[{"content":"AI Architect Digest — June 27, 2026 79 articles curated across 7 sections. Focus: AI coding, software architecture, AI impact on architects, and the Hermes Agent ecosystem.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nThe Real Winner of Cursor’s $60B Acquisition Won’t Be AI Coding Assistants Source: JetBrains Blog\nWhen news broke that SpaceX would acquire Cursor’s parent company, Anysphere, in a reported $60 billion all-stock deal, most of the discussion centered around AI. This was another milestone and enormous valuation, and signal that AI is still bringing enormous disruption. Those reactions aren’t… Read more →\nAI Is Moving up the Software Lifecycle: from Code Review to PRD Governance Source: InfoQ\nTechnology companies are extending AI beyond code generation into earlier stages of the software lifecycle, including PRD validation, design inputs, and code review. Initiatives from Uber, DoorDash, and Cloudflare highlight a shift toward AI-driven governance layers that evaluate engineering… Read more →\nAnthropic Lead: HTML Increasingly Better Than Markdown at Keeping Humans Engaged in Agentic Loops Source: InfoQ\nThariq Shihipar, engineering lead for the Claude Code team, recently published a blog post (Using Claude Code: The Unreasonable Effectiveness of HTML) arguing that HTML, with its richer visualizations, color, and interactivity, improves the productivity of human-agent communication in many… Read more →\nTug: An IDE for AI Coding Source: Hacker News (AI)\nArticle URL: https://github.com/tugtool/tugtool Comments URL: https://news.ycombinator.com/item?id=48695730 Points: 1 # Comments: 1 Read more →\nIntroducing a Recommended Agent in AI Chat, With Codex as the Current Default Source: JetBrains Blog\nJetBrains AI supports multiple coding agents, including Junie, Codex, Claude Agent, and any ACP-compatible agent you bring yourself. Previously, AI users in JetBrains IDEs started in Chat mode and had to choose an agent themselves. As models became more advanced, agents became more capable and… Read more →\nHow to Win a Hackathon: Notes From the Judging Table Source: JetBrains Blog\nAt the JetBrains x Codex Hackathon, I spent two days watching teams build and then pitch their projects. The thing that decided most of the winners wasn’t just the previous twenty-four hours of work. It was the few minutes they spent presenting it. A strong project with a confusing demo loses to a… Read more →\nCode isn’t the only thing causing your production failures​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌‌‍‌‍​‍​​​‌‍‌‌‌‍​‍​‌‌‌‍‌‍​​​​‍‌​​‌​​‍​​​‌​‍‌​‌​​‍​​‌‌‍‌‍​‍‌​‍​​‌​‌‍‌​​‍​​‍‌‌‍‌‍​‌‌‍​‌‌‍​‍‌‍‌‍​​‍​​​​‌​‍​‌‍​​​​‍‌​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌‌‍‌‍​‍​​​‌‍‌‌‌‍​‍​‌‌‌‍‌‍​​​​‍‌​​‌​​‍​​​‌​‍‌​‌​​‍​​‌‌‍‌‍​‍‌​‍​​‌​‌‍‌​​‍​​‍‌‌‍‌‍​‌‌‍​‌‌‍​‍‌‍‌‍​​‍​​​​‌​‍​‌‍​​​​‍‌​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nRyan sits down with Anish Agarwal, CEO and co-founder of Traversal, to chat about why AI coding agents have made writing code easier but running it safely in production harder, why production failures are really caused by interactions between systems and not just the code itself, and how teams can… Read more →\nThe Calculator Discipline – AI-Assisted Disclosure Hallucinations Source: Hacker News (AI)\nArticle URL: https://zenodo.org/records/20393083 Comments URL: https://news.ycombinator.com/item?id=48696134 Points: 1 # Comments: 0 Read more →\n🦾 Hermes Agent \u0026amp; Ecosystem Hermes Agent, OpenRouter, Ollama, vLLM, agentic workflows, and the broader AI agent ecosystem.\nRun a vLLM Server on HF Jobs in One Command Source: Hugging Face Blog Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nGrab Builds Secure Agentic AI Workload Platform Source: InfoQ\nGrab\u0026rsquo;s security team built Palana, a Kubernetes-native secure execution platform, to run autonomous AI agents safely. Unlike deterministic software, model-driven agents exhibit unpredictable tool-use, code-writing, and prompt injection risks. Palana contains these threats at the infrastructure… Read more →\nVercel Introduces Eve, an Open-Source Framework for Building AI Agents Source: InfoQ\nVercel has released Eve, an open-source framework for building, deploying, and operating AI agents in production. The framework uses a filesystem-based project structure to organize agent instructions, tools, skills, subagents, communication channels, and scheduled tasks, enabling developers to… Read more →\nYour AI Agent Keeps Missing The Real Bottleneck. JetBrains Rider Can Fix It Now. Source: JetBrains Blog\nHere’s a case worth pondering: your app freezes for ten seconds, and you ask an AI agent what’s wrong. What does it actually do? For a long time the honest answer was: it rummages through your code and takes a wild guess. A snapshot taken by a profiler tool is runtime evidence. It knows exactly […] Read more →\nCloudflare Ships Agent Skills for Zero Trust Deployment and Migration Source: InfoQ\nCloudflare released the Cloudflare One stack, an open-source library of agent skills for planning, deploying, and managing Zero Trust environments. The skills include automated migration logic for Zscaler and Palo Alto Networks, the same logic used in Cloudflare\u0026rsquo;s Descaler program that has moved… Read more →\nPromptetheus – Trace, detect, and auto-repair AI agent failures Source: Hacker News (AI)\nArticle URL: https://github.com/obro79/promptetheus Comments URL: https://news.ycombinator.com/item?id=48695176 Points: 1 # Comments: 1 Read more →\nShow HN: OpenClaw Launch – deploy a managed OpenClaw AI agent in 30s Source: Hacker News (AI)\nArticle URL: https://openclawlaunch.com Comments URL: https://news.ycombinator.com/item?id=48695480 Points: 1 # Comments: 1 Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nDapr 1.18 Introduces Verifiable Execution, Bringing Cryptographic Trust to AI Agents and Workflows Source: InfoQ\nDiagrid has announced the release of Dapr 1.18, introducing what it calls Verifiable Execution, a new set of capabilities designed to bring cryptographic trust, provenance, and tamper-evident execution records to distributed applications and AI agents. By Craig Risi Read more →\nArticle: Beyond CLEAN and MVP: Architecting an Offline-first Reactive Data Layer in Android Source: InfoQ\nWith the Reactive Data Layer Architecture (RDLA), you establish a clear boundary between public data APIs and private, framework-specific data-source implementations. Your presentation layer operates in a purely reactive manner, observing data changes rather than procedurally querying them. RDLA… Read more →\nSlack Outlines Four-Phase Journey to a Multi-Cloud AI Serving Platform Source: InfoQ\nSlack has outlined how its AI serving infrastructure evolved through four distinct phases, moving from a self-managed Amazon SageMaker deployment to a multi-cloud architecture spanning AWS Bedrock and Google Cloud Vertex AI. By Matt Foster Read more →\nPresentation: Rust at the Core - Accelerating Polyglot SDK Development Source: InfoQ\nSpencer Judge discusses the architectural pattern of building a shared core in Rust with language-specific layers on top. Drawing from his work on Temporal\u0026rsquo;s SDKs, he shares lessons on navigating FFI boundaries, bridging async concepts, and managing memory safely. He explains the limitations of… Read more →\nModernizing financial analytics with Amazon SageMaker Unified Studio Source: AWS Architecture Blog\nAvanse Financial Services, India’s leading education loan providers, migrated to a cloud-native lakehouse architecture using Amazon SageMaker Unified Studio, which unified their data engineering, analytics, and artificial intelligence (AI) workflows in a single governed environment on AWS. In this… Read more →\nThe Unglamorous Side of Rust Web Development Source: JetBrains Blog\nThis is a guest post by Mateusz Maćkowski and Marek Grzelak, co-maintainers of cot.rs and speakers at Rustikon 2026. You can watch their full talk here. In the very beginning, all we wanted to do was build a JSON API. After doing that a few times in Rust, we noticed a recurring pattern. Every new… Read more →\nWe measured whether AI obeys architecture rules. Even Opus ignored them 60% Source: Hacker News (AI)\nArticle URL: https://hunch-pi.vercel.app/blog/post?slug=ai-ignores-your-architecture Comments URL: https://news.ycombinator.com/item?id=48695487 Points: 3 # Comments: 0 Read more →\n🎯 AI Impact on Software Architects How AI is reshaping the architect role and decision-making.\nPresentation: AI Works, Pull Requests Don’t: How AI Is Breaking the SDLC and What To Do About It Source: InfoQ\nMichael Webster discusses the rise of headless AI agents and their impact on software delivery pipelines. He shares how massive, AI-generated pull requests create a severe bottleneck for human reviewers and introduce persistent technical debt. Learn how engineering leaders can leverage test impact… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and the Hermes ecosystem.\nripienaar/free-for-dev Source: GitHub Trending (All)\nA list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev free-for.dev Developers and Open Source authors now have many services offering free tiers, but finding them all takes time to make informed decisions. This is a list of software (SaaS, PaaS, IaaS, etc.)… Read more →\ngarrytan/gstack Source: GitHub Trending (All)\nUse Garry Tan\u0026rsquo;s exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA gstack \u0026ldquo;I don\u0026rsquo;t think I\u0026rsquo;ve typed like a line of code probably since December, basically, which is an extremely large change.\u0026rdquo; — Andrej Karpathy , No Priors… Read more →\nsafishamsi/graphify Source: GitHub Trending (Python)\nAI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into a queryable knowledge graph. App code + database schema + infrastructure in one graph. 🇺🇸 English | 🇨🇳 简体中文 |… Read more →\ncalesthio/OpenMontage Source: GitHub Trending (All)\nWorld\u0026rsquo;s first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio. OpenMontage The first open-source, agentic video production system. Paste A Video · Quick Start · Try These Prompts · Pipelines ·… Read more →\nopendatalab/MinerU Source: GitHub Trending (All)\nTransforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows. English | 简体中文 🚀 Access MinerU Now→✅ Zero-Install Web Version ✅ Full-Featured Desktop Client ✅ Instant API Access; Skip deployment headaches – get all product formats in one click.… Read more →\nPanniantong/Agent-Reach Source: GitHub Trending (All)\nGive your AI agent eyes to see the entire internet. Read \u0026amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 当下最稳的接入方式，替你选好、装好、体检好——接入方式会换代，你不用操心 快速开始 · English · 日本語 · 한국어 · 支持平台 · 设计理念 为什么需要 Agent Reach？ AI Agent… Read more →\ndidilili/ai-agents-from-zero Source: GitHub Trending (Python)\n🚀 2026 最系统的 AI Agent 速成指南｜智能体实战教程 · 完整学习路径 + 实战项目 + 面试题库 · 对标大模型应用开发工程师岗位 · 覆盖LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / 提示词 · 企业级部署与微调 · 从0到企业级落地 + 从学习到上线项目 + 面试准备一体化 🚀 全网最系统的 AI 智能体实战速成指南（从零到企业级落地） ai-agents-from-zero 2026 持续更新中 · 目标打造 「地表最强」 AI Agent 教程 —— 系统教程 + 可跑源码 +… Read more →\nnocobase/nocobase Source: GitHub Trending (TypeScript)\nNocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability. English | 简体中文 | 日本語 | Français | Español |… Read more →\naws/agent-toolkit-for-aws Source: GitHub Trending (All)\nOfficial, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS Agent Toolkit for AWS Help AI coding agents build, deploy, and manage applications on AWS. The Agent Toolkit for AWS gives AI coding agents the tools, knowledge, and guardrails they need to work with AWS… Read more →\ntopoteretes/cognee Source: GitHub Trending (Python)\nCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine. Cognee - The Open-Source AI Memory Platform for Agents Demo . Docs . Learn More · Join Discord · Join r/AIMemory . Community Plugins \u0026amp;… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nGoogle OpenRL is an Experimental Self-hosted API for LLM Post-Training Fine-Tuning Source: InfoQ\nGoogle\u0026rsquo;s GKE Labs has introduced OpenRL, an open-source project that provides a self-hosted API for post-training and fine-tuning Large Language Models (LLMs) on standard Kubernetes clusters. By Sergio De Simone Read more →\nIssue #50 Source: Augmented Coding\nGLM-5.2 - How to Run Locally UNSLOTH.AI GLM 5.2 was only released last week, but it seems like everyone is talking about it, and for good reason! This latest open-weights model, from Chinese lab Zhipu AI, had impressive coding capabilities, matching the performance of frontier models from just a… Read more →\nMicrosoft Expands Azure Kubernetes Service with Bare Metal, Fleet Management and AI Infrastructure Source: InfoQ AI/ML\nAt this year\u0026rsquo;s Microsoft Build 2026, Microsoft unveiled a broad set of enhancements to Azure Kubernetes Service (AKS) aimed at making Kubernetes a first-class platform for AI training, inference, and large-scale cloud-native applications. By Craig Risi Read more →\nApple Launches Core AI for Apple-Silicon Optimized On-Device Generative AI Source: InfoQ AI/ML\nAt WWDC 26, Apple announced the Core AI framework, the official successor to Core ML. It is designed to allow developers to run large language models and generative AI entirely on-device, supporting both custom-converted PyTorch models and pre-optimized open-source models. By Sergio De Simone Read more →\nArticle: Understanding ML Model Poisoning: How It Happens and How to Detect It Source: InfoQ AI/ML\nIn this article, the author explores data poisoning as a threat to machine learning systems, covering techniques such as label flipping, backdoors, clean-label poisoning, and gradient manipulation. The article reviews real-world incidents, discusses the challenges of detecting poisoned data, and… Read more →\nHow Netflix Simplified Batch Compute with Kueue Source: Netflix Tech Blog\nBy Alvin Bao , Alex Petrov , Jennifer Lai , Aidan Sherr , and Samartha Chandrashekar As a part of the journey to transition Netflix’s compute infrastructure to be more Kubernetes-native, we have leaned into incorporating components from the Kubernetes ecosystem into our container platform Titus .… Read more →\nPresentation: Rules for Understanding Language Models Source: InfoQ\nNaomi Saphra discusses 5 rules governing language model behavior, breaking down why LLMs act like populations rather than individuals. She explains how tokenization creates strange semantic blind spots and highlights the mechanics of sycophancy, showing how models leverage subtle data associations… Read more →\nAnthropic Reports Claude Now Handles 95% of Internal Analytics Queries Source: InfoQ AI/ML\nAnthropic recently reported that Claude now handles around 95% of its internal analytics requests, letting employees query business data independently instead of relying on data teams. The company attributes this result less to advances in models and more to data governance, semantic definitions,… Read more →\nAWS Graviton5 Reaches General Availability with 192 Cores and Formally Verified VM Isolation Source: InfoQ AI/ML\nAWS made Graviton5-powered EC2 M9g and M9gd instances generally available with 192 ARM cores, formally verified VM isolation via the Nitro Isolation Engine, and DDR5-8800 memory. ClickHouse reported 36% better performance with zero code changes. Meta committed tens of millions of cores. On-demand… Read more →\nArchitecting AI-powered resilience framework on AWS Source: AWS Architecture Blog\nIn this post, you’ll learn how to architect and implement a five-layer AI-powered resilience framework that automatically discovers dependencies, generates targeted experiments, and integrates with your existing Continuous Integration/Continuous Deployment (CI/CD) pipelines. First, we’ll explore… Read more →\nThis weekly digest was automatically curated by Blake on June 27, 2026. Sources: Augmented Coding, Anthropic Blog, InfoQ, AI for Developers, Superhuman, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-27/","summary":"\u003ch1 id=\"ai-architect-digest--june-27-2026\"\u003eAI Architect Digest — June 27, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e79 articles curated\u003c/strong\u003e across 7 sections. Focus: AI coding, software architecture, AI impact on architects, and the Hermes Agent ecosystem.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"the-real-winner-of-cursors-60b-acquisition-wont-be-ai-coding-assistants\"\u003e\u003ca href=\"https://blog.jetbrains.com/qodana/2026/06/cursor-s-60b-acquisition/\"\u003eThe Real Winner of Cursor’s $60B Acquisition Won’t Be AI Coding Assistants\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e JetBrains Blog\u003c/p\u003e\n\u003cp\u003eWhen news broke that SpaceX would acquire Cursor’s parent company, Anysphere, in a reported $60 billion all-stock deal, most of the discussion centered around AI. This was another milestone and enormous valuation, and signal that AI is still bringing enormous disruption. Those reactions aren’t…\n\u003ca href=\"https://blog.jetbrains.com/qodana/2026/06/cursor-s-60b-acquisition/\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 27, 2026"},{"content":"AI Architect Digest — June 23, 2026 43 articles curated across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nHow to Win a Hackathon: Notes From the Judging Table Source: JetBrains Blog\nAt the JetBrains x Codex Hackathon, I spent two days watching teams build and then pitch their projects. The thing that decided most of the winners wasn’t just the previous twenty-four hours of work. It was the few minutes they spent presenting it. A strong project with a confusing demo loses to a… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPresentation: Challenging Google Analytics: Building a Scalable, Cost-Effective User Tracking Service Source: InfoQ\nAlina Krasavina explains how Delivery Hero successfully deprecated Google Analytics and migrated to an internal user tracking platform. She discusses how a simplistic, highly scalable architecture allowed them to handle 10 times more load while capturing 97% of tracking data. By Alina Krasavina Read more →\nModernizing financial analytics with Amazon SageMaker Unified Studio Source: AWS Architecture Blog\nAvanse Financial Services, India’s leading education loan providers, migrated to a cloud-native lakehouse architecture using Amazon SageMaker Unified Studio, which unified their data engineering, analytics, and artificial intelligence (AI) workflows in a single governed environment on AWS. In this… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\ngarrytan/gstack Source: GitHub Trending (All)\nUse Garry Tan\u0026rsquo;s exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA gstack \u0026ldquo;I don\u0026rsquo;t think I\u0026rsquo;ve typed like a line of code probably since December, basically, which is an extremely large change.\u0026rdquo; — Andrej Karpathy , No Priors… Read more →\nNVIDIA/skills Source: GitHub Trending (Python)\nAI agent skills published by NVIDIA NVIDIA Agent Skills Official, NVIDIA-verified skills for AI agents. 📖 Docs: docs.nvidia.com/skills · 📺 Livestream: From Vulnerable to Verified · 📝 Blog: NVIDIA Verified Agent Skills: Capability Governance for AI Agents Skills are portable instruction sets that… Read more →\nmukul975/Anthropic-Cybersecurity-Skills Source: GitHub Trending (All)\n817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT\u0026amp;CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF \u0026amp; MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI \u0026amp; 20+ platforms · 29 security domains ·… Read more →\ncalesthio/OpenMontage Source: GitHub Trending (All)\nWorld\u0026rsquo;s first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio. OpenMontage The first open-source, agentic video production system. Paste A Video · Quick Start · Try These Prompts · Pipelines ·… Read more →\njamiepine/voicebox Source: GitHub Trending (All)\nThe open-source AI voice studio. Clone, dictate, create. Voicebox The open-source AI voice studio. Clone any voice. Generate speech. Dictate into any app. Talk to agents in voices you own. The full voice I/O stack, running locally on your machine. voicebox.sh • Docs • Download • Features • API •… Read more →\nDeusData/codebase-memory-mcp Source: GitHub Trending (All)\nHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies. codebase-memory-mcp The fastest and most efficient code intelligence engine… Read more →\nQ00/ouroboros Source: GitHub Trending (Python)\nAgent OS: Stop prompting. Start specifying. English | 한국어 | 简体中文 ◯ ─────────── ◯ O U R O B O R O S ◯ ─────────── ◯ Stop prompting. Start specifying. The Agent OS for replayable, specification-first AI coding workflows Quick Start · Why · Results · How It Works · Commands · Philosophy Turn a vague… Read more →\nbytedance/deer-flow Source: GitHub Trending (All)\nAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours. 🦌 DeerFlow - 2.0 English | 中文 | 日本語 | Français | Русский On… Read more →\nvectorize-io/hindsight Source: GitHub Trending (Python)\nHindsight: Agent Memory That Learns Documentation • Paper • Cookbook • Hindsight Cloud What is Hindsight? Hindsight™ is an agent memory system built to create smarter agents that learn over time. Most agent memory systems focus on recalling conversation history. Hindsight is focused on making… Read more →\ntopoteretes/cognee Source: GitHub Trending (Python)\nCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine. Cognee - The Open-Source AI Memory Platform for Agents Demo . Docs . Learn More · Join Discord · Join r/AIMemory . Community Plugins \u0026amp;… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nPodcast: How eBPF Empowers Developers to Observe Inside the Linux Kernel in a Safe and Unintrusive Way Source: InfoQ\nDan Fineran explores how eBPF has evolved far beyond its roots in packet filtering into a robust, safe way to extend the Linux kernel. He explains how the eBPF \u0026ldquo;verifier\u0026rdquo;, the security guardrail, enables implementation of deep observability and networking without the risks of traditional kernel… Read more →\nArticle: Understanding ML Model Poisoning: How It Happens and How to Detect It Source: InfoQ\nIn this article, the author explores data poisoning as a threat to machine learning systems, covering techniques such as label flipping, backdoors, clean-label poisoning, and gradient manipulation. The article reviews real-world incidents, discusses the challenges of detecting poisoned data, and… Read more →\nHow Netflix Simplified Batch Compute with Kueue Source: Netflix Tech Blog\nBy Alvin Bao , Alex Petrov , Jennifer Lai , Aidan Sherr , and Samartha Chandrashekar As a part of the journey to transition Netflix’s compute infrastructure to be more Kubernetes-native, we have leaned into incorporating components from the Kubernetes ecosystem into our container platform Titus .… Read more →\nAnthropic Reports Claude Now Handles 95% of Internal Analytics Queries Source: InfoQ\nAnthropic recently reported that Claude now handles around 95% of its internal analytics requests, letting employees query business data independently instead of relying on data teams. The company attributes this result less to advances in models and more to data governance, semantic definitions,… Read more →\nAWS Graviton5 Reaches General Availability with 192 Cores and Formally Verified VM Isolation Source: InfoQ\nAWS made Graviton5-powered EC2 M9g and M9gd instances generally available with 192 ARM cores, formally verified VM isolation via the Nitro Isolation Engine, and DDR5-8800 memory. ClickHouse reported 36% better performance with zero code changes. Meta committed tens of millions of cores. On-demand… Read more →\nJava News Roundup: Spring Tools, Helidon, Open Liberty, TomEE, JobRunr, Hibernate, Commonhaus Source: InfoQ\nThis week\u0026rsquo;s Java roundup for June 15th, 2026, features news highlighting: point releases of Spring Tools, Helidon, JobRunr and Gradle; the June 2026 edition of Open Liberty; the first milestone release of Apache TomEE 11.0; the first beta release of Hibernate ORM 8.0; Quarkus emergency maintenance… Read more →\nArchitecting AI-powered resilience framework on AWS Source: AWS Architecture Blog\nIn this post, you’ll learn how to architect and implement a five-layer AI-powered resilience framework that automatically discovers dependencies, generates targeted experiments, and integrates with your existing Continuous Integration/Continuous Deployment (CI/CD) pipelines. First, we’ll explore… Read more →\nToward More Controllable AI Video Editing: An Early Research Exploration at Netflix Source: Netflix Tech Blog\nBy Zhuoning Yuan , Ta-Ying Cheng , Benjamin Klein , Bahareh Azarnoush Introduction At Netflix, we build technology to help storytellers bring their creative visions to life and to help members discover the stories they love. To connect stories with diverse audiences around the world, we produce… Read more →\nHow We Measure the ROI of JetBrains IDEs Source: JetBrains Blog\nOrganizations already spend hundreds of thousands of dollars on software, so it’s only natural that when they evaluate new paid tools, one question is top of mind: “Will this actually pay off?” Our ROI (return on investment) calculator was designed to help estimate the potential gains of JetBrains… Read more →\nThis digest was automatically curated by Blake on June 23, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-23/","summary":"\u003ch1 id=\"ai-architect-digest--june-23-2026\"\u003eAI Architect Digest — June 23, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e43 articles curated\u003c/strong\u003e across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"how-to-win-a-hackathon-notes-from-the-judging-table\"\u003e\u003ca href=\"https://blog.jetbrains.com/ai/2026/06/how-to-win-a-hackathon-notes-from-the-judging-table/\"\u003eHow to Win a Hackathon: Notes From the Judging Table\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e JetBrains Blog\u003c/p\u003e\n\u003cp\u003eAt the JetBrains x Codex Hackathon, I spent two days watching teams build and then pitch their projects. The thing that decided most of the winners wasn’t just the previous twenty-four hours of work. It was the few minutes they spent presenting it. A strong project with a confusing demo loses to a…\n\u003ca href=\"https://blog.jetbrains.com/ai/2026/06/how-to-win-a-hackathon-notes-from-the-judging-table/\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 23, 2026"},{"content":"AI Architect Digest — June 22, 2026 35 articles curated across 3 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nInside Atlassian’s Forge Billing Architecture for Distributed Usage Tracking at Scale Source: InfoQ\nAtlassian details the Forge billing platform built for usage-based pricing across its cloud ecosystem. It processes large-scale usage events with correct attribution, deduplication, and aggregation using a streaming pipeline, idempotent processing, and layered storage to enable accurate billing,… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\ngarrytan/gstack Source: GitHub Trending (TypeScript)\nUse Garry Tan\u0026rsquo;s exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA gstack \u0026ldquo;I don\u0026rsquo;t think I\u0026rsquo;ve typed like a line of code probably since December, basically, which is an extremely large change.\u0026rdquo; — Andrej Karpathy , No Priors… Read more →\nmukul975/Anthropic-Cybersecurity-Skills Source: GitHub Trending (All)\n754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT\u0026amp;CK, NIST CSF 2.0, MITRE ATLAS, D3FEND \u0026amp; NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI \u0026amp; 20+ platforms · 26 security domains · Apache 2.0 Anthropic… Read more →\ncalesthio/OpenMontage Source: GitHub Trending (All)\nWorld\u0026rsquo;s first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio. OpenMontage The first open-source, agentic video production system. Paste A Video · Quick Start · Try These Prompts · Pipelines ·… Read more →\nchopratejas/headroom Source: GitHub Trending (All)\nCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. ██╗ ██╗███████╗ █████╗ ██████╗ ██████╗ ██████╗ ██████╗ ███╗ ███╗ ██║ ██║██╔════╝██╔══██╗██╔══██╗██╔══██╗██╔═══██╗██╔═══██╗████╗ ████║ ███████║█████╗… Read more →\nDeusData/codebase-memory-mcp Source: GitHub Trending (All)\nHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies. codebase-memory-mcp The fastest and most efficient code intelligence engine… Read more →\njamiepine/voicebox Source: GitHub Trending (TypeScript)\nThe open-source AI voice studio. Clone, dictate, create. Voicebox The open-source AI voice studio. Clone any voice. Generate speech. Dictate into any app. Talk to agents in voices you own. The full voice I/O stack, running locally on your machine. voicebox.sh • Docs • Download • Features • API •… Read more →\nruvnet/ruflo Source: GitHub Trending (TypeScript)\n🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration Ruflo Multi-agent AI… Read more →\nbytedance/deer-flow Source: GitHub Trending (All)\nAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours. 🦌 DeerFlow - 2.0 English | 中文 | 日本語 | Français | Русский On… Read more →\ntopoteretes/cognee Source: GitHub Trending (All)\nCognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine. Cognee - The Open-Source AI Memory Platform for Agents Demo . Docs . Learn More · Join Discord · Join r/AIMemory . Community Plugins \u0026amp;… Read more →\npublic-apis/public-apis Source: GitHub Trending (Python)\nA collective list of free APIs Try Public APIs for free The Public APIs repository is manually curated by community members like you and folks working at APILayer . It includes an extensive list of public APIs from many domains that you can use for your own products. Consider it a treasure trove of… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nApple Launches Core AI for Apple-Silicon Optimized On-Device Generative AI Source: InfoQ\nAt WWDC 26, Apple announced the Core AI framework, the official successor to Core ML. It is designed to allow developers to run large language models and generative AI entirely on-device, supporting both custom-converted PyTorch models and pre-optimized open-source models. By Sergio De Simone Read more →\nAnthropic Reports Claude Now Handles 95% of Internal Analytics Queries Source: InfoQ\nAnthropic recently reported that Claude now handles around 95% of its internal analytics requests, letting employees query business data independently instead of relying on data teams. The company attributes this result less to advances in models and more to data governance, semantic definitions,… Read more →\nThis digest was automatically curated by Blake on June 22, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-22/","summary":"\u003ch1 id=\"ai-architect-digest--june-22-2026\"\u003eAI Architect Digest — June 22, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e35 articles curated\u003c/strong\u003e across 3 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-software-architecture\"\u003e🏗️ Software Architecture\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eArchitecture patterns, system design, and engineering practices.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"inside-atlassians-forge-billing-architecture-for-distributed-usage-tracking-at-scale\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/forge-billing-usage-platform/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eInside Atlassian’s Forge Billing Architecture for Distributed Usage Tracking at Scale\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eAtlassian details the Forge billing platform built for usage-based pricing across its cloud ecosystem. It processes large-scale usage events with correct attribution, deduplication, and aggregation using a streaming pipeline, idempotent processing, and layered storage to enable accurate billing,…\n\u003ca href=\"https://www.infoq.com/news/2026/06/forge-billing-usage-platform/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 22, 2026"},{"content":"AI Architect Digest — June 21, 2026 44 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nCircleCI Introduces Chunk Sidecars to Bring CI Validation Directly Into AI Coding Workflows Source: InfoQ\nCircleCI has launched Chunk Sidecars, a new capability designed to bring CI-style validation directly into an AI coding agent\u0026rsquo;s inner development loop By Craig Risi Read more →\nAzure Functions Ships Serverless Agents Runtime at Build 2026 Source: InfoQ\nAzure Functions shipped a serverless agents runtime in public preview at Build 2026. Agents are defined in .agent.md markdown files with YAML triggers, MCP server access, 1,400+ connectors, and sandboxed execution. The Functions team confirmed to InfoQ that the runtime adds no cold start overhead… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nPresentation: AI Agents to Make Sense of Data at OpenAI Source: InfoQ\nOpenAI’s Bonnie Xu discusses Kepler, an internal AI data analyst agent built to query 600+ petabytes of data. She explains how they overcome context window limits using MCP, automated code crawling, and RAG. Xu also shares how their team leverages scoped semantic memory for self-learning and… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nInside Atlassian’s Forge Billing Architecture for Distributed Usage Tracking at Scale Source: InfoQ\nAtlassian details the Forge billing platform built for usage-based pricing across its cloud ecosystem. It processes large-scale usage events with correct attribution, deduplication, and aggregation using a streaming pipeline, idempotent processing, and layered storage to enable accurate billing,… Read more →\nArticle: Designing Continuous Authorization for Sensitive Cloud Systems Source: InfoQ\nMost cloud systems make one authorization decision at login. Everything after runs on trust established at authentication time. For systems handling regulated data, that gap is where breaches happen. This article presents a continuous authorization architecture covering risk-tiered evaluation,… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nowainlewis/awesome-artificial-intelligence Source: GitHub Trending (All)\nA curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. Awesome Artificial Intelligence A curated collection of must-use, actively maintained resources for building and shipping AI systems. Focus: AI engineering (RAG, agents, evals, guardrails, deploy) plus the… Read more →\nmukul975/Anthropic-Cybersecurity-Skills Source: GitHub Trending (Python)\n754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT\u0026amp;CK, NIST CSF 2.0, MITRE ATLAS, D3FEND \u0026amp; NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI \u0026amp; 20+ platforms · 26 security domains · Apache 2.0 Anthropic… Read more →\ncalesthio/OpenMontage Source: GitHub Trending (All)\nWorld\u0026rsquo;s first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio. OpenMontage The first open-source, agentic video production system. Paste A Video · Quick Start · Try These Prompts · Pipelines ·… Read more →\nchopratejas/headroom Source: GitHub Trending (All)\nCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. ██╗ ██╗███████╗ █████╗ ██████╗ ██████╗ ██████╗ ██████╗ ███╗ ███╗ ██║ ██║██╔════╝██╔══██╗██╔══██╗██╔══██╗██╔═══██╗██╔═══██╗████╗ ████║ ███████║█████╗… Read more →\nDeusData/codebase-memory-mcp Source: GitHub Trending (All)\nHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies. codebase-memory-mcp The fastest and most efficient code intelligence engine… Read more →\njamiepine/voicebox Source: GitHub Trending (All)\nThe open-source AI voice studio. Clone, dictate, create. Voicebox The open-source AI voice studio. Clone any voice. Generate speech. Dictate into any app. Talk to agents in voices you own. The full voice I/O stack, running locally on your machine. voicebox.sh • Docs • Download • Features • API •… Read more →\n1jehuang/jcode Source: GitHub Trending (All)\nCoding Agent Harness jcode The next generation coding agent harness to raise the skill ceiling. Built for multi-session workflows, infinite customizability, and performance. Features · Install · Quick Start · Further Reading · Contributing Installation # macOS \u0026amp; Linux curl -fsSL… Read more →\nruvnet/ruflo Source: GitHub Trending (TypeScript)\n🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration Ruflo Multi-agent AI… Read more →\npublic-apis/public-apis Source: GitHub Trending (Python)\nA collective list of free APIs Try Public APIs for free The Public APIs repository is manually curated by community members like you and folks working at APILayer . It includes an extensive list of public APIs from many domains that you can use for your own products. Consider it a treasure trove of… Read more →\ncode-yeongyu/oh-my-openagent Source: GitHub Trending (TypeScript)\nomo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode Note OmO for Codex is here: try LazyCodex We loved Anthropic models enough to get blocked. Now we are backing Codex. If you are an OmO fan but the setup felt like… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nAWS Adds Multi-Region Replication to Amazon Cognito Identity Service Source: InfoQ\nAWS recently introduced Amazon Cognito multi-region replication, which automatically replicates user identities and user pool configurations from a primary region to a secondary one. This enables applications to continue authenticating users from a replica region during outages, without requiring… Read more →\nBehind the Scenes: Block 450 JVM Repositories Into Monorepo to Reduce Dependency Drift Source: InfoQ\nBlock, Inc. describes migrating ~450 JVM repositories into a monorepo across Cash App and Square engineering to reduce dependency drift and coordination overhead. The system supports ~8,800 weekly builds with ~10 min p90 CI time. The approach improves cross-service changes, build visibility, and… Read more →\nClaude Fable 5 on Bedrock Requires Sharing Inference Data with Anthropic Source: InfoQ\nUsing Claude Fable 5 or Mythos 5 on Amazon Bedrock requires opting into provider_data_share, sending prompts and outputs to Anthropic for 30-day retention with human review. Previous Bedrock models kept inference data inside the AWS boundary. Three days after launch, Anthropic asked AWS to revoke… Read more →\nApple Launches Core AI for Apple-Silicon Optimized On-Device Generative AI Source: InfoQ\nAt WWDC 26, Apple announced the Core AI framework, the official successor to Core ML. It is designed to allow developers to run large language models and generative AI entirely on-device, supporting both custom-converted PyTorch models and pre-optimized open-source models. By Sergio De Simone Read more →\nTSRX: A Framework-Agnostic Alternative to JSX Source: InfoQ\nTSRX is a TypeScript language extension developed by Dominic Gannaway, designed to build declarative user interfaces in a framework-agnostic manner. It compiles single .tsrx files to various runtime targets and supports scoped styles and declarative error handling. TSRX is currently in alpha and is… Read more →\nThis digest was automatically curated by Blake on June 21, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-21/","summary":"\u003ch1 id=\"ai-architect-digest--june-21-2026\"\u003eAI Architect Digest — June 21, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e44 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"circleci-introduces-chunk-sidecars-to-bring-ci-validation-directly-into-ai-coding-workflows\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/circleci-chunk-sidecars/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eCircleCI Introduces Chunk Sidecars to Bring CI Validation Directly Into AI Coding Workflows\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eCircleCI has launched Chunk Sidecars, a new capability designed to bring CI-style validation directly into an AI coding agent\u0026rsquo;s inner development loop By Craig Risi\n\u003ca href=\"https://www.infoq.com/news/2026/06/circleci-chunk-sidecars/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 21, 2026"},{"content":"AI Architect Digest — June 20, 2026 44 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nCircleCI Introduces Chunk Sidecars to Bring CI Validation Directly Into AI Coding Workflows Source: InfoQ\nCircleCI has launched Chunk Sidecars, a new capability designed to bring CI-style validation directly into an AI coding agent\u0026rsquo;s inner development loop By Craig Risi Read more →\nGitLab 19.0 Embeds Agentic AI in Secrets, Merge Requests, and Supply Chain Security Source: InfoQ\nGitLab 19.0 extends agentic AI beyond code generation into securing credentials, reviewing and merging changes, and scanning dependencies, adding a public beta Secrets Manager, a full merge request Developer Flow, usage-based GitLab Duo billing, and generally available SBOM dependency scanning. By… Read more →\nAzure Functions Ships Serverless Agents Runtime at Build 2026 Source: InfoQ\nAzure Functions shipped a serverless agents runtime in public preview at Build 2026. Agents are defined in .agent.md markdown files with YAML triggers, MCP server access, 1,400+ connectors, and sandboxed execution. The Functions team confirmed to InfoQ that the runtime adds no cold start overhead… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nPresentation: AI Agents to Make Sense of Data at OpenAI Source: InfoQ\nOpenAI’s Bonnie Xu discusses Kepler, an internal AI data analyst agent built to query 600+ petabytes of data. She explains how they overcome context window limits using MCP, automated code crawling, and RAG. Xu also shares how their team leverages scoped semantic memory for self-learning and… Read more →\nIssue #49 Source: Augmented Coding\nGLM-5.2 is the new leading open weights model ARTIFICIALANALYSIS.AI Artificial Analysis provides a highly comprehensive analysis of AI models, with a particular focus on agentic capabilities. For coding models, their stated goal is to measure how well agents complete realistic coding work, and how… Read more →\nWindows Platform Security and the Race to Secure AI Agents Source: InfoQ\nIn a new Windows Developer Blog post titled \u0026ldquo;Windows platform security for AI agents\u0026rdquo;, Microsoft positions Windows as the trustworthy operating system for autonomous agents and introduces the Microsoft Execution Containers (MXC) SDK as the core of that strategy. The post argues that containment,… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nHow Lightweight ADRs and Architectural Advice Forums Can Support Architectural Decisions Source: InfoQ\nHow we decide is at the core of architecture, and the architecture advice process is a way to decentralize architectural decisions. It needs to be supported by Architecture Decision Records because of the speed at which technology and systems move, and can be complemented by a weekly architecture… Read more →\nPresentation: Write-Ahead Intent Log: A Foundation for Efficient CDC at Scale Source: InfoQ\nVinay Chella and Akshat Goel discuss the challenges of running traditional CDC across heterogeneous databases during peak order traffic. They explain how Debezium hit limits under high load and share how they built Write-Ahead Intent Log (WAIL) - a custom architecture that utilizes a dumb producer… Read more →\nFrom Camera to Cloud: Netflix’s Scalable Media Processing Pipeline Source: InfoQ\nNetflix has detailed a cloud-based system for scaling camera file processing across global film and TV workflows. The pipeline handles ingest, validation, metadata extraction, and media transformation at scale using FilmLight API and distributed compute. It standardizes workflows across editorial,… Read more →\nArticle: Designing Continuous Authorization for Sensitive Cloud Systems Source: InfoQ\nMost cloud systems make one authorization decision at login. Everything after runs on trust established at authentication time. For systems handling regulated data, that gap is where breaches happen. This article presents a continuous authorization architecture covering risk-tiered evaluation,… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nchopratejas/headroom Source: GitHub Trending (All)\nCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. ██╗ ██╗███████╗ █████╗ ██████╗ ██████╗ ██████╗ ██████╗ ███╗ ███╗ ██║ ██║██╔════╝██╔══██╗██╔══██╗██╔══██╗██╔═══██╗██╔═══██╗████╗ ████║ ███████║█████╗… Read more →\ncalesthio/OpenMontage Source: GitHub Trending (All)\nWorld\u0026rsquo;s first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio. OpenMontage The first open-source, agentic video production system. Paste A Video · Quick Start · Try These Prompts · Pipelines ·… Read more →\ngithub/spec-kit Source: GitHub Trending (Python)\n💫 Toolkit to help you get started with Spec-Driven Development 🌱 Spec Kit Build high-quality software faster. An open source toolkit that allows you to focus on product scenarios and predictable outcomes instead of vibe coding every piece from scratch. Table of Contents 🤔 What is Spec-Driven… Read more →\nDeusData/codebase-memory-mcp Source: GitHub Trending (All)\nHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies. codebase-memory-mcp The fastest and most efficient code intelligence engine… Read more →\naishwaryanr/awesome-generative-ai-guide Source: GitHub Trending (All)\nA one stop repository for generative AI research updates, interview resources, notebooks and much more! ⭐ 🔖 awesome-generative-ai-guide Generative AI is experiencing rapid growth, and this repository serves as a comprehensive hub for updates on generative AI research, interview materials,… Read more →\nK-Dense-AI/scientific-agent-skills Source: GitHub Trending (Python)\nTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and… Read more →\nVectifyAI/OpenKB Source: GitHub Trending (Python)\nOpenKB: Open LLM Knowledge Base OpenKB: Open LLM Knowledge Base Scale to long documents • Reasoning-based retrieval • Native multi-modality • No Vector DB 📑 What is OpenKB OpenKB (Open Knowledge Base) is an open-source system (in CLI) that compiles raw documents into a structured, interlinked… Read more →\npublic-apis/public-apis Source: GitHub Trending (Python)\nA collective list of free APIs Try Public APIs for free The Public APIs repository is manually curated by community members like you and folks working at APILayer . It includes an extensive list of public APIs from many domains that you can use for your own products. Consider it a treasure trove of… Read more →\nBuilderIO/agent-native Source: GitHub Trending (All)\nA framework for building agent-native applications. Agent-Native Open-source framework for agentic applications you own. Don\u0026rsquo;t choose between rich user interfaces and autonomous agents. Every Agent-Native app is both. Agents and UIs — Fully Connected The agent and the UI are equal citizens of the… Read more →\nwithastro/flue Source: GitHub Trending (All)\nThe sandbox agent framework. Flue — The Agent Harness Framework Not another SDK. Build autonomous agents and powerful AI workflows with Flue\u0026rsquo;s programmable TypeScript harness. // agents/triage.ts import { createAgent, type AgentRouteHandler } from \u0026lsquo;@flue/runtime\u0026rsquo;; import { local } from… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nAWS Adds Multi-Region Replication to Amazon Cognito Identity Service Source: InfoQ\nAWS recently introduced Amazon Cognito multi-region replication, which automatically replicates user identities and user pool configurations from a primary region to a secondary one. This enables applications to continue authenticating users from a replica region during outages, without requiring… Read more →\nKy 2.0 Fetch API Wrapper with Revamped Hooks, Smarter Timeouts, and Built-In Schema Validation Source: InfoQ\nKy 2.0 is an open-source JavaScript HTTP client built on the Fetch API, featuring significant updates such as consolidated hook handling, enhanced timeout management, and improved URL processing. The release includes response validation through schema validation libraries and addresses migration… Read more →\nBehind the Scenes: Block 450 JVM Repositories Into Monorepo to Reduce Dependency Drift Source: InfoQ\nBlock, Inc. describes migrating ~450 JVM repositories into a monorepo across Cash App and Square engineering to reduce dependency drift and coordination overhead. The system supports ~8,800 weekly builds with ~10 min p90 CI time. The approach improves cross-service changes, build visibility, and… Read more →\nVS Code 1.123 Adds Two-Hour Extension Update Delay to Limit Supply Chain Attacks Source: InfoQ\nVS Code 1.123 adds a two-hour delay before auto-updating extensions to newly published versions, creating a revocation window against supply chain attacks. The delay does not apply to trusted publishers like Microsoft, GitHub, and OpenAI. Similar cooldown mechanisms have now spread across pip,… Read more →\n.NET 11 Preview 5: Brings File-Based App Improvements, New C# Features, and a Blazor Validation Wave Source: InfoQ\nMicrosoft has released the fifth preview of .NET 11, with updates across the SDK, C#, ASP.NET Core, .NET MAUI, and EF Core. Highlights include file-based app improvements, new C# closed classes and unions, a Blazor validation wave, a large MAUI reliability rollup, and SQL Server 2022 as the default… Read more →\nTSRX: A Framework-Agnostic Alternative to JSX Source: InfoQ\nTSRX is a TypeScript language extension developed by Dominic Gannaway, designed to build declarative user interfaces in a framework-agnostic manner. It compiles single .tsrx files to various runtime targets and supports scoped styles and declarative error handling. TSRX is currently in alpha and is… Read more →\nThis digest was automatically curated by Blake on June 20, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-20/","summary":"\u003ch1 id=\"ai-architect-digest--june-20-2026\"\u003eAI Architect Digest — June 20, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e44 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"circleci-introduces-chunk-sidecars-to-bring-ci-validation-directly-into-ai-coding-workflows\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/circleci-chunk-sidecars/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eCircleCI Introduces Chunk Sidecars to Bring CI Validation Directly Into AI Coding Workflows\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eCircleCI has launched Chunk Sidecars, a new capability designed to bring CI-style validation directly into an AI coding agent\u0026rsquo;s inner development loop By Craig Risi\n\u003ca href=\"https://www.infoq.com/news/2026/06/circleci-chunk-sidecars/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 20, 2026"},{"content":"AI Architect Digest — June 19, 2026 57 articles curated across 7 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nGitLab 19.0 Embeds Agentic AI in Secrets, Merge Requests, and Supply Chain Security Source: InfoQ\nGitLab 19.0 extends agentic AI beyond code generation into securing credentials, reviewing and merging changes, and scanning dependencies, adding a public beta Secrets Manager, a full merge request Developer Flow, usage-based GitLab Duo billing, and generally available SBOM dependency scanning. By… Read more →\nClaude Code and Codex as one pipeline Source: Hacker News (AI)\nArticle URL: https://www.unsiloed.ai/blog/guides/claude-code-codex-one-pipeline Comments URL: https://news.ycombinator.com/item?id=48595599 Points: 2 # Comments: 0 Read more →\nJunie: The JetBrains AI Coding Agent Leaves Beta Source: JetBrains Blog\nJunie started as an experiment. We asked, “What if an AI coding agent didn’t just guess at the details of your project, but actually used the same tools you do?” Over the last year, that experiment turned into a product used by developers every day – inside the IDE and the terminal. Today, the… Read more →\nShow HN: One-click fork of \u0026ldquo;Everything Claude Code\u0026rdquo; onto an isolated microVM Source: Hacker News (AI)\nArticle URL: https://www.jurniti.com/templates/ecc Comments URL: https://news.ycombinator.com/item?id=48596184 Points: 1 # Comments: 0 Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nWindows Platform Security and the Race to Secure AI Agents Source: InfoQ\nIn a new Windows Developer Blog post titled \u0026ldquo;Windows platform security for AI agents\u0026rdquo;, Microsoft positions Windows as the trustworthy operating system for autonomous agents and introduces the Microsoft Execution Containers (MXC) SDK as the core of that strategy. The post argues that containment,… Read more →\nMicrosoft Scout, New Enterprise Autopilot Built on OpenClaw, Announced at Build 2026 Source: InfoQ\nMicrosoft recently introduced at Build 2026 Microsoft Scout, an always-on agent. Scout belongs to a new category of agents Microsoft called Autopilots: always-on agents that work autonomously on a user’s behalf with their own identity, without needing to be prompted each time. Microsoft Scout… Read more →\nBuilding Reliable Agentic AI Systems Source: Hacker News (AI)\nArticle URL: https://martinfowler.com/articles/reliable-llm-bayer.html Comments URL: https://news.ycombinator.com/item?id=48595716 Points: 1 # Comments: 0 Read more →\nAI agents are a confused deputy with the keys to your kingdom​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌​‌‍​​‍‌‍​‌‌‍​‌‌‍​‍​​‌​‌‌‌‍​‌​‍‌​​​​​‌​‌‌‌‍​‌​‍‌​‌​‌‍​‍‌‍‌‍​​‍​‍‌​‍​‌‍​‍​​‌‍‌‌​‍‌‌‍​‍​‍‌​‌​‌‍​‌‍​​​​‌‌​‌‍​‍‌​‌​‌​​​​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌​‌‍​​‍‌‍​‌‌‍​‌‌‍​‍​​‌​‌‌‌‍​‌​‍‌​​​​​‌​‌‌‌‍​‌​‍‌​‌​‌‍​‍‌‍‌‍​​‍​‍‌​‍​‌‍​‍​​‌‍‌‌​‍‌‌‍​‍​‍‌​‌​‌‍​‌‍​​​​‌‌​‌‍​‍‌​‌​‌​​​​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nHow attackers took twenty thousand Instagram accounts by asking Meta\u0026rsquo;s AI politely, and why that failure is about to become… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nAI Agent Identity and Permission Challenges: How Uber and Auth0 Are Rethinking Access Control Source: InfoQ\nUber recently described an internal architecture for propagating identity across multi-agent AI workflows. The design aims to perserve user context, agent provenance, and scoped access as agents delegate work and call internal tools. The case study aligns with Auth0’s view that AI agents need… Read more →\nHow Lightweight ADRs and Architectural Advice Forums Can Support Architectural Decisions Source: InfoQ\nHow we decide is at the core of architecture, and the architecture advice process is a way to decentralize architectural decisions. It needs to be supported by Architecture Decision Records because of the speed at which technology and systems move, and can be complemented by a weekly architecture… Read more →\nPresentation: Write-Ahead Intent Log: A Foundation for Efficient CDC at Scale Source: InfoQ\nVinay Chella and Akshat Goel discuss the challenges of running traditional CDC across heterogeneous databases during peak order traffic. They explain how Debezium hit limits under high load and share how they built Write-Ahead Intent Log (WAIL) - a custom architecture that utilizes a dumb producer… Read more →\nFrom Camera to Cloud: Netflix’s Scalable Media Processing Pipeline Source: InfoQ\nNetflix has detailed a cloud-based system for scaling camera file processing across global film and TV workflows. The pipeline handles ingest, validation, metadata extraction, and media transformation at scale using FilmLight API and distributed compute. It standardizes workflows across editorial,… Read more →\n🎯 AI Impact on Software Architects How AI is reshaping the architect role and decision-making.\nPresentation: From Hype to Strong Foundations: What the Rise, Fall and Resurgence of Agents Can Teach Us About Outlasting the Cycle Source: InfoQ\nAditya Kumarakrishnan explains how to move past the \u0026ldquo;amnesia phase\u0026rdquo; of AI. He shares a blueprint for engineering leaders to build modular agent frameworks using CoALA, leverage decades of process science for scalable workflows, and \u0026ldquo;terraform\u0026rdquo; legacy environments into robust, event-sourced… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nowainlewis/awesome-artificial-intelligence Source: GitHub Trending (All)\nA curated list of Artificial Intelligence (AI) courses, books, video lectures and papers. Awesome Artificial Intelligence A curated collection of must-use, actively maintained resources for building and shipping AI systems. Focus: AI engineering (RAG, agents, evals, guardrails, deploy) plus the… Read more →\ncrewAIInc/crewAI Source: GitHub Trending (Python)\nFramework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks. Homepage · Docs · Start Cloud Trial · Blog · Forum Fast and Flexible Multi-Agent Automation Framework CrewAI is a… Read more →\ncalesthio/OpenMontage Source: GitHub Trending (Python)\nWorld\u0026rsquo;s first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio. OpenMontage The first open-source, agentic video production system. Paste A Video · Quick Start · Try These Prompts · Pipelines ·… Read more →\ngithub/spec-kit Source: GitHub Trending (Python)\n💫 Toolkit to help you get started with Spec-Driven Development 🌱 Spec Kit Build high-quality software faster. An open source toolkit that allows you to focus on product scenarios and predictable outcomes instead of vibe coding every piece from scratch. Table of Contents 🤔 What is Spec-Driven… Read more →\ntirth8205/code-review-graph Source: GitHub Trending (Python)\nLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows. code-review-graph Stop burning tokens. Start reviewing smarter. English | 简体中文 | 日本語 |… Read more →\nDeusData/codebase-memory-mcp Source: GitHub Trending (All)\nHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies. codebase-memory-mcp The fastest and most efficient code intelligence engine… Read more →\nshareAI-lab/learn-claude-code Source: GitHub Trending (Python)\nBash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 English | 中文 | 日本語 Learn Claude Code \u0026ndash; Harness Engineering for Real Agents Agency Comes from the Model. An Agent Product = Model + Harness. Before we write any code, one thing needs to be clear. Agency \u0026ndash; the… Read more →\nK-Dense-AI/scientific-agent-skills Source: GitHub Trending (Python)\nTurn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide. 140 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and… Read more →\nEgonex-AI/Understand-Anything Source: GitHub Trending (TypeScript)\nGraphs that teach \u0026gt; graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more. Understand Anything Turn any codebase, knowledge base, or docs into an interactive… Read more →\ngarrytan/gbrain Source: GitHub Trending (TypeScript)\nGarry\u0026rsquo;s Opinionated OpenClaw/Hermes Agent Brain GBrain Search gives you raw pages. GBrain gives you the answer. It\u0026rsquo;s the brain layer your AI agent has been missing — the only one that does synthesis, graph traversal, and gap analysis in one box. Run a full autonomous agent on top of it, or just… Read more →\n📊 Time Series Analysis with Agentic AI AI applied to time series, forecasting, and anomaly detection.\nMolmoMotion: Language-guided 3D motion forecasting Source: Hugging Face Blog Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nAthena Coalition Brings Coordinated Defence to Open Source Security Source: InfoQ\nCybersecurity firm Chainguard has announced the launch of Athena, an industry coalition to use artificial intelligence to find and fix vulnerabilities in widely-used open-source software before attackers can exploit them. The coalition focuses on libraries, containers and other components that… Read more →\nKy 2.0 Fetch API Wrapper with Revamped Hooks, Smarter Timeouts, and Built-In Schema Validation Source: InfoQ\nKy 2.0 is an open-source JavaScript HTTP client built on the Fetch API, featuring significant updates such as consolidated hook handling, enhanced timeout management, and improved URL processing. The release includes response validation through schema validation libraries and addresses migration… Read more →\nVS Code 1.123 Adds Two-Hour Extension Update Delay to Limit Supply Chain Attacks Source: InfoQ\nVS Code 1.123 adds a two-hour delay before auto-updating extensions to newly published versions, creating a revocation window against supply chain attacks. The delay does not apply to trusted publishers like Microsoft, GitHub, and OpenAI. Similar cooldown mechanisms have now spread across pip,… Read more →\n.NET 11 Preview 5: Brings File-Based App Improvements, New C# Features, and a Blazor Validation Wave Source: InfoQ\nMicrosoft has released the fifth preview of .NET 11, with updates across the SDK, C#, ASP.NET Core, .NET MAUI, and EF Core. Highlights include file-based app improvements, new C# closed classes and unions, a Blazor validation wave, a large MAUI reliability rollup, and SQL Server 2022 as the default… Read more →\nYour JetBrains IDE Expertise, Now on LinkedIn Source: JetBrains Blog\nEvery developer has tools they rely on daily. The workflows they’ve built around them, the ways they’ve learned to move faster, debug smarter, and write better code – that kind of hands-on experience can be hard to put into words. We’re collaborating with LinkedIn to make it easier for you to… Read more →\nThe comfortable slow boil of LLM assisted coding Source: Hacker News (AI)\nArticle URL: https://01max.io/blog/a-comfortable-slow-boil/ Comments URL: https://news.ycombinator.com/item?id=48595253 Points: 2 # Comments: 0 Read more →\nMy suitcase robot gets high off a real gas sensor wired into the LLM sampler Source: Hacker News (AI)\nArticle URL: https://old.reddit.com/r/LocalLLaMA/comments/1u9a17y/my_suitcase_robot_gets_high_now_off_a_real_gas/ Comments URL: https://news.ycombinator.com/item?id=48595528 Points: 1 # Comments: 0 Read more →\nThis digest was automatically curated by Blake on June 19, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-19/","summary":"\u003ch1 id=\"ai-architect-digest--june-19-2026\"\u003eAI Architect Digest — June 19, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e57 articles curated\u003c/strong\u003e across 7 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"gitlab-190-embeds-agentic-ai-in-secrets-merge-requests-and-supply-chain-security\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/gitlab-19-agentic-ai/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eGitLab 19.0 Embeds Agentic AI in Secrets, Merge Requests, and Supply Chain Security\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eGitLab 19.0 extends agentic AI beyond code generation into securing credentials, reviewing and merging changes, and scanning dependencies, adding a public beta Secrets Manager, a full merge request Developer Flow, usage-based GitLab Duo billing, and generally available SBOM dependency scanning. By…\n\u003ca href=\"https://www.infoq.com/news/2026/06/gitlab-19-agentic-ai/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 19, 2026"},{"content":"AI Architect Digest — June 18, 2026 45 articles curated across 7 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nGitHub Copilot Desktop App Targets Parallel Agentic Workflows Source: InfoQ\nGitHub has introduced the GitHub Copilot app, a desktop control centre for agent-native development that aims to keep engineers in charge while AI agents handle more coding work. Mario Rodriguez writes on the GitHub blog that the recent wave of coding agents has brought faster delivery but also… Read more →\nJunie: The JetBrains AI Coding Agent Leaves Beta. Source: JetBrains Blog\nJunie started as an experiment. We asked, “What if an AI coding agent didn’t just guess at the details of your project, but actually used the same tools you do?” Over the last year, that experiment turned into a product used by developers every day – inside the IDE and the terminal. Today, the… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nMicrosoft Scout, New Enterprise Autopilot Built on OpenClaw, Announced at Build 2026 Source: InfoQ\nMicrosoft recently introduced at Build 2026 Microsoft Scout, an always-on agent. Scout belongs to a new category of agents Microsoft called Autopilots: always-on agents that work autonomously on a user’s behalf with their own identity, without needing to be prompted each time. Microsoft Scout… Read more →\nAI agents are a confused deputy with the keys to your kingdom​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌​‌‍​​‍‌‍​‌‌‍​‌‌‍​‍​​‌​‌‌‌‍​‌​‍‌​​​​​‌​‌‌‌‍​‌​‍‌​‌​‌‍​‍‌‍‌‍​​‍​‍‌​‍​‌‍​‍​​‌‍‌‌​‍‌‌‍​‍​‍‌​‌​‌‍​‌‍​​​​‌‌​‌‍​‍‌​‌​‌​​​​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌​‌‍​​‍‌‍​‌‌‍​‌‌‍​‍​​‌​‌‌‌‍​‌​‍‌​​​​​‌​‌‌‌‍​‌​‍‌​‌​‌‍​‍‌‍‌‍​​‍​‍‌​‍​‌‍​‍​​‌‍‌‌​‍‌‌‍​‍​‍‌​‌​‌‍​‌‍​​​​‌‌​‌‍​‍‌​‌​‌​​​​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nHow attackers took twenty thousand Instagram accounts by asking Meta\u0026rsquo;s AI politely, and why that failure is about to become… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPresentation: Automating the Web With MCP: Infra That Doesn’t Break Source: InfoQ\nPaul Klein discusses the distributed systems challenges of scaling cloud-hosted browser infra for AI agents. He explains how to manage bursty, stateful multi-tenancy and secure Chromium environments against remote code execution using Firecracker. He also shares how to leverage the Model Context… Read more →\nAI Agent Identity and Permission Challenges: How Uber and Auth0 Are Rethinking Access Control Source: InfoQ\nUber recently described an internal architecture for propagating identity across multi-agent AI workflows. The design aims to perserve user context, agent provenance, and scoped access as agents delegate work and call internal tools. The case study aligns with Auth0’s view that AI agents need… Read more →\n🎯 AI Impact on Software Architects How AI is reshaping the architect role and decision-making.\nPresentation: From Hype to Strong Foundations: What the Rise, Fall and Resurgence of Agents Can Teach Us About Outlasting the Cycle Source: InfoQ\nAditya Kumarakrishnan explains how to move past the \u0026ldquo;amnesia phase\u0026rdquo; of AI. He shares a blueprint for engineering leaders to build modular agent frameworks using CoALA, leverage decades of process science for scalable workflows, and \u0026ldquo;terraform\u0026rdquo; legacy environments into robust, event-sourced… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nrohitg00/ai-engineering-from-scratch Source: GitHub Trending (Python)\nLearn it. Build it. Ship it for others. From the creator of Agent Memory - #1 Persistent memory ⭐ which naturally works with any agents or chat assistants. ░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ 84% of students already use AI tools. Only 18% feel… Read more →\nChromeDevTools/chrome-devtools-mcp Source: GitHub Trending (TypeScript)\nChrome DevTools for coding agents Chrome DevTools for agents Chrome DevTools for agents ( chrome-devtools-mcp ) lets your coding agent (such as Antigravity, Claude, Cursor or Copilot) control and inspect a live Chrome browser. It acts as a Model-Context-Protocol (MCP) server, giving your AI coding… Read more →\ncalesthio/OpenMontage Source: GitHub Trending (All)\nWorld\u0026rsquo;s first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio. OpenMontage The first open-source, agentic video production system. Paste A Video · Quick Start · Try These Prompts · Pipelines ·… Read more →\nDeusData/codebase-memory-mcp Source: GitHub Trending (All)\nHigh-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies. codebase-memory-mcp The fastest and most efficient code intelligence engine… Read more →\nPanniantong/Agent-Reach Source: GitHub Trending (All)\nGive your AI agent eyes to see the entire internet. Read \u0026amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 当下最稳的接入方式，替你选好、装好、体检好——接入方式会换代，你不用操心 快速开始 · English · 日本語 · 한국어 · 支持平台 · 设计理念 为什么需要 Agent Reach？ AI Agent… Read more →\nnocobase/nocobase Source: GitHub Trending (TypeScript)\nNocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability. English | 简体中文 | 日本語 | Français | Español |… Read more →\nruvnet/ruflo Source: GitHub Trending (TypeScript)\n🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration Ruflo Multi-agent AI… Read more →\nlangfuse/langfuse Source: GitHub Trending (TypeScript)\n🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 Langfuse Cloud · Self Host · Demo Docs · Report Bug · Feature Request · Changelog · Roadmap · Langfuse… Read more →\nobra/superpowers Source: GitHub Trending (All)\nAn agentic skills framework \u0026amp; software development methodology that works. Superpowers Superpowers is a complete software development methodology for your coding agents, built on top of a set of composable skills and some initial instructions that make sure your agent uses them. We\u0026rsquo;re Hiring! We\u0026rsquo;re… Read more →\nopenobserve/openobserve Source: GitHub Trending (TypeScript)\nOpen source observability platform for logs, metrics, traces, frontend monitoring, pipelines and LLM observability. A sophisticated, simple and highly performant alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment. Open source Datadog… Read more →\n📊 Time Series Analysis with Agentic AI AI applied to time series, forecasting, and anomaly detection.\nMolmoMotion: Language-guided 3D motion forecasting Source: Hugging Face Blog Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nCoinbase Postmortem Reveals How a Localized AWS Failure Triggered a Multi-Hour Trading Outage Source: InfoQ\nCoinbase has published a detailed postmortem of its May 7, 2026, outage, revealing how a localized cooling failure inside an AWS data center escalated into a multi-hour disruption that halted nearly all trading activity across the cryptocurrency exchange By Craig Risi Read more →\nAthena Coalition Brings Coordinated Defence to Open Source Security Source: InfoQ\nCybersecurity firm Chainguard has announced the launch of Athena, an industry coalition to use artificial intelligence to find and fix vulnerabilities in widely-used open-source software before attackers can exploit them. The coalition focuses on libraries, containers and other components that… Read more →\nYour JetBrains IDE Expertise, Now on LinkedIn Source: JetBrains Blog\nEvery developer has tools they rely on daily. The workflows they’ve built around them, the ways they’ve learned to move faster, debug smarter, and write better code – that kind of hands-on experience can be hard to put into words. We’re collaborating with LinkedIn to make it easier for you to… Read more →\nThis digest was automatically curated by Blake on June 18, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-18/","summary":"\u003ch1 id=\"ai-architect-digest--june-18-2026\"\u003eAI Architect Digest — June 18, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e45 articles curated\u003c/strong\u003e across 7 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"github-copilot-desktop-app-targets-parallel-agentic-workflows\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/github-copilot-app/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eGitHub Copilot Desktop App Targets Parallel Agentic Workflows\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eGitHub has introduced the GitHub Copilot app, a desktop control centre for agent-native development that aims to keep engineers in charge while AI agents handle more coding work. Mario Rodriguez writes on the GitHub blog that the recent wave of coding agents has brought faster delivery but also…\n\u003ca href=\"https://www.infoq.com/news/2026/06/github-copilot-app/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 18, 2026"},{"content":"AI Architect Digest — June 17, 2026 40 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nGitHub Copilot Desktop App Targets Parallel Agentic Workflows Source: InfoQ\nGitHub has introduced the GitHub Copilot app, a desktop control centre for agent-native development that aims to keep engineers in charge while AI agents handle more coding work. Mario Rodriguez writes on the GitHub blog that the recent wave of coding agents has brought faster delivery but also… Read more →\nAnthropic Explains How Claude Builds Its Own Execution Harnesses Source: InfoQ\nAnthropic has published additional details about the orchestration system behind Claude Code\u0026rsquo;s recently introduced Dynamic Workflows, highlighting how the feature generates custom execution harnesses designed to coordinate teams of AI agents for complex tasks. By Robert Krzaczyński Read more →\nAI Coding Agents Get a Stack Overflow of Their Own Source: InfoQ\nStack Overflow has announced Stack Overflow for Agents, a beta API-first knowledge exchange aimed at AI coding agents rather than human developers. The service is presented as a way to close what the company calls the Ephemeral Intelligence Gap, where agents repeatedly rediscover the same fixes and… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nXcode 27 Extends Agent Integration, Revamps UI, and Introduces DeviceHub Source: InfoQ\nAt WWDC 2026, Apple introduced Xcode 27, which makes it easy to kick off tasks with coding agents, iterate on new project ideas, and customize the workspace. It also introduces DeviceHub for unified simulator and device management, along with enhancements to Organizer and Instruments, among many… Read more →\nArrowJS Reaches 1.0, Recast as the First UI Framework for the Agentic Era Source: InfoQ\nArrowJS, developed by Justin Schroeder, is a reactive UI library that has reached its 1.0 release after three years in development. It utilizes core web technologies, avoids JSX and compilers. Notable features include an optional WASM sandbox for executing untrusted code. The framework\u0026rsquo;s minimalism… Read more →\nAI agents expose the security checks you never actually wrote​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌​‌‍​​‍‌‍​‌‌‍​‌‌‍​‍​​‌​‌‌‌‍​‌​‍‌​​​​​‌​‌‌‌‍​‌​‍‌​‌​‌‍​‍‌‍‌‍​​‍​‍‌​‍​‌‍​‍​​‌‍‌‌​‍‌‌‍​‍​‍‌​‌​‌‍​‌‍​​​​‌‌​‌‍​‍‌​‌​‌​​​​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌​‌‍​​‍‌‍​‌‌‍​‌‌‍​‍​​‌​‌‌‌‍​‌​‍‌​​​​​‌​‌‌‌‍​‌​‍‌​‌​‌‍​‍‌‍‌‍​​‍​‍‌​‍​‌‍​‍​​‌‍‌‌​‍‌‌‍​‍​‍‌​‌​‌‍​‌‍​​​​‌‌​‌‍​‍‌​‌​‌​​​​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nHow attackers took twenty thousand Instagram accounts by asking Meta\u0026rsquo;s AI politely, and why that failure is about to become… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPresentation: Automating the Web With MCP: Infra That Doesn’t Break Source: InfoQ\nPaul Klein discusses the distributed systems challenges of scaling cloud-hosted browser infra for AI agents. He explains how to manage bursty, stateful multi-tenancy and secure Chromium environments against remote code execution using Firecracker. He also shares how to leverage the Model Context… Read more →\nIf context is king, architecture is the castle​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌‌‍​​​‍​​‌‍​​​​​‍‌‌‍​‍​​‍​‍‌​‌​​​‌​​‌‍‌​​‍‌​‌​‌‍​‌​‌​​​​‍‌​‍‌‌‍​‌‌‍​‍‌‍​​‍‌‌‍‌‌​‌​​​‌‍‌​​​‌‌‍​‍​‌​​​​‌‍‌‍‌‍​‌‍​‌​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌‌‍​​​‍​​‌‍​​​​​‍‌‌‍​‍​​‍​‍‌​‌​​​‌​​‌‍‌​​‍‌​‌​‌‍​‌​‌​​​​‍‌​‍‌‌‍​‌‌‍​‍‌‍​​‍‌‌‍‌‌​‌​​​‌‍‌​​​‌‌‍​‍​‌​​​​‌‍‌‍‌‍​‌‍​‌​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nRecorded live at the AI Agent Conference, Ryan sits down with Apollo GraphQL CEO Matt DeBerglis to discuss how enterprises can leverage GraphQL and MCP as a structured semantic architecture to feed clean data to autonomous agents, safeguard internal microservices against unprecedented \u0026ldquo;east-west\u0026rdquo;… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nrohitg00/ai-engineering-from-scratch Source: GitHub Trending (Python)\nLearn it. Build it. Ship it for others. From the creator of Agent Memory - #1 Persistent memory ⭐ which naturally works with any agents or chat assistants. ░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ 84% of students already use AI tools. Only 18% feel… Read more →\nChromeDevTools/chrome-devtools-mcp Source: GitHub Trending (TypeScript)\nChrome DevTools for coding agents Chrome DevTools for agents Chrome DevTools for agents ( chrome-devtools-mcp ) lets your coding agent (such as Antigravity, Claude, Cursor or Copilot) control and inspect a live Chrome browser. It acts as a Model-Context-Protocol (MCP) server, giving your AI coding… Read more →\ndiegosouzapw/OmniRoute Source: GitHub Trending (TypeScript)\nNever stop coding. Free AI gateway: one endpoint, 160+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline \u0026amp; Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95% tokens, smart auto-fallback, MCP/A2A, multimodal APIs, Desktop/PWA. 🚀 OmniRoute — The Free AI… Read more →\nPanniantong/Agent-Reach Source: GitHub Trending (Python)\nGive your AI agent eyes to see the entire internet. Read \u0026amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 当下最稳的接入方式，替你选好、装好、体检好——接入方式会换代，你不用操心 快速开始 · English · 日本語 · 한국어 · 支持平台 · 设计理念 为什么需要 Agent Reach？ AI Agent… Read more →\nmoorcheh-ai/memanto Source: GitHub Trending (Python)\nMemory that AI Agents Love! Your agent forgets everything. Memanto fixes that. Persistent memory for Claude Code, Cursor, Codex, and 14 other agents. 100% free, open source, and runs entirely on your machine - no API keys, no vector database, no backend to babysit. Memory that AI Agents Love! What… Read more →\nEgonex-AI/Understand-Anything Source: GitHub Trending (TypeScript)\nGraphs that teach \u0026gt; graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more. Understand Anything Turn any codebase, knowledge base, or docs into an interactive… Read more →\nnocobase/nocobase Source: GitHub Trending (TypeScript)\nNocoBase is an open-source AI + no-code platform for building business systems fast. Instead of generating everything from scratch, AI works on top of production-proven infrastructure and a WYSIWYG no-code interface, so you get both speed and reliability. English | 简体中文 | 日本語 | Français | Español |… Read more →\nnilbuild/developer-roadmap Source: GitHub Trending (TypeScript)\nInteractive roadmaps, guides and other educational content to help developers grow in their careers. roadmap.sh Community driven roadmaps, articles and resources for developers Roadmaps are now interactive, you can click the nodes to read more about the topics. View all Roadmaps · Best Practices ·… Read more →\nkarpathy/autoresearch Source: GitHub Trending (Python)\nAI agents running research on single-GPU nanochat training automatically autoresearch One day, frontier AI research used to be done by meat computers in between eating, sleeping, having other fun, and synchronizing once in a while using sound wave interconnect in the ritual of \u0026ldquo;group meeting\u0026rdquo;. That… Read more →\nEveryInc/compound-engineering-plugin Source: GitHub Trending (TypeScript)\nOfficial Compound Engineering plugin for Claude Code, Codex, Cursor, and more Compound Engineering AI skills and agents that make each unit of engineering work easier than the last. Philosophy Each unit of engineering work should make subsequent units easier \u0026ndash; not harder. Traditional development… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nArticle: Governing AI in the Cloud: A Practical Guide for Architects Source: InfoQ\nIn this article, the author outlines a practical approach to AI governance in the cloud, covering discovery of shadow AI, data classification at creation, IAM-based enforcement, policy-as-code, and operational controls. The article shows how organizations can embed governance into delivery… Read more →\nPresentation: Practical Performance Tuning for Serverless Java on AWS Source: InfoQ\nAWS Hero Vadym Kazulkin explains how to overcome Java’s enterprise hurdle on AWS Lambda: cold starts and memory footprints. He shares a technical deep dive into performance tuning, comparing fully managed AWS SnapStart (with pre-snapshot priming hooks) against GraalVM ahead-of-time compilation,… Read more →\nCoinbase Postmortem Reveals How a Localized AWS Failure Triggered a Multi-Hour Trading Outage Source: InfoQ\nCoinbase has published a detailed postmortem of its May 7, 2026, outage, revealing how a localized cooling failure inside an AWS data center escalated into a multi-hour disruption that halted nearly all trading activity across the cryptocurrency exchange By Craig Risi Read more →\nPodcast: Increasing Users\u0026rsquo; Data Agency: From BlueSky\u0026rsquo;s AT Protocol to the Local-First Software Movement Source: InfoQ\nMartin Kleppmann, an associate professor at Cambridge and author of Designing Data-Intensive Applications, discusses the evolution of data systems over the last decade, mainly the shift from monolithic databases to modular building blocks. Kleppmann underlines the importance of moving from… Read more →\nSpring News Roundup: Point Releases of Boot, Security, Integration, Modulith and Spring AI 2.0 Source: InfoQ\nThere was a flurry of activity in the Spring ecosystem during the week of June 8th, 2026, highlighting point releases of: Spring Boot, Spring Security, Spring Session, Spring Integration, Spring Modulith, Spring AMQP and Spring Vault; and GA releases of Spring AI 2.0 and Spring Data 2026.0.0. By… Read more →\nJava News Roundup: A2A Java SDK 1.0, Jakarta EE 12, JNoSQL, GraalVM, Micrometer, OpenXava, Gradle Source: InfoQ\nThis week\u0026rsquo;s Java roundup for June 8th, 2026, features news highlighting: the GA release of A2A Java SDK 1.0; an update on Jakarta EE 12; point releases of Micrometer Metrics and Micrometer Tracing; maintenance releases of GraalVM Native Build Tools and OpenXava; the second release candidate of… Read more →\nPostgreSQL 19 Beta Introduces SQL Graph Queries and Concurrent Table Repacking Source: InfoQ\nPostgreSQL 19 Beta has been announced, with general availability expected in September, following the project\u0026rsquo;s yearly major-release cadence. This release introduces native SQL Property Graph Queries (SQL/PGQ), concurrent table repacking to reclaim storage without downtime, and a broad set of… Read more →\nThis digest was automatically curated by Blake on June 17, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-17/","summary":"\u003ch1 id=\"ai-architect-digest--june-17-2026\"\u003eAI Architect Digest — June 17, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e40 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"github-copilot-desktop-app-targets-parallel-agentic-workflows\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/github-copilot-app/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eGitHub Copilot Desktop App Targets Parallel Agentic Workflows\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eGitHub has introduced the GitHub Copilot app, a desktop control centre for agent-native development that aims to keep engineers in charge while AI agents handle more coding work. Mario Rodriguez writes on the GitHub blog that the recent wave of coding agents has brought faster delivery but also…\n\u003ca href=\"https://www.infoq.com/news/2026/06/github-copilot-app/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 17, 2026"},{"content":"AI Architect Digest — June 16, 2026 44 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nAnthropic Explains How Claude Builds Its Own Execution Harnesses Source: InfoQ\nAnthropic has published additional details about the orchestration system behind Claude Code\u0026rsquo;s recently introduced Dynamic Workflows, highlighting how the feature generates custom execution harnesses designed to coordinate teams of AI agents for complex tasks. By Robert Krzaczyński Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nXcode 27 Extends Agent Integration, Revamps UI, and Introduces DeviceHub Source: InfoQ\nAt WWDC 2026, Apple introduced Xcode 27, which makes it easy to kick off tasks with coding agents, iterate on new project ideas, and customize the workspace. It also introduces DeviceHub for unified simulator and device management, along with enhancements to Organizer and Instruments, among many… Read more →\nArrowJS Reaches 1.0, Recast as the First UI Framework for the Agentic Era Source: InfoQ\nArrowJS, developed by Justin Schroeder, is a reactive UI library that has reached its 1.0 release after three years in development. It utilizes core web technologies, avoids JSX and compilers. Notable features include an optional WASM sandbox for executing untrusted code. The framework\u0026rsquo;s minimalism… Read more →\nAI agents expose the security checks you never actually wrote​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌​‌‍​​‍‌‍​‌‌‍​‌‌‍​‍​​‌​‌‌‌‍​‌​‍‌​​​​​‌​‌‌‌‍​‌​‍‌​‌​‌‍​‍‌‍‌‍​​‍​‍‌​‍​‌‍​‍​​‌‍‌‌​‍‌‌‍​‍​‍‌​‌​‌‍​‌‍​​​​‌‌​‌‍​‍‌​‌​‌​​​​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌​‌‍​​‍‌‍​‌‌‍​‌‌‍​‍​​‌​‌‌‌‍​‌​‍‌​​​​​‌​‌‌‌‍​‌​‍‌​‌​‌‍​‍‌‍‌‍​​‍​‍‌​‍​‌‍​‍​​‌‍‌‌​‍‌‌‍​‍​‍‌​‌​‌‍​‌‍​​​​‌‌​‌‍​‍‌​‌​‌​​​​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nHow attackers took twenty thousand Instagram accounts by asking Meta\u0026rsquo;s AI politely, and why that failure is about to become… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nIf context is king, architecture is the castle​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌‌‍​​​‍​​‌‍​​​​​‍‌‌‍​‍​​‍​‍‌​‌​​​‌​​‌‍‌​​‍‌​‌​‌‍​‌​‌​​​​‍‌​‍‌‌‍​‌‌‍​‍‌‍​​‍‌‌‍‌‌​‌​​​‌‍‌​​​‌‌‍​‍​‌​​​​‌‍‌‍‌‍​‌‍​‌​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌‌‍​​​‍​​‌‍​​​​​‍‌‌‍​‍​​‍​‍‌​‌​​​‌​​‌‍‌​​‍‌​‌​‌‍​‌​‌​​​​‍‌​‍‌‌‍​‌‌‍​‍‌‍​​‍‌‌‍‌‌​‌​​​‌‍‌​​​‌‌‍​‍​‌​​​​‌‍‌‍‌‍​‌‍​‌​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nRecorded live at the AI Agent Conference, Ryan sits down with Apollo GraphQL CEO Matt DeBerglis to discuss how enterprises can leverage GraphQL and MCP as a structured semantic architecture to feed clean data to autonomous agents, safeguard internal microservices against unprecedented \u0026ldquo;east-west\u0026rdquo;… Read more →\nAnthropic Releases and Temporarily Suspends Claude Fable 5 Source: InfoQ\nOn June 9, 2026, Anthropic launched Claude Fable 5, a model designed for long-horizon tasks, but it was taken offline shortly after due to a U.S. government export directive. It shares architecture with Claude Mythos 5, supporting extensive token usage. The model includes mandatory data retention… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nrohitg00/ai-engineering-from-scratch Source: GitHub Trending (All)\nLearn it. Build it. Ship it for others. From the creator of Agent Memory - #1 Persistent memory ⭐ which naturally works with any agents or chat assistants. ░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ 84% of students already use AI tools. Only 18% feel… Read more →\nmikeroyal/Self-Hosting-Guide Source: GitHub Trending (All)\nSelf-Hosting Guide. Learn all about locally hosting (on premises \u0026amp; private web servers) and managing software applications by yourself or your organization. Including Cloud, LLMs, WireGuard, Automation, Home Assistant, and Networking. Self Hosting Guide A guide for getting started with Self Hosting… Read more →\nPanniantong/Agent-Reach Source: GitHub Trending (All)\nGive your AI agent eyes to see the entire internet. Read \u0026amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 当下最稳的接入方式，替你选好、装好、体检好——接入方式会换代，你不用操心 🇨🇳 国内访问：本项目托管于 AtomGit 镜像 （与 GitHub 自动同步，克隆更快） 快速开始 · English · 日本語 · 한국어 ·… Read more →\njwasham/coding-interview-university Source: GitHub Trending (All)\nA complete computer science study plan to become a software engineer. Coding Interview University I originally created this as a short to-do list of study topics for becoming a software engineer, but it grew to the large list you see today. After going through this study plan, I got hired as a… Read more →\ntrycua/cua Source: GitHub Trending (All)\nOpen-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows). Build, benchmark, and deploy agents that use computers Choose Your Path Building your own agent? Start with Cua · Giving a… Read more →\nnilbuild/developer-roadmap Source: GitHub Trending (TypeScript)\nInteractive roadmaps, guides and other educational content to help developers grow in their careers. roadmap.sh Community driven roadmaps, articles and resources for developers Roadmaps are now interactive, you can click the nodes to read more about the topics. View all Roadmaps · Best Practices ·… Read more →\nNVIDIA/SkillSpector Source: GitHub Trending (All)\nSecurity scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks. SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks before installing agent skills. Overview AI agent skills (used by Claude Code,… Read more →\nOpenBB-finance/OpenBB Source: GitHub Trending (Python)\nFinancial data platform for analysts, quants and AI agents. Open Data Platform by OpenBB (ODP) is the open-source toolset that helps data engineers integrate proprietary, licensed, and public data sources into downstream applications like AI copilots and research dashboards. ODP operates as the… Read more →\nshuvonsec/claude-bug-bounty Source: GitHub Trending (Python)\nAI-powered bug bounty hunting from your terminal - recon, 20 vuln classes, autonomous hunting, and report generation. All inside Claude Code. BugHunter AI-powered bug bounty hunting — recon to report, in your terminal. Find vulnerabilities. Validate them. Get paid. No subscription required. Free… Read more →\nandrewyng/aisuite Source: GitHub Trending (Python)\nSimple, unified interface to multiple Generative AI providers OpenCoworker An AI agent that lives on your desktop, built on aisuite. OpenCoworker is a desktop AI agent that can not only chat, but also do deep research and carry out tasks for you on your computer. It can read files (with permission)… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nArticle: Governing AI in the Cloud: A Practical Guide for Architects Source: InfoQ\nIn this article, the author outlines a practical approach to AI governance in the cloud, covering discovery of shadow AI, data classification at creation, IAM-based enforcement, policy-as-code, and operational controls. The article shows how organizations can embed governance into delivery… Read more →\nPresentation: Practical Performance Tuning for Serverless Java on AWS Source: InfoQ\nAWS Hero Vadym Kazulkin explains how to overcome Java’s enterprise hurdle on AWS Lambda: cold starts and memory footprints. He shares a technical deep dive into performance tuning, comparing fully managed AWS SnapStart (with pre-snapshot priming hooks) against GraalVM ahead-of-time compilation,… Read more →\nVercel Labs Open-Sources Zero-Native: A Zig-Based Cross-Platform Native Application Framework Source: InfoQ\nVercel Labs recently open-sourced zero-native, a cross-platform framework for native desktop applications. Zero-native bypasses Electron runtime in favor or native OS WebViews and claims to achieve smaller, more efficient native apps with minimal overhead. Zero-native is written in Zig, thus… Read more →\nSpring Boot 4.1 Adds gRPC Auto-Configuration, SSRF Mitigation, and Kotlin 2.3 Support Source: InfoQ\nBroadcom released Spring Boot 4.1 on June 10, 2026, to deliver gRPC auto-configuration, HTTP-client SSRF mitigation, and upgrades to Kotlin 2.3. It also brings lazy datasource connections, async context propagation for @Async methods, and improved OpenTelemetry support. Uncharacteristically,… Read more →\nPodcast: Increasing Users\u0026rsquo; Data Agency: From BlueSky\u0026rsquo;s AT Protocol to the Local-First Software Movement Source: InfoQ\nMartin Kleppmann, an associate professor at Cambridge and author of Designing Data-Intensive Applications, discusses the evolution of data systems over the last decade, mainly the shift from monolithic databases to modular building blocks. Kleppmann underlines the importance of moving from… Read more →\nSpring News Roundup: Point Releases of Boot, Security, Integration, Modulith and Spring AI 2.0 Source: InfoQ\nThere was a flurry of activity in the Spring ecosystem during the week of June 8th, 2026, highlighting point releases of: Spring Boot, Spring Security, Spring Session, Spring Integration, Spring Modulith, Spring AMQP and Spring Vault; and GA releases of Spring AI 2.0 and Spring Data 2026.0.0. By… Read more →\nJava News Roundup: A2A Java SDK 1.0, Jakarta EE 12, JNoSQL, GraalVM, Micrometer, OpenXava, Gradle Source: InfoQ\nThis week\u0026rsquo;s Java roundup for June 8th, 2026, features news highlighting: the GA release of A2A Java SDK 1.0; an update on Jakarta EE 12; point releases of Micrometer Metrics and Micrometer Tracing; maintenance releases of GraalVM Native Build Tools and OpenXava; the second release candidate of… Read more →\nPostgreSQL 19 Beta Introduces SQL Graph Queries and Concurrent Table Repacking Source: InfoQ\nPostgreSQL 19 Beta has been announced, with general availability expected in September, following the project\u0026rsquo;s yearly major-release cadence. This release introduces native SQL Property Graph Queries (SQL/PGQ), concurrent table repacking to reclaim storage without downtime, and a broad set of… Read more →\nThis digest was automatically curated by Blake on June 16, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-16/","summary":"\u003ch1 id=\"ai-architect-digest--june-16-2026\"\u003eAI Architect Digest — June 16, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e44 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"anthropic-explains-how-claude-builds-its-own-execution-harnesses\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/claude-code-harnesses/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eAnthropic Explains How Claude Builds Its Own Execution Harnesses\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eAnthropic has published additional details about the orchestration system behind Claude Code\u0026rsquo;s recently introduced Dynamic Workflows, highlighting how the feature generates custom execution harnesses designed to coordinate teams of AI agents for complex tasks. By Robert Krzaczyński\n\u003ca href=\"https://www.infoq.com/news/2026/06/claude-code-harnesses/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 16, 2026"},{"content":"AI Architect Digest — June 15, 2026 40 articles curated across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nTerraform MCP Server Enables AI Assistants to Interact with Terraform Infrastructure Source: InfoQ\nHashiCorp has announced the general availability of the Terraform MCP Server, an open-source MCP server that enables agents to integrate with Terraform Registry APIs. The company says that it can improve infrastructure teams productivity by relieving engineers of rote tasks. By Sergio De Simone Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nAnthropic Releases and Temporarily Suspends Claude Fable 5 Source: InfoQ\nOn June 9, 2026, Anthropic launched Claude Fable 5, a model designed for long-horizon tasks, but it was taken offline shortly after due to a U.S. government export directive. It shares architecture with Claude Mythos 5, supporting extensive token usage. The model includes mandatory data retention… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nAr9av/obsidian-wiki Source: GitHub Trending (Python)\nFramework for AI agents to build and maintain a digital brain through Obsidian wiki using Karpathy\u0026rsquo;s LLM Wiki pattern obsidian-wiki A digital brain you grow with your AI agent. It remembers what you figure out, connects it to what you already know, and answers when you ask. The pattern comes from… Read more →\nNVIDIA/SkillSpector Source: GitHub Trending (All)\nSecurity scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks. SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks before installing agent skills. Overview AI agent skills (used by Claude Code,… Read more →\nskypilot-org/skypilot Source: GitHub Trending (Python)\nRun, manage, and scale AI workloads on any AI infrastructure. Use one system to access \u0026amp; manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem). Manage all your AI compute 🌟 SkyPilot Demo 🌟: Click to see a 1-minute tour SkyPilot is a system to run, manage, and scale AI workloads on any AI… Read more →\nzhukunpenglinyutong/desktop-cc-gui Source: GitHub Trending (TypeScript)\nCC GUI 客户端（专为开发者打造的VibeCoding平台） Desktop CC GUI English · 简体中文 ccgui is an open-source desktop client for AI coding. In plain words: it takes command-line AI coding tools like Claude Code, Codex CLI, and OpenCode, and wraps them in a friendly graphical interface. No more staring at a black… Read more →\nandrewyng/aisuite Source: GitHub Trending (All)\nSimple, unified interface to multiple Generative AI providers OpenCoworker An AI agent that lives on your desktop, built on aisuite. OpenCoworker is a desktop AI agent that can not only chat, but also do deep research and carry out tasks for you on your computer. It can read files (with permission)… Read more →\nLMCache/LMCache Source: GitHub Trending (Python)\nLMCache: Supercharge Your LLM with the Fastest KV Cache Layer A KV Cache Management Layer for Scalable LLM Inference Blog | Documentation | Join Slack | Community Meeting | Roadmap Updates [2026/05] 🔥 Agentic workload benchmark on AMD MI300X ( blog ). [2026/04] 🔥 LMCache\u0026rsquo;s new multiprocess(MP)… Read more →\nFareedKhan-dev/train-llm-from-scratch Source: GitHub Trending (Python)\nA straightforward method for training your LLM, from downloading data to generating text. Train LLM From Scratch I am Looking for a PhD position in AI . GitHub I implemented a transformer model from scratch using PyTorch, based on the paper Attention is All You Need . You can use my scripts to… Read more →\nOpenHands/OpenHands Source: GitHub Trending (Python)\n🙌 OpenHands: AI-Driven Development OpenHands: AI-Driven Development Deutsch | Español | français | 日本語 | 한국어 | Português | Русский | 中文 🙌 Welcome to OpenHands, a community focused on AI-driven development. We’d love for you to join us on Slack . There are a few ways to work with OpenHands:… Read more →\nsindresorhus/type-fest Source: GitHub Trending (TypeScript)\nA collection of essential TypeScript types A collection of essential TypeScript types Sindre Sorhus\u0026rsquo; open source work is supported by the community Special thanks to: Effortless backends with infrastructure from code An open-source framework that supports any programming language, cloud provider,… Read more →\nlfnovo/open-notebook Source: GitHub Trending (TypeScript)\nAn Open Source implementation of Notebook LM with more flexibility and features Open Notebook An open source, privacy-focused alternative to Google\u0026rsquo;s Notebook LM! Join our Discord server for help, to share workflow ideas, and suggest features! Checkout our website » 📚 Get Started · 📖 User Guide · ✨… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nAWS Introduces Durable Storage Option for ElastiCache for Valkey Source: InfoQ\nAWS has recently introduced durability for Amazon ElastiCache for Valkey, enabling reliable data retention across failures and expanding support beyond caching to persistent workloads. The feature offers new options that prioritize either minimizing data loss or maintaining lower write latency,… Read more →\nVercel Labs Open-Sources Zero-Native: A Zig-Based Cross-Platform Native Application Framework Source: InfoQ\nVercel Labs recently open-sourced zero-native, a cross-platform framework for native desktop applications. Zero-native bypasses Electron runtime in favor or native OS WebViews and claims to achieve smaller, more efficient native apps with minimal overhead. Zero-native is written in Zig, thus… Read more →\nSpring Boot 4.1 Adds gRPC Auto-Configuration, SSRF Mitigation, and Kotlin 2.3 Support Source: InfoQ\nBroadcom released Spring Boot 4.1 on June 10, 2026, to deliver gRPC auto-configuration, HTTP-client SSRF mitigation, and upgrades to Kotlin 2.3. It also brings lazy datasource connections, async context propagation for @Async methods, and improved OpenTelemetry support. Uncharacteristically,… Read more →\nThis digest was automatically curated by Blake on June 15, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-15/","summary":"\u003ch1 id=\"ai-architect-digest--june-15-2026\"\u003eAI Architect Digest — June 15, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e40 articles curated\u003c/strong\u003e across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"terraform-mcp-server-enables-ai-assistants-to-interact-with-terraform-infrastructure\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/terraform-mcp-server-ga/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eTerraform MCP Server Enables AI Assistants to Interact with Terraform Infrastructure\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eHashiCorp has announced the general availability of the Terraform MCP Server, an open-source MCP server that enables agents to integrate with Terraform Registry APIs. The company says that it can improve infrastructure teams productivity by relieving engineers of rote tasks. By Sergio De Simone\n\u003ca href=\"https://www.infoq.com/news/2026/06/terraform-mcp-server-ga/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 15, 2026"},{"content":"AI Architect Digest — June 14, 2026 45 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nTerraform MCP Server Enables AI Assistants to Interact with Terraform Infrastructure Source: InfoQ\nHashiCorp has announced the general availability of the Terraform MCP Server, an open-source MCP server that enables agents to integrate with Terraform Registry APIs. The company says that it can improve infrastructure teams productivity by relieving engineers of rote tasks. By Sergio De Simone Read more →\nAngular\u0026rsquo;s Official Agent Skills Helps AI Coding Tools Write Modern Angular Source: InfoQ\nGoogle\u0026rsquo;s Angular team has released a repository called angular/skills, focusing on Agent Skills that enhance AI coding agents\u0026rsquo; ability to write modern Angular code. The repository includes skills for generating code and scaffolding applications, reinforcing current Angular conventions. It serves as… Read more →\nPodcast: Craig McLuckie on Culture as a Team\u0026rsquo;s Operating System in the AI Era Source: InfoQ\nIn this podcast, Shane Hastie, Lead Editor for Culture \u0026amp; Methods spoke to Craig McLuckie, co-creator of Kubernetes and CEO of Stacklok, about the impact of AI coding tools on open source communities and engineering teams, designing deliberate organisational culture, and navigating evolving career… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nWebMCP Standard Proposal for Agentic Web Actuation Now Available in Chrome (Origin Trials) Source: InfoQ\nGoogle recently announced that WebMCP is entering origin trials in Chrome 149. The new WebMCP standard proposal lets sites expose tools (e.g., JavaScript functions and HTML forms) to in-browser AI agents, which can thus reliably simulate user actions instead of resorting to possibly expensive… Read more →\nRun Untrusted AI Agent Code Safely with Azure Container Apps Sandboxes Source: InfoQ\nMicrosoft has announced the public preview of Azure Container Apps Sandboxes. This new ARM resource type is Microsoft.App/SandboxGroups, runs untrusted code generated by agents in hardware-isolated environments. Each sandbox starts from an OCI disk image in less than a second. It can scale to… Read more →\nPinecone Brings AI Agents Directly to Enterprise Data with Microsoft OneLake Integration Source: InfoQ\nPinecone has announced a new integration between its Nexus knowledge engine and Microsoft OneLake, aiming to fundamentally change how enterprise AI agents access and reason over corporate data. By Craig Risi Read more →\nGoogle Launches Colab CLI for Developers, Automation, and AI Agents Source: InfoQ\nGoogle has announced the Google Colab CLI, a command-line tool that allows developers and AI agents to interact with remote Colab runtimes directly from a local terminal. By Daniel Dominguez Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nSlack Eliminates SSH in EMR Pipelines, Migrates 700+ Jobs to Rest-Based Architecture Source: InfoQ\nSlack modernized its data platform by replacing SSH based execution in Amazon EMR pipelines with a REST driven orchestration layer called Quarry. The migration covered 700 plus Airflow operators, improving security, reliability, and observability while eliminating direct SSH access across… Read more →\nPresentation: Moving Mountains: Migrating Legacy Code in Weeks instead of Years Source: InfoQ\nDavid Stein shares how to rethink large-scale architectural migrations using AI. He discusses ServiceTitan\u0026rsquo;s \u0026ldquo;assembly line\u0026rdquo; pattern, explaining how decomposing legacy codebase refactoring into standardized tasks can achieve massive parallelization. He highlights the critical role of… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nmksglu/context-mode Source: GitHub Trending (TypeScript)\nContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms Context Mode The other half of the context problem. Used across teams at The Problem Every MCP tool call dumps raw data into your context window. A Playwright snapshot costs 56 KB. Twenty GitHub… Read more →\naddyosmani/agent-skills Source: GitHub Trending (All)\nProduction-grade engineering skills for AI coding agents. Agent Skills Production-grade engineering skills for AI coding agents. Skills encode the workflows, quality gates, and best practices that senior engineers use when building software. These ones are packaged so AI agents follow them… Read more →\ntirth8205/code-review-graph Source: GitHub Trending (Python)\nLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows. code-review-graph Stop burning tokens. Start reviewing smarter. English | 简体中文 | 日本語 |… Read more →\nshareAI-lab/learn-claude-code Source: GitHub Trending (Python)\nBash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 English | 中文 | 日本語 Learn Claude Code \u0026ndash; Harness Engineering for Real Agents Agency Comes from the Model. An Agent Product = Model + Harness. Before we write any code, one thing needs to be clear. Agency \u0026ndash; the… Read more →\nmicrosoft/playwright Source: GitHub Trending (TypeScript)\nPlaywright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API. 🎭 Playwright Documentation | API reference Playwright is a framework for web automation and testing. It drives Chromium, Firefox, and WebKit with a single API — in your tests,… Read more →\nkenn-io/agentsview Source: GitHub Trending (All)\nLocal-first session intelligence and analytics for coding agents, supporting Claude Code, Codex, and more than 20 other agents. Also: 100x faster replacement for ccusage! agentsview Browse, search, and track costs across all your AI coding agents. One binary, no accounts, everything local. Install… Read more →\nbrowser-use/browser-use Source: GitHub Trending (Python)\n🌐 Make websites accessible for AI agents. Automate tasks online with ease. 🌤️ Want to skip the setup? Use our cloud for faster, scalable, stealth-enabled browser automation! 🤖 LLM Quickstart Direct your favorite coding agent (Cursor, Claude Code, etc) to Agents.md Prompt away! 👋 Human Quickstart… Read more →\nNVIDIA/SkillSpector Source: GitHub Trending (All)\nSecurity scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks. SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks before installing agent skills. Overview AI agent skills (used by Claude Code,… Read more →\nskypilot-org/skypilot Source: GitHub Trending (Python)\nRun, manage, and scale AI workloads on any AI infrastructure. Use one system to access \u0026amp; manage all AI compute (Kubernetes, Slurm, 20+ clouds, on-prem). Manage all your AI compute 🌟 SkyPilot Demo 🌟: Click to see a 1-minute tour SkyPilot is a system to run, manage, and scale AI workloads on any AI… Read more →\nlobehub/lobehub Source: GitHub Trending (TypeScript)\n🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team. LobeHub LobeHub organizes your agents into 7×24 operation. It hires, schedules, reports on your entire AI team. You stay in charge — without staying… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nAWS Introduces CDK Mixins for Composable Infrastructure Abstractions Source: InfoQ\nAWS recently announced CDK Mixins, a new AWS CDK feature that lets developers add reusable capabilities like security, monitoring, and configuration to AWS resources. Mixins work across different construct types, making infrastructure code more flexible and reusable. By Renato Losio Read more →\nAWS Introduces Durable Storage Option for ElastiCache for Valkey Source: InfoQ\nAWS has recently introduced durability for Amazon ElastiCache for Valkey, enabling reliable data retention across failures and expanding support beyond caching to persistent workloads. The feature offers new options that prioritize either minimizing data loss or maintaining lower write latency,… Read more →\nThis digest was automatically curated by Blake on June 14, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-14/","summary":"\u003ch1 id=\"ai-architect-digest--june-14-2026\"\u003eAI Architect Digest — June 14, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e45 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"terraform-mcp-server-enables-ai-assistants-to-interact-with-terraform-infrastructure\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/terraform-mcp-server-ga/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eTerraform MCP Server Enables AI Assistants to Interact with Terraform Infrastructure\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eHashiCorp has announced the general availability of the Terraform MCP Server, an open-source MCP server that enables agents to integrate with Terraform Registry APIs. The company says that it can improve infrastructure teams productivity by relieving engineers of rote tasks. By Sergio De Simone\n\u003ca href=\"https://www.infoq.com/news/2026/06/terraform-mcp-server-ga/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 14, 2026"},{"content":"AI Architect Digest — June 13, 2026 52 articles curated across 6 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nOpenAI\u0026rsquo;s GPT-5.5 and Codex Reach General Availability on Amazon Bedrock Source: InfoQ\nOpenAI\u0026rsquo;s GPT-5.5, GPT-5.4, and Codex are now generally available on Amazon Bedrock, one month after OpenAI revised its exclusive Azure arrangement. Pricing matches OpenAI\u0026rsquo;s direct rates with usage counting toward AWS commitments. Codex shifts to pay-per-token billing with no seat fees. GPT-5.4 is… Read more →\nAngular\u0026rsquo;s Official Agent Skills Helps AI Coding Tools Write Modern Angular Source: InfoQ\nGoogle\u0026rsquo;s Angular team has released a repository called angular/skills, focusing on Agent Skills that enhance AI coding agents\u0026rsquo; ability to write modern Angular code. The repository includes skills for generating code and scaffolding applications, reinforcing current Angular conventions. It serves as… Read more →\nPodcast: Craig McLuckie on Culture as a Team\u0026rsquo;s Operating System in the AI Era Source: InfoQ\nIn this podcast, Shane Hastie, Lead Editor for Culture \u0026amp; Methods spoke to Craig McLuckie, co-creator of Kubernetes and CEO of Stacklok, about the impact of AI coding tools on open source communities and engineering teams, designing deliberate organisational culture, and navigating evolving career… Read more →\nMPS 2026.1 Release Candidate Arrives Source: JetBrains Blog\nBefore we finalize the 2026.1 release, we are presenting a release candidate build so you can preview the new features ahead of time. Download MPS 2026.1 Release Candidate now: DOWNLOAD MPS 2026.1 RC 1 The release candidate brings a single, long-awaited feature: MPS is now accessible to AI coding… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nWebMCP Standard Proposal for Agentic Web Actuation Now Available in Chrome (Origin Trials) Source: InfoQ\nGoogle recently announced that WebMCP is entering origin trials in Chrome 149. The new WebMCP standard proposal lets sites expose tools (e.g., JavaScript functions and HTML forms) to in-browser AI agents, which can thus reliably simulate user actions instead of resorting to possibly expensive… Read more →\nRun Untrusted AI Agent Code Safely with Azure Container Apps Sandboxes Source: InfoQ\nMicrosoft has announced the public preview of Azure Container Apps Sandboxes. This new ARM resource type is Microsoft.App/SandboxGroups, runs untrusted code generated by agents in hardware-isolated environments. Each sandbox starts from an OCI disk image in less than a second. It can scale to… Read more →\nPinecone Brings AI Agents Directly to Enterprise Data with Microsoft OneLake Integration Source: InfoQ\nPinecone has announced a new integration between its Nexus knowledge engine and Microsoft OneLake, aiming to fundamentally change how enterprise AI agents access and reason over corporate data. By Craig Risi Read more →\nGoogle Launches Colab CLI for Developers, Automation, and AI Agents Source: InfoQ\nGoogle has announced the Google Colab CLI, a command-line tool that allows developers and AI agents to interact with remote Colab runtimes directly from a local terminal. By Daniel Dominguez Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nSlack Eliminates SSH in EMR Pipelines, Migrates 700+ Jobs to Rest-Based Architecture Source: InfoQ\nSlack modernized its data platform by replacing SSH based execution in Amazon EMR pipelines with a REST driven orchestration layer called Quarry. The migration covered 700 plus Airflow operators, improving security, reliability, and observability while eliminating direct SSH access across… Read more →\nPresentation: Moving Mountains: Migrating Legacy Code in Weeks instead of Years Source: InfoQ\nDavid Stein shares how to rethink large-scale architectural migrations using AI. He discusses ServiceTitan\u0026rsquo;s \u0026ldquo;assembly line\u0026rdquo; pattern, explaining how decomposing legacy codebase refactoring into standardized tasks can achieve massive parallelization. He highlights the critical role of… Read more →\n🎯 AI Impact on Software Architects How AI is reshaping the architect role and decision-making.\nPresentation: Building and Scaling UI Systems for Internal Tools at Meta Source: InfoQ\nCindy Zhang discusses the evolution of XDS, a unified UI system powering 10,000+ internal tools. She shares actionable insights for architects and engineering leaders on managing large-scale community contributions, executing safe monorepo refactors using JS AST and AI codemods, mitigating breaking… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nmsitarzewski/agency-agents Source: GitHub Trending (All)\nA complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables. 🎭 The Agency: AI Specialists Ready to Transform Your Workflow A complete AI… Read more →\nmksglu/context-mode Source: GitHub Trending (TypeScript)\nContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms Context Mode The other half of the context problem. Used across teams at The Problem Every MCP tool call dumps raw data into your context window. A Playwright snapshot costs 56 KB. Twenty GitHub… Read more →\naddyosmani/agent-skills Source: GitHub Trending (All)\nProduction-grade engineering skills for AI coding agents. Agent Skills Production-grade engineering skills for AI coding agents. Skills encode the workflows, quality gates, and best practices that senior engineers use when building software. These ones are packaged so AI agents follow them… Read more →\nbrowser-use/browser-use Source: GitHub Trending (Python)\n🌐 Make websites accessible for AI agents. Automate tasks online with ease. 🌤️ Want to skip the setup? Use our cloud for faster, scalable, stealth-enabled browser automation! 🤖 LLM Quickstart Direct your favorite coding agent (Cursor, Claude Code, etc) to Agents.md Prompt away! 👋 Human Quickstart… Read more →\nrefactoringhq/tolaria Source: GitHub Trending (All)\nDesktop app to manage markdown knowledge bases 💧 Tolaria Tolaria is a desktop app for macOS, Windows, and Linux for managing markdown knowledge bases . People use it for a variety of use cases: Operate second brains and personal knowledge Organize company docs as context for AI Store… Read more →\nNVIDIA/SkillSpector Source: GitHub Trending (Python)\nSecurity scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks. SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks before installing agent skills. Overview AI agent skills (used by Claude Code,… Read more →\nOpenBB-finance/OpenBB Source: GitHub Trending (Python)\nFinancial data platform for analysts, quants and AI agents. Open Data Platform by OpenBB (ODP) is the open-source toolset that helps data engineers integrate proprietary, licensed, and public data sources into downstream applications like AI copilots and research dashboards. ODP operates as the… Read more →\nbasicmachines-co/basic-memory Source: GitHub Trending (Python)\nAI conversations that actually remember. Never re-explain your project to your AI again. Join our Discord: https://discord.gg/tyvKNccgqN Skip the install — try Basic Memory in the cloud Claude, Codex, or Cursor connected in 30 seconds. No Python, no JSON, no terminal. $15.00/mo locked in for life… Read more →\nBerriAI/litellm Source: GitHub Trending (Python)\nPython SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM] 🚅 LiteLLM LiteLLM AI Gateway Open Source AI Gateway… Read more →\nactiveloopai/hivemind Source: GitHub Trending (TypeScript)\nOne brain for all your agents Hivemind One brain for all your agents Auto-learning, cloud-backed shared brain for Claude Code • OpenClaw • Codex • Cursor • Hermes • pi agents. One engineer\u0026rsquo;s agent figures out a tricky migration on Monday. Tuesday, every agent on the team can execute the pattern. On… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nIssue #48 Source: Augmented Coding\nClaude Fable 5 ANTHROPIC.COM A couple of months ago Anthropic announced Mythos, a model so effective at finding exploits in code, that they decided not to take it to general release. Fable 5 is a “Mythos class” model that they have “made safe” and released for general use. As you’d expect, Fable… Read more →\nAWS Introduces CDK Mixins for Composable Infrastructure Abstractions Source: InfoQ\nAWS recently announced CDK Mixins, a new AWS CDK feature that lets developers add reusable capabilities like security, monitoring, and configuration to AWS resources. Mixins work across different construct types, making infrastructure code more flexible and reusable. By Renato Losio Read more →\nBuilding and Scaling a Platform with Project-as-a-Service Source: InfoQ\nWhen a platform started with total developer autonomy, teams felt overwhelmed and ended up solving the same problems in completely different ways. The company shifted to enablement over support, working together with teams intensively, and helping teams feel confident and capable, turning the right… Read more →\nLyft Uses Mapping Intelligence to Reduce Friction in Gated Community Pickups Source: InfoQ\nLyft details a new pickup experience to improve reliability in gated communities, where 25–30% of rides face routing and access challenges. The system uses mapping signals, boundary detection, and routing improvements to reduce cancellations and coordination overhead between riders and drivers,… Read more →\nOracle\u0026rsquo;s OpenJDK Bans Generative AI Contributions While Oracle\u0026rsquo;s GraalVM Allows Them Source: InfoQ\nTwo related, Oracle-backed projects published opposing policies on open-source contributions created with generative AI: The OpenJDK Governing Board approved an interim policy prohibiting such contributions, while the Coding Assistants policy from GraalVM permits them. Both projects require… Read more →\nInside JetPride: How JetBrains Employees Built an LGBTQIA+ Community Source: JetBrains Blog\nWhat makes a workplace feel welcoming? Sometimes it’s finding colleagues who share your interests. Sometimes it’s discovering people with similar experiences. Sometimes it’s knowing you can talk openly about your life, ask questions, share perspectives, and be yourself without giving it a second… Read more →\nThis digest was automatically curated by Blake on June 13, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-13/","summary":"\u003ch1 id=\"ai-architect-digest--june-13-2026\"\u003eAI Architect Digest — June 13, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e52 articles curated\u003c/strong\u003e across 6 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"openai\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/openai-frontier-models-aws/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eOpenAI\u0026rsquo;s GPT-5.5 and Codex Reach General Availability on Amazon Bedrock\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eOpenAI\u0026rsquo;s GPT-5.5, GPT-5.4, and Codex are now generally available on Amazon Bedrock, one month after OpenAI revised its exclusive Azure arrangement. Pricing matches OpenAI\u0026rsquo;s direct rates with usage counting toward AWS commitments. Codex shifts to pay-per-token billing with no seat fees. GPT-5.4 is…\n\u003ca href=\"https://www.infoq.com/news/2026/06/openai-frontier-models-aws/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 13, 2026"},{"content":"AI Architect Digest — June 12, 2026 49 articles curated across 6 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nOpenAI\u0026rsquo;s GPT-5.5 and Codex Reach General Availability on Amazon Bedrock Source: InfoQ\nOpenAI\u0026rsquo;s GPT-5.5, GPT-5.4, and Codex are now generally available on Amazon Bedrock, one month after OpenAI revised its exclusive Azure arrangement. Pricing matches OpenAI\u0026rsquo;s direct rates with usage counting toward AWS commitments. Codex shifts to pay-per-token billing with no seat fees. GPT-5.4 is… Read more →\nMPS 2026.1 Release Candidate Arrives Source: JetBrains Blog\nBefore we finalize the 2026.1 release, we are presenting a release candidate build so you can preview the new features ahead of time. Download MPS 2026.1 Release Candidate now: DOWNLOAD MPS 2026.1 RC 1 The release candidate brings a single, long-awaited feature: MPS is now accessible to AI coding… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nAzure API Management Ships Unified Model API and MCP Content Safety at Build 2026 Source: InfoQ\nAzure API Management shipped a Unified Model API that lets clients speak one format while APIM transforms requests to Anthropic, Vertex AI, and other backends. Content safety policies now cover MCP tool calls and Agent-to-Agent payloads alongside LLM traffic. Token metrics expanded to track… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPresentation: Beyond Prompting: Context Engineering and Memory Management for AI Systems at Scale Source: InfoQ\nAdi Polak discusses the architecture required to transition from stateless prompts to state-aware, context-rich AI agents. Drawing on 15 years in distributed systems, she shares how engineering leaders can leverage Apache Kafka and Flink for real-time stream processing, dynamic memory tiering, and… Read more →\n🎯 AI Impact on Software Architects How AI is reshaping the architect role and decision-making.\nPresentation: Building and Scaling UI Systems for Internal Tools at Meta Source: InfoQ\nCindy Zhang discusses the evolution of XDS, a unified UI system powering 10,000+ internal tools. She shares actionable insights for architects and engineering leaders on managing large-scale community contributions, executing safe monorepo refactors using JS AST and AI codemods, mitigating breaking… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nmsitarzewski/agency-agents Source: GitHub Trending (All)\nA complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables. 🎭 The Agency: AI Specialists Ready to Transform Your Workflow A complete AI… Read more →\nmksglu/context-mode Source: GitHub Trending (TypeScript)\nContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms Context Mode The other half of the context problem. Used across teams at The Problem Every MCP tool call dumps raw data into your context window. A Playwright snapshot costs 56 KB. Twenty GitHub… Read more →\naddyosmani/agent-skills Source: GitHub Trending (All)\nProduction-grade engineering skills for AI coding agents. Agent Skills Production-grade engineering skills for AI coding agents. Skills encode the workflows, quality gates, and best practices that senior engineers use when building software. These ones are packaged so AI agents follow them… Read more →\nmvanhorn/last30days-skill Source: GitHub Trending (Python)\nAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec… Read more →\nkenn-io/agentsview Source: GitHub Trending (All)\nLocal-first session intelligence and analytics for coding agents, supporting Claude Code, Codex, and more than 20 other agents. Also: 100x faster replacement for ccusage! agentsview Browse, search, and track costs across all your AI coding agents. One binary, no accounts, everything local. Install… Read more →\nNVIDIA/SkillSpector Source: GitHub Trending (All)\nSecurity scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks. SkillSpector Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks before installing agent skills. Overview AI agent skills (used by Claude Code,… Read more →\nrefactoringhq/tolaria Source: GitHub Trending (All)\nDesktop app to manage markdown knowledge bases 💧 Tolaria Tolaria is a desktop app for macOS, Windows, and Linux for managing markdown knowledge bases . People use it for a variety of use cases: Operate second brains and personal knowledge Organize company docs as context for AI Store… Read more →\nBerriAI/litellm Source: GitHub Trending (Python)\nPython SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM] 🚅 LiteLLM LiteLLM AI Gateway Open Source AI Gateway… Read more →\nactiveloopai/hivemind Source: GitHub Trending (TypeScript)\nOne brain for all your agents Hivemind One brain for all your agents Auto-learning, cloud-backed shared brain for Claude Code • OpenClaw • Codex • Cursor • Hermes • pi agents. One engineer\u0026rsquo;s agent figures out a tricky migration on Monday. Tuesday, every agent on the team can execute the pattern. On… Read more →\nphuryn/pm-skills Source: GitHub Trending (All)\nPM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth. PM Skills Marketplace: The AI Operating System for Better Product Decisions 68 PM skills and 42 chained workflows across 9 plugins. Claude Code, Cowork, and more. From… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nMicrosoft Open-Sources PostgreSQL Extension for In-Database Durable Execution Source: InfoQ\nRecently open-sourced by Microsoft, pg_durable is a PostgreSQL extension that enables durable workflows to run natively inside the database, eliminating the need for external orchestration systems. By Sergio De Simone Read more →\nBuilding and Scaling a Platform with Project-as-a-Service Source: InfoQ\nWhen a platform started with total developer autonomy, teams felt overwhelmed and ended up solving the same problems in completely different ways. The company shifted to enablement over support, working together with teams intensively, and helping teams feel confident and capable, turning the right… Read more →\nLyft Uses Mapping Intelligence to Reduce Friction in Gated Community Pickups Source: InfoQ\nLyft details a new pickup experience to improve reliability in gated communities, where 25–30% of rides face routing and access challenges. The system uses mapping signals, boundary detection, and routing improvements to reduce cancellations and coordination overhead between riders and drivers,… Read more →\nOracle\u0026rsquo;s OpenJDK Bans Generative AI Contributions While Oracle\u0026rsquo;s GraalVM Allows Them Source: InfoQ\nTwo related, Oracle-backed projects published opposing policies on open-source contributions created with generative AI: The OpenJDK Governing Board approved an interim policy prohibiting such contributions, while the Coding Assistants policy from GraalVM permits them. Both projects require… Read more →\nIntroducing the Snowflake and AWS Custom Lens for the AWS Well-Architected Framework Source: AWS Architecture Blog\nThe Snowflake and AWS Custom Well-Architected Framework Lens brings together AWS Well-Architected best practices and Snowflake guidance into a single review experience, with integrated recommendations that reflect how the two services compose in production. In this post, we walk through each… Read more →\nThis digest was automatically curated by Blake on June 12, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-12/","summary":"\u003ch1 id=\"ai-architect-digest--june-12-2026\"\u003eAI Architect Digest — June 12, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e49 articles curated\u003c/strong\u003e across 6 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"openai\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/openai-frontier-models-aws/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eOpenAI\u0026rsquo;s GPT-5.5 and Codex Reach General Availability on Amazon Bedrock\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eOpenAI\u0026rsquo;s GPT-5.5, GPT-5.4, and Codex are now generally available on Amazon Bedrock, one month after OpenAI revised its exclusive Azure arrangement. Pricing matches OpenAI\u0026rsquo;s direct rates with usage counting toward AWS commitments. Codex shifts to pay-per-token billing with no seat fees. GPT-5.4 is…\n\u003ca href=\"https://www.infoq.com/news/2026/06/openai-frontier-models-aws/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 12, 2026"},{"content":"AI Architect Digest — June 11, 2026 41 articles curated across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nAzure API Management Ships Unified Model API and MCP Content Safety at Build 2026 Source: InfoQ\nAzure API Management shipped a Unified Model API that lets clients speak one format while APIM transforms requests to Anthropic, Vertex AI, and other backends. Content safety policies now cover MCP tool calls and Agent-to-Agent payloads alongside LLM traffic. Token metrics expanded to track… Read more →\nAgentic AI Governance: Designing for Accountability and Control Source: JetBrains Blog\nMany organizations are already deploying agentic workflows. Some are still experimental, while others are running in production. Once an AI agent can take action on behalf of a business, the question is no longer whether it’s useful, but what happens when something goes wrong. It’s tempting to… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPresentation: Beyond Prompting: Context Engineering and Memory Management for AI Systems at Scale Source: InfoQ\nAdi Polak discusses the architecture required to transition from stateless prompts to state-aware, context-rich AI agents. Drawing on 15 years in distributed systems, she shares how engineering leaders can leverage Apache Kafka and Flink for real-time stream processing, dynamic memory tiering, and… Read more →\nIBM Vault Enterprise 2.0 Brings Automated LDAP Secrets Management to Enterprise Identity Security Source: InfoQ\nIBM and HashiCorp have announced new LDAP secrets management capabilities in IBM Vault Enterprise 2.0, introducing a redesigned architecture to manage LDAP credentials, support password rotation, and automate the identity lifecycle. By Craig Risi Read more →\nPresentation: Confidently Automating Changes Across a Diverse Fleet Source: InfoQ\nNetflix engineer Casey Bleifer shares how to achieve rapid, automated code changes across a massive, diverse software fleet. She discusses building an event-driven orchestration platform using composable, Lego-like steps, and explains how Netflix utilizes automated canary validation, compliance… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\ncoleam00/Archon Source: GitHub Trending (TypeScript)\nThe first open-source harness builder for AI coding. Make AI coding deterministic and repeatable. Archon The first open-source harness builder for AI coding. Make AI coding deterministic and repeatable. Archon is a workflow engine for AI coding agents. Define your development processes as YAML… Read more →\naddyosmani/agent-skills Source: GitHub Trending (All)\nProduction-grade engineering skills for AI coding agents. Agent Skills Production-grade engineering skills for AI coding agents. Skills encode the workflows, quality gates, and best practices that senior engineers use when building software. These ones are packaged so AI agents follow them… Read more →\nruvnet/RuView Source: GitHub Trending (All)\nπ RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. π RuView See through walls with WiFi Turn ordinary WiFi into a spatial intelligence / sensing system. Detect people, measure breathing and… Read more →\nvllm-project/vllm-omni Source: GitHub Trending (Python)\nA framework for efficient model inference with omni-modality models Easy, fast, and cheap omni-modality model serving for everyone | Documentation | DeepWiki | User Forum | Developer Slack | WeChat | Paper | Slides | Latest News 🔥 [2026/06] We released 0.22.0 - an omnimodal world-model release… Read more →\nmvanhorn/last30days-skill Source: GitHub Trending (All)\nAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec… Read more →\nthesysdev/openui Source: GitHub Trending (TypeScript)\nThe Open Standard for Generative UI OpenUI - The Open Standard for Generative UI OpenUI is a full-stack Generative UI framework: a compact streaming-first language, a React runtime with built-in component libraries, and ready-to-use chat interfaces that are up to 67% more token-efficient than JSON.… Read more →\ncode-yeongyu/oh-my-openagent Source: GitHub Trending (TypeScript)\nomo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode Note OmO for Codex is here: try LazyCodex We loved Anthropic models enough to get blocked. Now we are backing Codex. If you are an OmO fan but the setup felt like… Read more →\nrefactoringhq/tolaria Source: GitHub Trending (All)\nDesktop app to manage markdown knowledge bases 💧 Tolaria Tolaria is a desktop app for macOS, Windows, and Linux for managing markdown knowledge bases . People use it for a variety of use cases: Operate second brains and personal knowledge Organize company docs as context for AI Store… Read more →\nactiveloopai/hivemind Source: GitHub Trending (All)\nOne brain for all your agents Hivemind One brain for all your agents Auto-learning, cloud-backed shared brain for Claude Code • OpenClaw • Codex • Cursor • Hermes • pi agents. One engineer\u0026rsquo;s agent figures out a tricky migration on Monday. Tuesday, every agent on the team can execute the pattern. On… Read more →\nBerriAI/litellm Source: GitHub Trending (Python)\nPython SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM] 🚅 LiteLLM LiteLLM AI Gateway Open Source AI Gateway… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nMicrosoft Open-Sources PostgreSQL Extension for In-Database Durable Execution Source: InfoQ\nRecently open-sourced by Microsoft, pg_durable is a PostgreSQL extension that enables durable workflows to run natively inside the database, eliminating the need for external orchestration systems. By Sergio De Simone Read more →\nIntroducing the Snowflake and AWS Custom Lens for the AWS Well-Architected Framework Source: AWS Architecture Blog\nThe Snowflake and AWS Custom Well-Architected Framework Lens brings together AWS Well-Architected best practices and Snowflake guidance into a single review experience, with integrated recommendations that reflect how the two services compose in production. In this post, we walk through each… Read more →\nThis digest was automatically curated by Blake on June 11, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-11/","summary":"\u003ch1 id=\"ai-architect-digest--june-11-2026\"\u003eAI Architect Digest — June 11, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e41 articles curated\u003c/strong\u003e across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-agents--agentic-systems\"\u003e🤖 AI Agents \u0026amp; Agentic Systems\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eAgentic AI, multi-agent frameworks, and autonomous coding systems.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"azure-api-management-ships-unified-model-api-and-mcp-content-safety-at-build-2026\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/azure-apim-ai-gateway-build/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eAzure API Management Ships Unified Model API and MCP Content Safety at Build 2026\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eAzure API Management shipped a Unified Model API that lets clients speak one format while APIM transforms requests to Anthropic, Vertex AI, and other backends. Content safety policies now cover MCP tool calls and Agent-to-Agent payloads alongside LLM traffic. Token metrics expanded to track…\n\u003ca href=\"https://www.infoq.com/news/2026/06/azure-apim-ai-gateway-build/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 11, 2026"},{"content":"AI Architect Digest — June 10, 2026 45 articles curated across 7 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nPodcast: From MCP and Vibe Coding to Harness Engineering: How Did AI Native Engineering Evolve in One Year Source: InfoQ\nBirgitta Böckeler, Distinguished Engineer at Thoughtworks, returns to discuss the rapid evolution of AI in software delivery. She touches on the evolution from vibe coding, the changing tools landscape and the more autonomous agents that, besides higher velocity, introduce higher risk. By Birgitta… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nMicrosoft Discovery Reaches GA on Azure, Powering the Agentic AI behind Majorana 2 Quantum Chip Source: InfoQ\nMicrosoft announced the general availability of Microsoft Discovery, its Azure-based platform for deploying autonomous AI agent teams in scientific R\u0026amp;D. The platform powered the development of Majorana 2, a topological quantum chip with 1,000x reliability improvement and 20-second qubit lifetimes.… Read more →\nRider 2026.2 EAP 5: Code Quality Checks for Your AI Agents, and More. Source: JetBrains Blog\nRider 2026.2 EAP 5 is now available, bringing a faster startup flow with the new non-modal Welcome screen and quality-check hooks for AI agents. If you’re catching up on the 2026.2 EAP cycle, be sure to check out the blog posts we’ve already published about other updates unveiled so far, including… Read more →\nMicrosoft Foundry Adds Runtime, Tooling, and Governance for Production Agents Source: InfoQ\nMicrosoft used their Build 2026 event to announce new functionality for Microsoft Foundry. Citing Foundry as \u0026ldquo;the place where AI agents move from experiments to production systems,\u0026rdquo; in a blog post, Nick Brady writes that the release brings “runtime, tools, memory, grounding, models, observability,… Read more →\nAgentic AI Governance: Designing for Accountability and Control Source: JetBrains Blog\nMany organizations are already deploying agentic workflows. Some are still experimental, while others are running in production. Once an AI agent can take action on behalf of a business, the question is no longer whether it’s useful, but what happens when something goes wrong. It’s tempting to… Read more →\nCreating checkpoints by gaslighting a Postgres database​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌​‍‌‌‍​‌‍​‍​​​‌‍​‌‍​‍​​​‍‌​‍‌‌‍‌‍‌‍​‌‍​​‍‌​‍‌​‌​‌‍​‍​​​​‍‌​‍‌​‍‌​​‍‌‍‌‌​‌‍​‍‌​‌‍‌‍​‌​‍​‌‍​‌‌‍‌​‌‍‌‌‌‍‌‍​‍​‌‍‌​‌‍​​​​​​‍​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌​‍‌‌‍​‌‍​‍​​​‌‍​‌‍​‍​​​‍‌​‍‌‌‍‌‍‌‍​‌‍​​‍‌​‍‌​‌​‌‍​‍​​​​‍‌​‍‌​‍‌​​‍‌‍‌‌​‌‍​‍‌​‌‍‌‍​‌​‍​‌‍​‌‌‍‌​‌‍‌‌‌‍‌‍​‍​‌‍‌​‌‍​​​​​​‍​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nRyan welcomes Bryan Clark, director of product for Lakebase at Databricks, to discuss what happens when AI agents become the primary creators and users of databases; why agents are “sloppy” about cleaning up infrastructure; and how database branching, scale-to-zero, and centralized access control… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nGemma 4 12B Enables On-Device, Multimodal Agentic Workflows with an Encoder-free Architecture Source: InfoQ\nGoogle says Gemma 4 12B is \u0026ldquo;designed to bring agentic, multimodal intelligence directly to your laptop\u0026rdquo;, further noting that the new model can be combined with Google AI Edge to \u0026ldquo;build and experiment locally, on everyday machines\u0026rdquo;. This integration allows for a wide range of capabilities, from… Read more →\nIBM Vault Enterprise 2.0 Brings Automated LDAP Secrets Management to Enterprise Identity Security Source: InfoQ\nIBM and HashiCorp have announced new LDAP secrets management capabilities in IBM Vault Enterprise 2.0, introducing a redesigned architecture to manage LDAP credentials, support password rotation, and automate the identity lifecycle. By Craig Risi Read more →\nPresentation: Mitigating Geopolitical Risks with Local-First Software and atproto Source: InfoQ\nMartin Kleppmann discusses the urgent need for technological sovereignty in modern infrastructure. Exploring the shifting landscape of global tech dependencies, he shares how engineering leaders can leverage multi-cloud architecture, de facto API standardization, the AT Protocol, and local-first… Read more →\nPresentation: Confidently Automating Changes Across a Diverse Fleet Source: InfoQ\nNetflix engineer Casey Bleifer shares how to achieve rapid, automated code changes across a massive, diverse software fleet. She discusses building an event-driven orchestration platform using composable, Lego-like steps, and explains how Netflix utilizes automated canary validation, compliance… Read more →\nAWS Releases Next Generation of Amazon OpenSearch Serverless Source: InfoQ\nAmazon Web Services has recently announced the general availability of the next generation of Amazon OpenSearch Serverless, with a redesigned architecture that enables 20 times faster resource provisioning than the previous serverless architecture, true scale-to-zero capability, and up to 60% lower… Read more →\n🎯 AI Impact on Software Architects How AI is reshaping the architect role and decision-making.\nPresentation: Beyond Speed Limits: Exploring the Performance Power of Valkey Source: InfoQ\nSenior Solution Architect Viktor Vedmich shares how engineering leaders can maximize application performance using Valkey. He discusses the open-source Redis fork\u0026rsquo;s 100% API compatibility, explores advanced caching strategies like lazy loading, and explains how to implement powerful data structures… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nwanshuiyin/Auto-claude-code-research-in-sleep Source: GitHub Trending (Python)\nARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent. Auto-claude-code-research-in-sleep (ARIS ⚔️🌙) ·… Read more →\naddyosmani/agent-skills Source: GitHub Trending (All)\nProduction-grade engineering skills for AI coding agents. Agent Skills Production-grade engineering skills for AI coding agents. Skills encode the workflows, quality gates, and best practices that senior engineers use when building software. These ones are packaged so AI agents follow them… Read more →\nluongnv89/asm Source: GitHub Trending (TypeScript)\nThe universal skill manager for AI coding agents. One tool to manage every AI agent\u0026rsquo;s skills Stop juggling skill directories across Claude Code, Codex, Cursor, Windsurf, and 10+ other AI agents. agent-skill-manager ( asm ) gives you a single TUI and CLI to install, search, audit, and organize all… Read more →\nmvanhorn/last30days-skill Source: GitHub Trending (All)\nAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec… Read more →\nPanniantong/Agent-Reach Source: GitHub Trending (Python)\nGive your AI agent eyes to see the entire internet. Read \u0026amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 快速开始 · English · 日本語 · 한국어 · 支持平台 · 设计理念 为什么需要 Agent Reach？ AI Agent 已经能帮你写代码、改文档、管项目——但你让它去网上找点东西，它就抓瞎了： 📺… Read more →\nshareAI-lab/learn-claude-code Source: GitHub Trending (Python)\nBash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 English | 中文 | 日本語 Learn Claude Code \u0026ndash; Harness Engineering for Real Agents Agency Comes from the Model. An Agent Product = Model + Harness. Before we write any code, one thing needs to be clear. Agency \u0026ndash; the… Read more →\n777genius/agent-teams-ai Source: GitHub Trending (TypeScript)\nYou\u0026rsquo;re the boss, agents are your team. They handle tasks on their own, message each other, and review each other\u0026rsquo;s work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode(200+ models, 75+ LLM providers, free models no auth). Build your AI company with multiple… Read more →\ndanielmiessler/Personal_AI_Infrastructure Source: GitHub Trending (TypeScript)\nAgentic AI Infrastructure for magnifying HUMAN capabilities. Personal AI Infrastructure Overview: What PAI Is · Principles · Features Get Started: Installation · Releases · Packs Resources: FAQ · Roadmap · Community · Contributing Watch the full PAI walkthrough | Read: The Real Internet of Things… Read more →\nthedotmack/claude-mem Source: GitHub Trending (TypeScript)\nPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More 🇨🇳 中文 • 🇹🇼 繁體中文 • 🇯🇵 日本語 • 🇵🇹… Read more →\nCopilotKit/CopilotKit Source: GitHub Trending (TypeScript)\nThe Frontend Stack for Agents \u0026amp; Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol CopilotKit Docs · Examples · Enterprise Intelligence Platform · Discord Build agent-native applications — on any framework, on any surface. Generative UI, shared state, and… Read more →\n📊 Time Series Analysis with Agentic AI AI applied to time series, forecasting, and anomaly detection.\nPinterest Uses Content Fingerprints for URL Deduplication across Millions of Domains Source: InfoQ\nPinterest introduced MIQPS, a URL normalization system that identifies which query parameters affect page identity using rendered content fingerprints. It reduces duplicate processing across millions of domains by replacing rule-based approaches with offline analysis, anomaly detection, and runtime… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nArticle: The Technology Adoption Curve, Twenty Years On Source: InfoQ\nToday, June 8th, InfoQ celebrates 20 years. This is not a comprehensive history, but a deliberately selective look at the technologies and practices InfoQ identified early, where they sit on the adoption curve in 2026, and how that curve may evolve over the next five to ten years. By Renato Losio,… Read more →\nArticle: Artificial Intelligence-Driven Phishing: How Phishing Technique Is Evolving and Implemented Source: InfoQ\nIn this article, the author examines how AI is transforming phishing from a manual, targeted activity into an automated and scalable attack model. The article breaks down each stage of the phishing lifecycle, showing how AI improves reconnaissance, profiling, content generation, delivery, and… Read more →\nCelebrating 20 Years of InfoQ Source: InfoQ\nInfoQ celebrates its 20th anniversary. To mark the occasion, we have published a walk-through of the trends InfoQ called early, where they sit on the adoption curve today, and how that curve may evolve over the next decade. By InfoQ Read more →\nJava News Roundup: JDK 27 in Rampdown, JDK 28 Expert Group, GlassFish, Infinispan, Kotlin Source: InfoQ\nThis week\u0026rsquo;s Java roundup for June 1st, 2026, features news highlighting: JDK 27 in Rampdown Phase One; the formation of the JDK 28 Expert Group; the GlassFish Arquillian Connectors Suite for Jakarta EE TCKs; point releases for Infinispan and Kotlin; maintenance releases of GlassFish and Micronaut;… Read more →\nThis digest was automatically curated by Blake on June 10, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-10/","summary":"\u003ch1 id=\"ai-architect-digest--june-10-2026\"\u003eAI Architect Digest — June 10, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e45 articles curated\u003c/strong\u003e across 7 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"podcast-from-mcp-and-vibe-coding-to-harness-engineering-how-did-ai-native-engineering-evolve-in-one-year\"\u003e\u003ca href=\"https://www.infoq.com/podcasts/mcp-vibe-coding-harness-engineering/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003ePodcast: From MCP and Vibe Coding to Harness Engineering: How Did AI Native Engineering Evolve in One Year\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eBirgitta Böckeler, Distinguished Engineer at Thoughtworks, returns to discuss the rapid evolution of AI in software delivery. She touches on the evolution from vibe coding, the changing tools landscape and the more autonomous agents that, besides higher velocity, introduce higher risk. By Birgitta…\n\u003ca href=\"https://www.infoq.com/podcasts/mcp-vibe-coding-harness-engineering/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 10, 2026"},{"content":"AI Architect Digest — June 09, 2026 47 articles curated across 7 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nPodcast: From MCP and Vibe Coding to Harness Engineering: How Did AI Native Engineering Evolve in One Year Source: InfoQ\nBirgitta Böckeler, Distinguished Engineer at Thoughtworks, returns to discuss the rapid evolution of AI in software delivery. She touches on the evolution from vibe coding, the changing tools landscape and the more autonomous agents that, besides higher velocity, introduce higher risk. By Birgitta… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nMicrosoft Discovery Reaches GA on Azure, Powering the Agentic AI behind Majorana 2 Quantum Chip Source: InfoQ\nMicrosoft announced the general availability of Microsoft Discovery, its Azure-based platform for deploying autonomous AI agent teams in scientific R\u0026amp;D. The platform powered the development of Majorana 2, a topological quantum chip with 1,000x reliability improvement and 20-second qubit lifetimes.… Read more →\nMicrosoft Launches Logic Apps Automation at Build 2026 Source: InfoQ\nMicrosoft announced Logic Apps Automation at Build 2026, a new SKU at auto.azure.com packaging workflows, AI agents, knowledge services, and model access into a managed SaaS experience. Agents integrate via agent-loop orchestration, Foundry agents, and managed sandbox. Knowledge as a Service… Read more →\nRider 2026.2 EAP 5: Code Quality Checks for Your AI Agents, and More. Source: JetBrains Blog\nRider 2026.2 EAP 5 is now available, bringing a faster startup flow with the new non-modal Welcome screen and quality-check hooks for AI agents. If you’re catching up on the 2026.2 EAP cycle, be sure to check out the blog posts we’ve already published about other updates unveiled so far, including… Read more →\nMicrosoft Foundry Adds Runtime, Tooling, and Governance for Production Agents Source: InfoQ\nMicrosoft used their Build 2026 event to announce new functionality for Microsoft Foundry. Citing Foundry as \u0026ldquo;the place where AI agents move from experiments to production systems,\u0026rdquo; in a blog post, Nick Brady writes that the release brings “runtime, tools, memory, grounding, models, observability,… Read more →\nCreating checkpoints by gaslighting a Postgres database​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌​‍‌‌‍​‌‍​‍​​​‌‍​‌‍​‍​​​‍‌​‍‌‌‍‌‍‌‍​‌‍​​‍‌​‍‌​‌​‌‍​‍​​​​‍‌​‍‌​‍‌​​‍‌‍‌‌​‌‍​‍‌​‌‍‌‍​‌​‍​‌‍​‌‌‍‌​‌‍‌‌‌‍‌‍​‍​‌‍‌​‌‍​​​​​​‍​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌​‍‌‌‍​‌‍​‍​​​‌‍​‌‍​‍​​​‍‌​‍‌‌‍‌‍‌‍​‌‍​​‍‌​‍‌​‌​‌‍​‍​​​​‍‌​‍‌​‍‌​​‍‌‍‌‌​‌‍​‍‌​‌‍‌‍​‌​‍​‌‍​‌‌‍‌​‌‍‌‌‌‍‌‍​‍​‌‍‌​‌‍​​​​​​‍​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nRyan welcomes Bryan Clark, director of product for Lakebase at Databricks, to discuss what happens when AI agents become the primary creators and users of databases; why agents are “sloppy” about cleaning up infrastructure; and how database branching, scale-to-zero, and centralized access control… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nGemma 4 12B Enables On-Device, Multimodal Agentic Workflows with an Encoder-free Architecture Source: InfoQ\nGoogle says Gemma 4 12B is \u0026ldquo;designed to bring agentic, multimodal intelligence directly to your laptop\u0026rdquo;, further noting that the new model can be combined with Google AI Edge to \u0026ldquo;build and experiment locally, on everyday machines\u0026rdquo;. This integration allows for a wide range of capabilities, from… Read more →\nPresentation: Mitigating Geopolitical Risks with Local-First Software and atproto Source: InfoQ\nMartin Kleppmann discusses the urgent need for technological sovereignty in modern infrastructure. Exploring the shifting landscape of global tech dependencies, he shares how engineering leaders can leverage multi-cloud architecture, de facto API standardization, the AT Protocol, and local-first… Read more →\nAWS Releases Next Generation of Amazon OpenSearch Serverless Source: InfoQ\nAmazon Web Services has recently announced the general availability of the next generation of Amazon OpenSearch Serverless, with a redesigned architecture that enables 20 times faster resource provisioning than the previous serverless architecture, true scale-to-zero capability, and up to 60% lower… Read more →\n🎯 AI Impact on Software Architects How AI is reshaping the architect role and decision-making.\nPresentation: Beyond Speed Limits: Exploring the Performance Power of Valkey Source: InfoQ\nSenior Solution Architect Viktor Vedmich shares how engineering leaders can maximize application performance using Valkey. He discusses the open-source Redis fork\u0026rsquo;s 100% API compatibility, explores advanced caching strategies like lazy loading, and explains how to implement powerful data structures… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nmvanhorn/last30days-skill Source: GitHub Trending (All)\nAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec… Read more →\nPanniantong/Agent-Reach Source: GitHub Trending (All)\nGive your AI agent eyes to see the entire internet. Read \u0026amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 快速开始 · English · 日本語 · 한국어 · 支持平台 · 设计理念 为什么需要 Agent Reach？ AI Agent 已经能帮你写代码、改文档、管项目——但你让它去网上找点东西，它就抓瞎了： 📺… Read more →\n777genius/agent-teams-ai Source: GitHub Trending (TypeScript)\nYou\u0026rsquo;re the boss, agents are your team. They handle tasks on their own, message each other, and review each other\u0026rsquo;s work. You just watch the kanban board and give high-level commands. Codex/Claude/OpenCode(200+ models, 75+ LLM providers, free models no auth). Build your AI company with multiple… Read more →\ndanielmiessler/Personal_AI_Infrastructure Source: GitHub Trending (All)\nAgentic AI Infrastructure for magnifying HUMAN capabilities. Personal AI Infrastructure Overview: What PAI Is · Principles · Features Get Started: Installation · Releases · Packs Resources: FAQ · Roadmap · Community · Contributing Watch the full PAI walkthrough | Read: The Real Internet of Things… Read more →\nImbad0202/academic-research-skills Source: GitHub Trending (Python)\nAcademic Research Skills for Claude Code: research → write → review → revise → finalize Academic Research Skills for Claude Code 简体中文版 | 繁體中文版 | 日本語版 A comprehensive suite of Claude Code skills for academic research, covering the full pipeline from research to publication. Install in 30 seconds… Read more →\nthesysdev/openui Source: GitHub Trending (TypeScript)\nThe Open Standard for Generative UI OpenUI - The Open Standard for Generative UI OpenUI is a full-stack Generative UI framework: a compact streaming-first language, a React runtime with built-in component libraries, and ready-to-use chat interfaces that are up to 67% more token-efficient than JSON.… Read more →\nrefactoringhq/tolaria Source: GitHub Trending (All)\nDesktop app to manage markdown knowledge bases 💧 Tolaria Tolaria is a desktop app for macOS, Windows, and Linux for managing markdown knowledge bases . People use it for a variety of use cases: Operate second brains and personal knowledge Organize company docs as context for AI Store… Read more →\nashishpatel26/500-AI-Agents-Projects Source: GitHub Trending (Python)\nThe 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail,… Read more →\nheygen-com/hyperframes Source: GitHub Trending (TypeScript)\nWrite HTML. Render video. Built for agents. Write HTML. Render video. Built for agents. Quickstart | Showcase | Playground | Catalog | Docs | Discord HyperFrames is an open-source framework for turning HTML, CSS, media, and seekable animations into deterministic MP4 videos. Use it locally with the… Read more →\nphuryn/pm-skills Source: GitHub Trending (All)\nPM Skills Marketplace: 100+ agentic skills, commands, and plugins — from discovery to strategy, execution, launch, and growth. PM Skills Marketplace: The AI Operating System for Better Product Decisions 68 PM skills and 42 chained workflows across 9 plugins. Claude Code, Cowork, and more. From… Read more →\n📊 Time Series Analysis with Agentic AI AI applied to time series, forecasting, and anomaly detection.\nPinterest Uses Content Fingerprints for URL Deduplication Across Millions of Domains Source: InfoQ\nPinterest introduced MIQPS, a URL normalization system that identifies which query parameters affect page identity using rendered content fingerprints. It reduces duplicate processing across millions of domains by replacing rule-based approaches with offline analysis, anomaly detection, and runtime… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nArticle: The Technology Adoption Curve, Twenty Years On Source: InfoQ\nToday, June 8th, InfoQ celebrates 20 years. This is not a comprehensive history, but a deliberately selective look at the technologies and practices InfoQ identified early, where they sit on the adoption curve in 2026, and how that curve may evolve over the next five to ten years. By Renato Losio,… Read more →\nZero Reaches 1.0, Marking the First Stable Release of Rocicorp\u0026rsquo;s Web Sync Engine Source: InfoQ\nRocicorp has released Zero 1.0, a stable version of its sync engine after two years of development. This update introduces a schema change hook for Supabase and includes bug fixes. Zero operates by pairing a client library with a read-only Postgres cache. Community feedback highlights positive… Read more →\nTerraform 1.15 Closes Gap to OpenTofu on Dynamic Sources and Deprecation Source: InfoQ\nHashiCorp has released Terraform 1.15, introducing dynamic module sources, a formal deprecation mechanism for variables and outputs, a new inline type conversion function, type constraints for output blocks, and native Windows ARM64 support. The release addresses several long-standing requests from… Read more →\nArticle: Artificial Intelligence-Driven Phishing: How Phishing Technique Is Evolving and Implemented Source: InfoQ\nIn this article, the author examines how AI is transforming phishing from a manual, targeted activity into an automated and scalable attack model. The article breaks down each stage of the phishing lifecycle, showing how AI improves reconnaissance, profiling, content generation, delivery, and… Read more →\nCelebrating 20 Years of InfoQ Source: InfoQ\nInfoQ celebrates its 20th anniversary. To mark the occasion, we have published a walk-through of the trends InfoQ called early, where they sit on the adoption curve today, and how that curve may evolve over the next decade. By InfoQ Read more →\nJava News Roundup: JDK 27 in Rampdown, JDK 28 Expert Group, GlassFish, Infinispan, Kotlin Source: InfoQ\nThis week\u0026rsquo;s Java roundup for June 1st, 2026, features news highlighting: JDK 27 in Rampdown Phase One; the formation of the JDK 28 Expert Group; the GlassFish Arquillian Connectors Suite for Jakarta EE TCKs; point releases for Infinispan and Kotlin; maintenance releases of GlassFish and Micronaut;… Read more →\nThis digest was automatically curated by Blake on June 09, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-09/","summary":"\u003ch1 id=\"ai-architect-digest--june-09-2026\"\u003eAI Architect Digest — June 09, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e47 articles curated\u003c/strong\u003e across 7 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"podcast-from-mcp-and-vibe-coding-to-harness-engineering-how-did-ai-native-engineering-evolve-in-one-year\"\u003e\u003ca href=\"https://www.infoq.com/podcasts/mcp-vibe-coding-harness-engineering/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003ePodcast: From MCP and Vibe Coding to Harness Engineering: How Did AI Native Engineering Evolve in One Year\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eBirgitta Böckeler, Distinguished Engineer at Thoughtworks, returns to discuss the rapid evolution of AI in software delivery. She touches on the evolution from vibe coding, the changing tools landscape and the more autonomous agents that, besides higher velocity, introduce higher risk. By Birgitta…\n\u003ca href=\"https://www.infoq.com/podcasts/mcp-vibe-coding-harness-engineering/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 09, 2026"},{"content":"AI Architect Digest — June 08, 2026 40 articles curated across 2 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nmvanhorn/last30days-skill Source: GitHub Trending (All)\nAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec… Read more →\nPanniantong/Agent-Reach Source: GitHub Trending (Python)\nGive your AI agent eyes to see the entire internet. Read \u0026amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 快速开始 · English · 日本語 · 한국어 · 支持平台 · 设计理念 为什么需要 Agent Reach？ AI Agent 已经能帮你写代码、改文档、管项目——但你让它去网上找点东西，它就抓瞎了： 📺… Read more →\nmoorcheh-ai/memanto Source: GitHub Trending (Python)\nMemory that AI Agents Love! Memanto - Memory that AI Agents Love! What Is MEMANTO? MEMANTO is a memory agent. It remembers, recalls, and answers — so your agents can achieve long-term goals and avoid confusion. Most memory tools today are passive infrastructure: agents have to query them, parse the… Read more →\nplastic-labs/honcho Source: GitHub Trending (Python)\nMemory library for building stateful agents Honcho is memory infrastructure for building stateful agents that understand changing people, agents, groups, projects, and ideas over time. Store messages and events, let Honcho reason in the background, then query peer representations, session context,… Read more →\ndanielmiessler/Personal_AI_Infrastructure Source: GitHub Trending (TypeScript)\nAgentic AI Infrastructure for magnifying HUMAN capabilities. Personal AI Infrastructure Overview: What PAI Is · Principles · Features Get Started: Installation · Releases · Packs Resources: FAQ · Roadmap · Community · Contributing Watch the full PAI walkthrough | Read: The Real Internet of Things… Read more →\nNangoHQ/nango Source: GitHub Trending (TypeScript)\nBuild product integrations with AI. Build product integrations with AI. Connect your product \u0026amp; AI agents with 800+ APIs. Build, run, and maintain integrations with AI in code, on infrastructure built for scale. Website · Docs · 800+ APIs · Slack Community What is Nango? Nango is an open-source… Read more →\nrefactoringhq/tolaria Source: GitHub Trending (All)\nDesktop app to manage markdown knowledge bases 💧 Tolaria Tolaria is a desktop app for macOS, Windows, and Linux for managing markdown knowledge bases . People use it for a variety of use cases: Operate second brains and personal knowledge Organize company docs as context for AI Store… Read more →\nashishpatel26/500-AI-Agents-Projects Source: GitHub Trending (Python)\nThe 500 AI Agents Projects is a curated collection of AI agent use cases across various industries. It showcases practical applications and provides links to open-source projects for implementation, illustrating how AI agents are transforming sectors such as healthcare, finance, education, retail,… Read more →\nwithastro/flue Source: GitHub Trending (TypeScript)\nThe sandbox agent framework. Experimental — Flue is under active development. APIs may change. Looking for v0.0.x ? See here. Flue Flue is The Agent Harness Framework. If you know how to use Claude Code (or Codex, OpenCode, Pi, etc)\u0026hellip; then you already know the basics of how to build agents with… Read more →\nheygen-com/hyperframes Source: GitHub Trending (TypeScript)\nWrite HTML. Render video. Built for agents. Write HTML. Render video. Built for agents. Quickstart | Showcase | Playground | Catalog | Docs | Discord HyperFrames is an open-source framework for turning HTML, CSS, media, and seekable animations into deterministic MP4 videos. Use it locally with the… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nExtendDB: Open Source Amazon DynamoDB Compatible Adapter with Pluggable Storage Backends Source: InfoQ\nAWS recently announced ExtendDB, a DynamoDB-compatible adapter that lets developers use the DynamoDB API with different storage backends, starting with PostgreSQL. The project supports existing SDKs and tools without modification, giving teams greater flexibility to run DynamoDB-style workloads… Read more →\nThis digest was automatically curated by Blake on June 08, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-08/","summary":"\u003ch1 id=\"ai-architect-digest--june-08-2026\"\u003eAI Architect Digest — June 08, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e40 articles curated\u003c/strong\u003e across 2 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-trending-on-github\"\u003e⭐ Trending on GitHub\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eHot repositories related to AI coding, Claude plugins, MCP servers, and more.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"mvanhornlast30days-skill\"\u003e\u003ca href=\"https://github.com/mvanhorn/last30days-skill\"\u003emvanhorn/last30days-skill\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e GitHub Trending (All)\u003c/p\u003e\n\u003cp\u003eAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec…\n\u003ca href=\"https://github.com/mvanhorn/last30days-skill\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 08, 2026"},{"content":"AI Architect Digest — June 07, 2026 40 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nHow OpenAI Built a Secure Windows Sandbox for Codex Agents Source: InfoQ\nOpenAI details Codex Windows sandbox architecture, showing how SIDs, ACLs, restricted tokens, and dedicated sandbox accounts enable safe execution of autonomous coding tasks. The design balances isolation with real developer workflows and shows how OS security primitives must be composed for AI… Read more →\nDropbox Introduces Nova, an Internal Platform for Running AI Coding Agents at Scale Source: InfoQ\nDropbox has unveiled Nova, an internal platform designed to orchestrate and operationalize AI coding agents across the company\u0026rsquo;s engineering workflows. By Craig Risi Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nPresentation: Platform Teams Enabling AI - MCP/Multi-Agentic Tools across Linkedin Source: InfoQ\nLinkedIn’s Karthik Ramgopal and Prince Valluri discuss leveraging AI as a new execution model for large-scale engineering. They explain how to move beyond fragmented implementations by building platform abstractions for orchestration, structured context, and safe tooling like MCP. They share… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nHow Netflix Maps Thousands of Microservices in Real-Time Source: InfoQ\nNetflix has shared details about Service Topology. This internal system creates and updates a live dependency graph for thousands of microservices. It helps engineers see how services connect and resolve issues more quickly. The system merges three separate data sources into a single, queryable… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\ngithub/spec-kit Source: GitHub Trending (Python)\n💫 Toolkit to help you get started with Spec-Driven Development 🌱 Spec Kit Build high-quality software faster. An open source toolkit that allows you to focus on product scenarios and predictable outcomes instead of vibe coding every piece from scratch. Table of Contents 🤔 What is Spec-Driven… Read more →\nIBM/mcp-context-forge Source: GitHub Trending (Python)\nAn AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent \u0026amp; Tool calling, and supports plugins. ContextForge An open source registry and proxy that federates MCP, A2A,… Read more →\nmvanhorn/last30days-skill Source: GitHub Trending (All)\nAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec… Read more →\nPanniantong/Agent-Reach Source: GitHub Trending (All)\nGive your AI agent eyes to see the entire internet. Read \u0026amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 快速开始 · English · 日本語 · 한국어 · 支持平台 · 设计理念 为什么需要 Agent Reach？ AI Agent 已经能帮你写代码、改文档、管项目——但你让它去网上找点东西，它就抓瞎了： 📺… Read more →\ndanielmiessler/Personal_AI_Infrastructure Source: GitHub Trending (All)\nAgentic AI Infrastructure for magnifying HUMAN capabilities. Personal AI Infrastructure Overview: What PAI Is · Principles · Features Get Started: Installation · Releases · Packs Resources: FAQ · Roadmap · Community · Contributing Watch the full PAI walkthrough | Read: The Real Internet of Things… Read more →\n0x4m4/hexstrike-ai Source: GitHub Trending (Python)\nHexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security… Read more →\ncloudflare/vinext Source: GitHub Trending (TypeScript)\nVite plugin that reimplements the Next.js API surface — deploy anywhere vinext The Next.js API surface, reimplemented on Vite. Read the announcement: How we rebuilt Next.js with AI in one week 🚧 Experimental — under heavy development. This project is an experiment in AI-driven software development.… Read more →\nShubhamsaboo/awesome-llm-apps Source: GitHub Trending (Python)\n100+ AI Agent \u0026amp; RAG apps you can actually run — clone, customize, ship. Deutsch | Español | français | 日本語 | 한국어 | Português | Русский | 中文 🌟 Awesome LLM Apps 100+ AI Agent \u0026amp; RAG apps you can actually run — clone, customize, ship. AI Agents · Multi-agent Teams · MCP Agents · RAG · Voice Agents ·… Read more →\nheygen-com/hyperframes Source: GitHub Trending (TypeScript)\nWrite HTML. Render video. Built for agents. Write HTML. Render video. Built for agents. Quickstart | Showcase | Playground | Catalog | Docs | Discord HyperFrames is an open-source framework for turning HTML, CSS, media, and seekable animations into deterministic MP4 videos. Use it locally with the… Read more →\nCopilotKit/CopilotKit Source: GitHub Trending (All)\nThe Frontend Stack for Agents \u0026amp; Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol CopilotKit Docs · Examples · Enterprise Intelligence Platform · Discord Build agent-native applications — on any framework, on any surface. Generative UI, shared state, and… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nCloudflare Identifies Query Planning Bottleneck in ClickHouse Source: InfoQ\nCloudflare recently described how a slowdown in its billing pipeline was traced to contention inside the query planning stage of ClickHouse. The team profiled the bottleneck and patched ClickHouse to replace an exclusive lock with a shared lock, drop the per-query copy of the parts list, and… Read more →\nArticle Series: Securing the AI Stack: from Model to Production Source: InfoQ\nThis series provides your roadmap for the machine age, exploring how to move from vulnerable prototypes to resilient systems through layered defense, robust MLOps, and integrated governance. By Claudio Masolo Read more →\nExtendDB: Open Source Amazon DynamoDB Compatible Adapter with Pluggable Storage Backends Source: InfoQ\nAWS recently announced ExtendDB, a DynamoDB-compatible adapter that lets developers use the DynamoDB API with different storage backends, starting with PostgreSQL. The project supports existing SDKs and tools without modification, giving teams greater flexibility to run DynamoDB-style workloads… Read more →\nGoogle LiteRT-LM Speeds up Local Inference up to 2.2x with Gemma 4 Multi-Token Prediction Source: InfoQ\nLiteRT-LM brings native support for Gemma 4 Multi-Token Prediction (MTP) drafters, enabling up to 2.2x faster inference. The framework is expanding beyond Kotlin and C++ adding support for new Swift and a JavaScript APIs. By Sergio De Simone Read more →\nThis digest was automatically curated by Blake on June 07, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-07/","summary":"\u003ch1 id=\"ai-architect-digest--june-07-2026\"\u003eAI Architect Digest — June 07, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e40 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"how-openai-built-a-secure-windows-sandbox-for-codex-agents\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/codex-windows-sandbox-design/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eHow OpenAI Built a Secure Windows Sandbox for Codex Agents\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eOpenAI details Codex Windows sandbox architecture, showing how SIDs, ACLs, restricted tokens, and dedicated sandbox accounts enable safe execution of autonomous coding tasks. The design balances isolation with real developer workflows and shows how OS security primitives must be composed for AI…\n\u003ca href=\"https://www.infoq.com/news/2026/06/codex-windows-sandbox-design/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 07, 2026"},{"content":"AI Architect Digest — June 06, 2026 56 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nIssue #47 Source: Augmented Coding\nIntroducing MAI-Code-1-Flash MICROSOFT.AI A few years ago Microsoft had a near-perfect partnership with OpenAI, they cloud provider via Azure, and gained privileged access to OpenAI models for products like Copilot. This gave Microsoft a differentiated AI engine before most of its competitors, that… Read more →\nHow OpenAI Built a Secure Windows Sandbox for Codex Agents Source: InfoQ\nOpenAI details Codex Windows sandbox architecture, showing how SIDs, ACLs, restricted tokens, and dedicated sandbox accounts enable safe execution of autonomous coding tasks. The design balances isolation with real developer workflows and shows how OS security primitives must be composed for AI… Read more →\nTurn HAR Files, Claude Code, Copilot CLI, and Codex CLI Logs into ATIF Source: Hacker News (AI)\nArticle URL: https://github.com/waldekmastykarz/atifact Comments URL: https://news.ycombinator.com/item?id=48422341 Points: 1 # Comments: 0 Read more →\nDropbox Introduces Nova, an Internal Platform for Running AI Coding Agents at Scale Source: InfoQ\nDropbox has unveiled Nova, an internal platform designed to orchestrate and operationalize AI coding agents across the company\u0026rsquo;s engineering workflows. By Craig Risi Read more →\nShow HN: Nanocode-CLI – A lightweight terminal-based AI coding assistant Source: Hacker News (AI)\nArticle URL: https://github.com/hit9/nanocode Comments URL: https://news.ycombinator.com/item?id=48421523 Points: 2 # Comments: 0 Read more →\nAI coding agents use your technology Source: Hacker News (AI)\nArticle URL: https://developer.microsoft.com/blog/how-ai-coding-agents-actually-use-your-technology Comments URL: https://news.ycombinator.com/item?id=48422295 Points: 1 # Comments: 0 Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nPresentation: Platform Teams Enabling AI - MCP/Multi-Agentic Tools Across Linkedin Source: InfoQ\nLinkedIn’s Karthik Ramgopal and Prince Valluri discuss leveraging AI as a new execution model for large-scale engineering. They explain how to move beyond fragmented implementations by building platform abstractions for orchestration, structured context, and safe tooling like MCP. They share… Read more →\nHow to Build an AI Agent for Slack with Chat SDK and AI SDK Source: Hacker News (AI)\nArticle URL: https://vercel.com/kb/guide/how-to-build-an-ai-agent-for-slack-with-chat-sdk-and-ai-sdk Comments URL: https://news.ycombinator.com/item?id=48421418 Points: 1 # Comments: 0 Read more →\nShow HN: Summarize YT Video by pasting url into AI chat[video] Source: Hacker News (AI)\nWe added tooling to our chat to make it agentic. It can control our 40+ apps suite. One of the tools is url fetching with pagination. Comments URL: https://news.ycombinator.com/item?id=48422121 Points: 1 # Comments: 1 Read more →\nShow HN: Sidekick – The zot coding agent, one click away on macOS Source: Hacker News (AI)\nArticle URL: https://github.com/patriceckhart/zot-sidekick Comments URL: https://news.ycombinator.com/item?id=48422333 Points: 10 # Comments: 0 Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPresentation: Architecting a Centralized Platform for Data Deletion at Netflix Source: InfoQ\nThe speakers discuss the architectural challenges of executing safe data deletion across distributed datastores. Balancing durability, availability \u0026amp; correctness, they explain how to orchestrate multi-system deletion propagation without impacting live traffic. They share lessons on controlling… Read more →\n30+ Updates per Second per Account: Uber Scales Ledger Processing with Batching Source: InfoQ\nUber introduced a high-throughput financial ledger processing system designed to handle hot account write contention at scale. Using 250ms batching, Redis coordination, and optimistic atomic updates, the system supports 30+ updates per second per account while preserving consistency and… Read more →\nArticle: Architectural Change Cases: A Practical Tool for Evolutionary Architectures Source: InfoQ\nArchitectural change cases extend architecture decision record (ADR) thinking by evaluating how decisions may evolve over time. Change cases expose hidden assumptions and help teams estimate the reversibility and cost of change. By Pierre Pureur, Kurt Bittner Read more →\nHow Netflix Maps Thousands of Microservices in Real-Time Source: InfoQ\nNetflix has shared details about Service Topology. This internal system creates and updates a live dependency graph for thousands of microservices. It helps engineers see how services connect and resolve issues more quickly. The system merges three separate data sources into a single, queryable… Read more →\nAWS Replaces Fat-Tree Data Center Networks with Random Graph Theory, Cutting Routers by 69% Source: InfoQ\nAWS disclosed that Resilient Network Graphs, a flat network architecture based on quasi-random graph theory, is now the default for most new data center builds. The design replaces fat-tree hierarchies with direct ToR-to-ToR mesh connections using passive optical ShuffleBoxes, cutting routers by… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\nchopratejas/headroom Source: GitHub Trending (All)\nCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. ██╗ ██╗███████╗ █████╗ ██████╗ ██████╗ ██████╗ ██████╗ ███╗ ███╗ ██║ ██║██╔════╝██╔══██╗██╔══██╗██╔══██╗██╔═══██╗██╔═══██╗████╗ ████║ ███████║█████╗… Read more →\nvllm-project/vllm-omni Source: GitHub Trending (Python)\nA framework for efficient model inference with omni-modality models Easy, fast, and cheap omni-modality model serving for everyone | Documentation | DeepWiki | User Forum | Developer Slack | WeChat | Paper | Slides | Latest News 🔥 [2026/05] We released 0.20.0 - refreshes the serving/runtime stack… Read more →\nDayuanJiang/next-ai-draw-io Source: GitHub Trending (TypeScript)\nA next.js web application that integrates AI capabilities with draw.io diagrams. This app allows you to create, modify, and enhance diagrams through natural language commands and AI-assisted visualization. Next AI Draw.io AI-Powered Diagram Creation Tool - Chat, Draw, Visualize English | 中文 | 日本語 A… Read more →\nPanniantong/Agent-Reach Source: GitHub Trending (All)\nGive your AI agent eyes to see the entire internet. Read \u0026amp; search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees. 👁️ Agent Reach 给你的 AI Agent 一键装上互联网能力 快速开始 · English · 日本語 · 한국어 · 支持平台 · 设计理念 为什么需要 Agent Reach？ AI Agent 已经能帮你写代码、改文档、管项目——但你让它去网上找点东西，它就抓瞎了： 📺… Read more →\nmvanhorn/last30days-skill Source: GitHub Trending (All)\nAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec… Read more →\njwasham/coding-interview-university Source: GitHub Trending (All)\nA complete computer science study plan to become a software engineer. Coding Interview University I originally created this as a short to-do list of study topics for becoming a software engineer, but it grew to the large list you see today. After going through this study plan, I got hired as a… Read more →\njundot/omlx Source: GitHub Trending (Python)\nLLM inference server with continuous batching \u0026amp; SSD caching for Apple Silicon — managed from the macOS menu bar oMLX LLM inference, optimized for your Mac Continuous batching and tiered KV caching, managed directly from your menu bar. junkim.dot@gmail.com · https://omlx.ai/me Install · Quickstart ·… Read more →\nwithastro/flue Source: GitHub Trending (All)\nThe sandbox agent framework. Experimental — Flue is under active development. APIs may change. Looking for v0.0.x ? See here. Flue Flue is The Agent Harness Framework. If you know how to use Claude Code (or Codex, OpenCode, Pi, etc)\u0026hellip; then you already know the basics of how to build agents with… Read more →\nmicrosoft/agent-framework Source: GitHub Trending (Python)\nA framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET. Welcome to Microsoft Agent Framework! Microsoft Agent Framework (MAF) is an open, multi-language framework for building production-grade AI agents and multi-agent workflows in… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nHow a Culture of Data-Driven Conversations Can Support Platform Engineering Source: InfoQ\nTo provide SRE as a service, a team built a center of excellence, introducing Federated SREs and roles like production manager and technical tribe lead. They created a culture of data-driven conversations where SLOs and SLAs were democratised. Surviving growing cognitive load meant continuously… Read more →\nCloudflare Identifies Query Planning Bottleneck in ClickHouse Source: InfoQ\nCloudflare recently described how a slowdown in its billing pipeline was traced to contention inside the query planning stage of ClickHouse. The team profiled the bottleneck and patched ClickHouse to replace an exclusive lock with a shared lock, drop the per-query copy of the parts list, and… Read more →\nArticle Series: Securing the AI Stack: From Model to Production Source: InfoQ\nThis series provides your roadmap for the machine age, exploring how to move from vulnerable prototypes to resilient systems through layered defense, robust MLOps, and integrated governance. By Claudio Masolo Read more →\nTypeORM Reaches 1.0 After Nearly a Decade, Signalling Renewed Maintenance Source: InfoQ\nTypeORM 1.0 is the first major release of the open-source TypeScript and JavaScript ORM since its inception in 2016. This version modernizes platform requirements, removes deprecated APIs, and introduces numerous bug fixes and new features. TypeORM now supports ECMAScript 2023, dropping older… Read more →\nGoogle LiteRT-LM Speeds Up Local Inference Up to 2.2x With Gemma 4 Multi-Token Prediction Source: InfoQ\nLiteRT-LM brings native support for Gemma 4 Multi-Token Prediction (MTP) drafters, enabling up to 2.2x faster inference. The framework is expanding beyond Kotlin and C++ adding support for new Swift and a JavaScript APIs. By Sergio De Simone Read more →\nIntelliJ IDEA 2026.1.3 Is Out! Source: JetBrains Blog\nWe’ve just released IntelliJ IDEA 2026.1.3. You can update to this version from inside the IDE, using the Toolbox App, or using snaps if you are a Ubuntu user. You can also download it from our website. The latest update brings the following improvements: For a comprehensive overview of the fixes,… Read more →\nScarcity is driving AI innovation outside Silicon Valley Source: Hacker News (AI)\nArticle URL: https://restofworld.org/2026/scarcity-is-driving-ai-innovation-outside-silicon-valley/ Comments URL: https://news.ycombinator.com/item?id=48421037 Points: 3 # Comments: 0 Read more →\nClaude-tinderbox: Search your Claude.ai conversation history locally via MCP Source: Hacker News (AI)\nArticle URL: https://github.com/luckyrmp/tinderbox-archive Comments URL: https://news.ycombinator.com/item?id=48421160 Points: 2 # Comments: 0 Read more →\nAsk HN: What would you name your own LLM? Source: Hacker News (AI)\n\u0026ldquo;The Intern\u0026rdquo; Because it\u0026rsquo;s really useful, brilliant, and requires constant supervision. Cheaper than full-time employees, and young, full of hope, and hardworking. Comments URL: https://news.ycombinator.com/item?id=48422004 Points: 2 # Comments: 2 Read more →\nThis digest was automatically curated by Blake on June 06, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-06/","summary":"\u003ch1 id=\"ai-architect-digest--june-06-2026\"\u003eAI Architect Digest — June 06, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e56 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"issue-47\"\u003e\u003ca href=\"http://augmentedcoding.dev/issue-47/\"\u003eIssue #47\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e Augmented Coding\u003c/p\u003e\n\u003cp\u003eIntroducing MAI-Code-1-Flash MICROSOFT.AI A few years ago Microsoft had a near-perfect partnership with OpenAI, they cloud provider via Azure, and gained privileged access to OpenAI models for products like Copilot. This gave Microsoft a differentiated AI engine before most of its competitors, that…\n\u003ca href=\"http://augmentedcoding.dev/issue-47/\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 06, 2026"},{"content":"AI Architect Digest — June 05, 2026 45 articles curated across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nPresentation: Choosing Your AI Copilot: Maximizing Developer Productivity Source: InfoQ\nSepehr Khosravi discusses the evolution of developer productivity tools. Evaluating the strengths of tools like Cursor and Claude Code, he explains actionable techniques for senior engineers - including context engineering, custom rules, and Model Context Protocol (MCP) integrations. He shares… Read more →\nIssue #47 Source: Augmented Coding\nIntroducing MAI-Code-1-Flash MICROSOFT.AI A few years ago Microsoft had a near-perfect partnership with OpenAI, they cloud provider via Azure, and gained privileged access to OpenAI models for products like Copilot. This gave Microsoft a differentiated AI engine before most of its competitors, that… Read more →\nNext.js 16.2: 400% Faster Dev Startup, Faster Rendering, and Deeper Tooling for AI Agents Source: InfoQ\nVercel has released Next.js 16.2, featuring performance enhancements that make development startup 400% faster and rendering up to 60% quicker. The update includes AI-assisted development tools, improved Turbopack efficiency, and better error reporting. Migration from Next.js 15 is supported, and… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nInside Google’s System for Coordinated A/B Testing across its Global Service Fleet Source: InfoQ\nGoogle has shared details of its fleet wide large scale A/B experimentation system designed to standardize experiment assignment, exposure logging, and configuration propagation across distributed services. The approach enables consistent measurement across products, reduces experiment conflicts,… Read more →\nPresentation: Architecting a Centralized Platform for Data Deletion at Netflix Source: InfoQ\nThe speakers discuss the architectural challenges of executing safe data deletion across distributed datastores. Balancing durability, availability \u0026amp; correctness, they explain how to orchestrate multi-system deletion propagation without impacting live traffic. They share lessons on controlling… Read more →\n30+ Updates per Second per Account: Uber Scales Ledger Processing with Batching Source: InfoQ\nUber introduced a high-throughput financial ledger processing system designed to handle hot account write contention at scale. Using 250ms batching, Redis coordination, and optimistic atomic updates, the system supports 30+ updates per second per account while preserving consistency and… Read more →\nArticle: Architectural Change Cases: A Practical Tool for Evolutionary Architectures Source: InfoQ\nArchitectural change cases extend architecture decision record (ADR) thinking by evaluating how decisions may evolve over time. Change cases expose hidden assumptions and help teams estimate the reversibility and cost of change. By Pierre Pureur, Kurt Bittner Read more →\nAWS Replaces Fat-Tree Data Center Networks with Random Graph Theory, Cutting Routers by 69% Source: InfoQ\nAWS disclosed that Resilient Network Graphs, a flat network architecture based on quasi-random graph theory, is now the default for most new data center builds. The design replaces fat-tree hierarchies with direct ToR-to-ToR mesh connections using passive optical ShuffleBoxes, cutting routers by… Read more →\nAlign your architecture backlog with Tech Roadmap Prioritization (TRP) Source: AWS Architecture Blog\nIn this post, we show you how to run a one-hour prioritization session with your stakeholders, plot competing initiatives on a shared matrix by cost and impact and turn the result into an actionable architecture backlog - using a framework called Tech Roadmap Prioritization (TRP). Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\nchopratejas/headroom Source: GitHub Trending (All)\nCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. ██╗ ██╗███████╗ █████╗ ██████╗ ██████╗ ██████╗ ██████╗ ███╗ ███╗ ██║ ██║██╔════╝██╔══██╗██╔══██╗██╔══██╗██╔═══██╗██╔═══██╗████╗ ████║ ███████║█████╗… Read more →\ngithub/spec-kit Source: GitHub Trending (All)\n💫 Toolkit to help you get started with Spec-Driven Development 🌱 Spec Kit Build high-quality software faster. An open source toolkit that allows you to focus on product scenarios and predictable outcomes instead of vibe coding every piece from scratch. Table of Contents 🤔 What is Spec-Driven… Read more →\nDayuanJiang/next-ai-draw-io Source: GitHub Trending (TypeScript)\nA next.js web application that integrates AI capabilities with draw.io diagrams. This app allows you to create, modify, and enhance diagrams through natural language commands and AI-assisted visualization. Next AI Draw.io AI-Powered Diagram Creation Tool - Chat, Draw, Visualize English | 中文 | 日本語 A… Read more →\njwasham/coding-interview-university Source: GitHub Trending (All)\nA complete computer science study plan to become a software engineer. Coding Interview University I originally created this as a short to-do list of study topics for becoming a software engineer, but it grew to the large list you see today. After going through this study plan, I got hired as a… Read more →\nmvanhorn/last30days-skill Source: GitHub Trending (All)\nAI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary /last30days An AI agent-led search engine scored by upvotes, likes, and real money - not editors. This README tracks the current v3 pipeline. The runtime skill spec… Read more →\nHKUDS/Vibe-Trading Source: GitHub Trending (Python)\n\u0026ldquo;Vibe-Trading: Your Personal Trading Agent\u0026rdquo; English | 中文 | 日本語 | 한국어 | العربية Vibe-Trading: Your Personal Trading Agent One Command to Empower Your Agent with Comprehensive Trading Capabilities Website · Docs · News · Features · Shadow Account · Demo · Quick Start · Examples · API / MCP · Roadmap… Read more →\nnesquena/hermes-webui Source: GitHub Trending (Python)\nHermes WebUI: The best way to use Hermes Agent from the web or from your phone! Hermes Web UI Hermes Agent is a sophisticated autonomous agent that lives on your server, accessed via a terminal or messaging apps, that remembers what it learns and gets more capable the longer it runs. Hermes WebUI… Read more →\njundot/omlx Source: GitHub Trending (Python)\nLLM inference server with continuous batching \u0026amp; SSD caching for Apple Silicon — managed from the macOS menu bar oMLX LLM inference, optimized for your Mac Continuous batching and tiered KV caching, managed directly from your menu bar. junkim.dot@gmail.com · https://omlx.ai/me Install · Quickstart ·… Read more →\nNousResearch/hermes-agent Source: GitHub Trending (All)\nThe agent that grows with you Hermes Agent ☤ The self-improving AI agent built by Nous Research . It\u0026rsquo;s the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, searches its own past conversations, and builds a… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nHow a Culture of Data-Driven Conversations Can Support Platform Engineering Source: InfoQ\nTo provide SRE as a service, a team built a center of excellence, introducing Federated SREs and roles like production manager and technical tribe lead. They created a culture of data-driven conversations where SLOs and SLAs were democratised. Surviving growing cognitive load meant continuously… Read more →\nArticle: Two Misconfigurations That Caused Spark OOM Failures on Kubernetes Source: InfoQ\nAfter migrating Spark pipelines to Azure Kubernetes Service, two infrastructure settings interacted destructively: spark.kubernetes.local.dirs.tmpfs=true backed shuffle spill with RAM instead of disk, and a hard podAffinity rule forced all executors onto one node. Together, they caused repeated OOM… Read more →\nTypeORM Reaches 1.0 After Nearly a Decade, Signalling Renewed Maintenance Source: InfoQ\nTypeORM 1.0 is the first major release of the open-source TypeScript and JavaScript ORM since its inception in 2016. This version modernizes platform requirements, removes deprecated APIs, and introduces numerous bug fixes and new features. TypeORM now supports ECMAScript 2023, dropping older… Read more →\nWPF Hot Reload Is Here: Edit Your XAML and Watch It Update Live in Rider Source: JetBrains Blog\nWPF Hot Reload is now available in Rider, starting with the 2026.2 EAP 2 build. You can edit your XAML while your app is running under the debugger and see the changes immediately, with no rebuild, no restart, and no losing your place in the application. Together with the C# Hot Reload support… Read more →\nIntelliJ IDEA 2025.3.6 Is Out! Source: JetBrains Blog\nIntelliJ IDEA 2025.3.6 is now available with the latest Oracle critical patch update for Java 21. The update includes the corresponding JetBrains Runtime changes and fixes the issue [IDEA-389015], providing improved reliability and security. You can update to this version from inside the IDE, using… Read more →\nIntelliJ IDEA 2026.1.3 Is Out! Source: JetBrains Blog\nWe’ve just released IntelliJ IDEA 2026.1.3. You can update to this version from inside the IDE, using the Toolbox App, or using snaps if you are a Ubuntu user. You can also download it from our website. The latest update brings the following improvements: For a comprehensive overview of the fixes,… Read more →\nThis digest was automatically curated by Blake on June 05, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-05/","summary":"\u003ch1 id=\"ai-architect-digest--june-05-2026\"\u003eAI Architect Digest — June 05, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e45 articles curated\u003c/strong\u003e across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"presentation-choosing-your-ai-copilot-maximizing-developer-productivity\"\u003e\u003ca href=\"https://www.infoq.com/presentations/choosing-ai-copilot/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003ePresentation: Choosing Your AI Copilot: Maximizing Developer Productivity\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eSepehr Khosravi discusses the evolution of developer productivity tools. Evaluating the strengths of tools like Cursor and Claude Code, he explains actionable techniques for senior engineers - including context engineering, custom rules, and Model Context Protocol (MCP) integrations. He shares…\n\u003ca href=\"https://www.infoq.com/presentations/choosing-ai-copilot/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 05, 2026"},{"content":"AI Architect Digest — June 04, 2026 42 articles curated across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nPresentation: Choosing Your AI Copilot: Maximizing Developer Productivity Source: InfoQ\nSepehr Khosravi discusses the evolution of developer productivity tools. Evaluating the strengths of tools like Cursor and Claude Code, he explains actionable techniques for senior engineers - including context engineering, custom rules, and Model Context Protocol (MCP) integrations. He shares… Read more →\nNext.js 16.2: 400% Faster Dev Startup, Faster Rendering, and Deeper Tooling for AI Agents Source: InfoQ\nVercel has released Next.js 16.2, featuring performance enhancements that make development startup 400% faster and rendering up to 60% quicker. The update includes AI-assisted development tools, improved Turbopack efficiency, and better error reporting. Migration from Next.js 15 is supported, and… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nInside Google’s System for Coordinated A/B Testing Across Its Global Service Fleet Source: InfoQ\nGoogle has shared details of its fleet wide large scale A/B experimentation system designed to standardize experiment assignment, exposure logging, and configuration propagation across distributed services. The approach enables consistent measurement across products, reduces experiment conflicts,… Read more →\nAlign your architecture backlog with Tech Roadmap Prioritization (TRP) Source: AWS Architecture Blog\nIn this post, we show you how to run a one-hour prioritization session with your stakeholders, plot competing initiatives on a shared matrix by cost and impact and turn the result into an actionable architecture backlog - using a framework called Tech Roadmap Prioritization (TRP). Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\nchopratejas/headroom Source: GitHub Trending (All)\nCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. ██╗ ██╗███████╗ █████╗ ██████╗ ██████╗ ██████╗ ██████╗ ███╗ ███╗ ██║ ██║██╔════╝██╔══██╗██╔══██╗██╔══██╗██╔═══██╗██╔═══██╗████╗ ████║ ███████║█████╗… Read more →\nnesquena/hermes-webui Source: GitHub Trending (All)\nHermes WebUI: The best way to use Hermes Agent from the web or from your phone! Hermes Web UI Hermes Agent is a sophisticated autonomous agent that lives on your server, accessed via a terminal or messaging apps, that remembers what it learns and gets more capable the longer it runs. Hermes WebUI… Read more →\njwasham/coding-interview-university Source: GitHub Trending (All)\nA complete computer science study plan to become a software engineer. Coding Interview University I originally created this as a short to-do list of study topics for becoming a software engineer, but it grew to the large list you see today. After going through this study plan, I got hired as a… Read more →\nHKUDS/Vibe-Trading Source: GitHub Trending (All)\n\u0026ldquo;Vibe-Trading: Your Personal Trading Agent\u0026rdquo; English | 中文 | 日本語 | 한국어 | العربية Vibe-Trading: Your Personal Trading Agent One Command to Empower Your Agent with Comprehensive Trading Capabilities Website · Docs · News · Features · Shadow Account · Demo · Quick Start · Examples · API / MCP · Roadmap… Read more →\nNVIDIA-NeMo/Gym Source: GitHub Trending (Python)\nEvaluate and improve models and agents using environments NeMo Gym Requirements • Quick Start • Available Environments • Documentation \u0026amp; Resources • Community \u0026amp; Support • Citations NeMo Gym is a library for evaluating and improving models and agents using environments. NeMo Gym provides… Read more →\n0x4m4/hexstrike-ai Source: GitHub Trending (Python)\nHexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security… Read more →\ncan1357/oh-my-pi Source: GitHub Trending (TypeScript)\n⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more A coding agent with the IDE wired in. omp.sh Fork of Pi by @mariozechner The most capable agent surface that ships. Continuously tuned by real-world use — complete out of the… Read more →\nnilbuild/developer-roadmap Source: GitHub Trending (TypeScript)\nInteractive roadmaps, guides and other educational content to help developers grow in their careers. roadmap.sh Community driven roadmaps, articles and resources for developers Roadmaps are now interactive, you can click the nodes to read more about the topics. View all Roadmaps · Best Practices ·… Read more →\nheygen-com/hyperframes Source: GitHub Trending (TypeScript)\nWrite HTML. Render video. Built for agents. Write HTML. Render video. Built for agents. Quickstart | Showcase | Playground | Catalog | Docs | Discord HyperFrames is an open-source framework for turning HTML, CSS, media, and seekable animations into deterministic MP4 videos. Use it locally with the… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nPresentation: The Human Toll of Incidents \u0026amp; Ways To Mitigate It Source: InfoQ\nKyle Lexmond explains how to handle the high-pressure environment of severe production outages. He discusses the critical distinction between mitigation and root-cause resolution, sharing personal experiences from harrowing incident rooms. He shares valuable operational strategies on overcoming… Read more →\nArticle: Two Misconfigurations That Caused Spark OOM Failures on Kubernetes Source: InfoQ\nAfter migrating Spark pipelines to Azure Kubernetes Service, two infrastructure settings interacted destructively: spark.kubernetes.local.dirs.tmpfs=true backed shuffle spill with RAM instead of disk, and a hard podAffinity rule forced all executors onto one node. Together, they caused repeated OOM… Read more →\nArticle: Why Vector Search Alone Isn\u0026rsquo;t Enough: Hybrid Retrieval for RAG Source: InfoQ\nIn this article, author Aaditya Chauhan discusses the limitations of RAG pipelines based purely on vector search and how an internal omni-search application using Reciprocal Rank Fusion (RRF) that combines BM25 and vector results, can enhance the search solution. By Aaditya Chauhan Read more →\nOpenTelemetry Launches “Blueprints” Initiative to Simplify Enterprise Observability Adoption Source: InfoQ\nOpenTelemetry has introduced a new \u0026ldquo;Blueprints\u0026rdquo; initiative aimed at reducing the growing complexity of deploying and operating observability systems at scale. By Craig Risi Read more →\nNode.js Moves to One Major Release Per Year, Starting with Node 27 Source: InfoQ\nNode.js will change its release schedule starting with version 27 in October 2026, moving from two major releases per year to one. All releases will become Long-Term Support (LTS), removing the distinction between odd and even versions. An Alpha channel for early testing will also be introduced.… Read more →\nAdding MCP Tools to Reachy Mini Source: Hugging Face Blog Read more →\nWPF Hot Reload Is Here: Edit Your XAML and Watch It Update Live in Rider Source: JetBrains Blog\nWPF Hot Reload is now available in Rider, starting with the 2026.2 EAP 2 build. You can edit your XAML while your app is running under the debugger and see the changes immediately, with no rebuild, no restart, and no losing your place in the application. Together with the C# Hot Reload support… Read more →\nIntelliJ IDEA 2025.3.6 Is Out! Source: JetBrains Blog\nIntelliJ IDEA 2025.3.6 is now available with the latest Oracle critical patch update for Java 21. The update includes the corresponding JetBrains Runtime changes and fixes the issue [IDEA-389015], providing improved reliability and security. You can update to this version from inside the IDE, using… Read more →\nThis digest was automatically curated by Blake on June 04, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-04/","summary":"\u003ch1 id=\"ai-architect-digest--june-04-2026\"\u003eAI Architect Digest — June 04, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e42 articles curated\u003c/strong\u003e across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"presentation-choosing-your-ai-copilot-maximizing-developer-productivity\"\u003e\u003ca href=\"https://www.infoq.com/presentations/choosing-ai-copilot/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003ePresentation: Choosing Your AI Copilot: Maximizing Developer Productivity\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eSepehr Khosravi discusses the evolution of developer productivity tools. Evaluating the strengths of tools like Cursor and Claude Code, he explains actionable techniques for senior engineers - including context engineering, custom rules, and Model Context Protocol (MCP) integrations. He shares…\n\u003ca href=\"https://www.infoq.com/presentations/choosing-ai-copilot/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 04, 2026"},{"content":"AI Architect Digest — June 03, 2026 51 articles curated across 6 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nClaude Code Adds Dynamic Workflows for Parallel Agent Coordination Source: InfoQ\nAnthropic introduced Dynamic Workflows, a new capability for Claude Code designed to handle complex software engineering tasks by coordinating large numbers of AI agents within a single workflow. The feature allows Claude to dynamically create orchestration scripts, break work into subtasks, run… Read more →\nAsk HN: What are good AI UIs now? Source: Hacker News (AI)\nWith frameworks like Streamlit, it takes five lines of Python to wrap an LLM in a chat box. Alternatively, we\u0026rsquo;ve seen a surge in TUI tools (Claude Code, Codex, etc.). But living in a terminal doesn\u0026rsquo;t feel like the final destination. Now, we are seeing wrapper GUIs like T3 Code to give those… Read more →\nA harness for every task: dynamic workflows in Claude Code Source: Hacker News (AI)\nArticle URL: https://twitter.com/trq212/status/2061907337154367865 Comments URL: https://news.ycombinator.com/item?id=48380657 Points: 1 # Comments: 0 Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nBadHost Vulnerability Exposes AI Agents, Evaluators, and LLM Gateways Source: InfoQ\nBadHost is a high-severity authentication bypass vulnerability in the widely used Python web framework Starlette, with 325 million weekly downloads. The flaw allows attackers to use malformed HTTP Host headers to bypass path-based access controls and access sensitive AI agent infrastructure, among… Read more →\nGoogle Workspace CLI: Unified Command-Line Tool Built for Humans and AI Agents Source: InfoQ\nGoogle has released a new CLI for Google Workspace, offering a unified interface for various services like Drive, Gmail, and Calendar. Built in Rust, the tool dynamically adjusts to API changes and features over 100 bundled skills. It requires Node.js and a Google Cloud project for setup. Initial… Read more →\nBeyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic Source: Hugging Face Blog Read more →\nThe AI Agent Era Is Here Source: Hacker News (AI)\nArticle URL: https://anci.app/ezine/2026/05_AI_Edge_For_Leaders_Flipbook_May_ANCI.html Comments URL: https://news.ycombinator.com/item?id=48380529 Points: 2 # Comments: 0 Read more →\nAn MCP tool that lets ChatGPT check if a store is AI-readable Source: Hacker News (AI)\nArticle URL: https://www.bridgetoagent.com/api/mcp Comments URL: https://news.ycombinator.com/item?id=48380671 Points: 1 # Comments: 0 Read more →\nRehumanizing global health care with agentic AI Source: Hacker News (AI)\nArticle URL: https://www.technologyreview.com/2026/06/02/1137827/rehumanizing-global-health-care-with-agentic-ai/ Comments URL: https://news.ycombinator.com/item?id=48380854 Points: 1 # Comments: 0 Read more →\nBlock-Level CRDT: The Missing Piece for Collaborative AI Agent Memory Source: Hacker News (AI)\nArticle URL: https://marcobambini.substack.com/p/block-level-lww-the-missing-piece Comments URL: https://news.ycombinator.com/item?id=48381210 Points: 1 # Comments: 0 Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPodcast: Requirements Analysis for Architects: A Conversation with Sonya Natanzon Source: InfoQ\nMichael Stiefel spoke to Sonya Natanzon, about the intersection of technical and social aspects of software architecture. Understanding the business and how a company operates is more important than the specific technologies used. Effective requirements analysis requires focusing on problems to be… Read more →\n🎯 AI Impact on Software Architects How AI is reshaping the architect role and decision-making.\nArticle: The AI Productivity Paradox in Test Automation: Moving Beyond Structural Validation to Perception and Intent Source: InfoQ\nThe AI productivity paradox states that AI scales whatever abstraction it is built on. If that abstraction is structurally brittle, it scales structural brittleness. This article shows how, to build a future of reliable, AI-driven test automation, we must stop scaling DOM-centric abstractions and… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\nmksglu/context-mode Source: GitHub Trending (TypeScript)\nContext window optimization for AI coding agents. Sandboxes tool output, 98% reduction. 15 platforms Context Mode The other half of the context problem. Used across teams at The Problem Every MCP tool call dumps raw data into your context window. A Playwright snapshot costs 56 KB. Twenty GitHub… Read more →\nchopratejas/headroom Source: GitHub Trending (All)\nCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server. ██╗ ██╗███████╗ █████╗ ██████╗ ██████╗ ██████╗ ██████╗ ███╗ ███╗ ██║ ██║██╔════╝██╔══██╗██╔══██╗██╔══██╗██╔═══██╗██╔═══██╗████╗ ████║ ███████║█████╗… Read more →\nawslabs/aidlc-workflows Source: GitHub Trending (Python)\nAI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents AI-DLC (AI-Driven Development Life Cycle) Important Generative AI can make mistakes. You should consider reviewing all output and costs generated by your chosen AI model and agentic coding assistant. See AWS… Read more →\nnesquena/hermes-webui Source: GitHub Trending (All)\nHermes WebUI: The best way to use Hermes Agent from the web or from your phone! Hermes Web UI Hermes Agent is a sophisticated autonomous agent that lives on your server, accessed via a terminal or messaging apps, that remembers what it learns and gets more capable the longer it runs. Hermes WebUI… Read more →\nnanocoai/nanoclaw Source: GitHub Trending (TypeScript)\nA lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic\u0026rsquo;s Agents SDK An AI assistant that runs agents securely in their own containers.… Read more →\nJCodesMore/ai-website-cloner-template Source: GitHub Trending (TypeScript)\nClone any website with one command using AI coding agents AI Website Cloner Template A reusable template for reverse-engineering any website into a clean, modern Next.js codebase using AI coding agents. Recommended: Claude Code with Opus 4.7 for best results — but works with a variety of AI coding… Read more →\nD4Vinci/Scrapling Source: GitHub Trending (All)\n🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Effortless Web Scraping for the Modern Web العربيه | Español | Português (Brasil) | Français | Deutsch | 简体中文 | 日本語 | Русский | 한국어 Selection methods · Fetchers · Spiders · Proxy Rotation ·… Read more →\njamwithai/production-agentic-rag-course Source: GitHub Trending (All)\nThe Mother of AI Project Phase 1 RAG Systems: arXiv Paper Curator A Learner-Focused Journey into Production RAG Systems Learn to build modern AI systems from the ground up through hands-on implementation Master the most in-demand AI engineering skills: RAG (Retrieval-Augmented Generation) 📖 About… Read more →\nsupermemoryai/supermemory Source: GitHub Trending (All)\nMemory engine and app that is extremely fast, scalable. The Memory API for the AI era. State-of-the-art memory and context engine for AI. And yes - you can use it as a company/personal brain. Docs · Quickstart · Dashboard · Discord Supermemory is the memory and context layer for AI. #1 on… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nPresentation: The Human Toll of Incidents \u0026amp; Ways To Mitigate It Source: InfoQ\nKyle Lexmond explains how to handle the high-pressure environment of severe production outages. He discusses the critical distinction between mitigation and root-cause resolution, sharing personal experiences from harrowing incident rooms. He shares valuable operational strategies on overcoming… Read more →\nPresentation: Theme Systems at Scale: How To Build Highly Customizable Software Source: InfoQ\nShopify Staff Engineer Guilherme Carreiro discusses building and scaling highly customizable platforms. Using Shopify’s Liquid theme system as a case study, he explains how to balance extreme design flexibility with low-latency performance under massive traffic. He shares insights on implementing… Read more →\nA Trailing Slash Bypassed AWS API Gateway Authorization Source: InfoQ\nA security researcher found that adding a trailing slash to AWS HTTP API paths bypassed Lambda authorizer authentication entirely, enabling unauthenticated wire transfers at a fintech. The root cause is a path normalization mismatch between HTTP API\u0026rsquo;s greedy route matching and its authorization… Read more →\nShopify Reports 15X Faster Graphql Execution with Breadth First Engine Source: InfoQ\nShopify introduced GraphQL Cardinal, a new execution engine replacing depth-first traversal with breadth-first execution. The redesign improves large-scale GraphQL performance with up to 15x faster field execution, 6x lower GC overhead, and +4s P50 latency gains. It focuses on execution-layer… Read more →\nJava News Roundup: OpenJDK JEPs, Hazelcast, Quarkus, Hibernate, Koog, JHipster, Introducing Endive Source: InfoQ\nThis week\u0026rsquo;s Java roundup for May 25th, 2026, features news highlighting: lifecycle changes with two of the JEPs that were targeted for JDK 27; the GA release of Koog 1.0; point releases of Hazelcast, Quarkus, Hibernate and JHipster; the eighth milestone release of Spring AI 2.0; and introducing… Read more →\nArticle: Why Vector Search Alone Isn\u0026rsquo;t Enough: Hybrid Retrieval for RAG Source: InfoQ\nIn this article, author Aaditya Chauhan discusses the limitations of RAG pipelines based purely on vector search and how an internal omni-search application using Reciprocal Rank Fusion (RRF) that combines BM25 and vector results, can enhance the search solution. By Aaditya Chauhan Read more →\nOpenTelemetry Launches “Blueprints” Initiative to Simplify Enterprise Observability Adoption Source: InfoQ\nOpenTelemetry has introduced a new \u0026ldquo;Blueprints\u0026rdquo; initiative aimed at reducing the growing complexity of deploying and operating observability systems at scale. By Craig Risi Read more →\nNode.js Moves to One Major Release Per Year, Starting with Node 27 Source: InfoQ\nNode.js will change its release schedule starting with version 27 in October 2026, moving from two major releases per year to one. All releases will become Long-Term Support (LTS), removing the distinction between odd and even versions. An Alpha channel for early testing will also be introduced.… Read more →\nStop Pasting Tokens: OAuth2 Login for JetBrains IDE Plugins Source: JetBrains Blog\nThe moment a plugin needs account data, a simple API call turns into an authentication problem. The bad shortcut is familiar: ask the user to create a personal access token (PAT), make them paste it into settings, and hope it never leaks. For a JetBrains IDE plugin, use this flow instead: the user… Read more →\nDrones, spider cams and AI will bring World Cup 2026 to your TV Source: Hacker News (AI)\nArticle URL: https://www.rte.ie/brainstorm/2026/0602/1575716-world-cup-2026-broadcasting-technology-spider-cameras-var-drones-ai/ Comments URL: https://news.ycombinator.com/item?id=48380682 Points: 1 # Comments: 1 Read more →\nThis digest was automatically curated by Blake on June 03, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-03/","summary":"\u003ch1 id=\"ai-architect-digest--june-03-2026\"\u003eAI Architect Digest — June 03, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e51 articles curated\u003c/strong\u003e across 6 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"claude-code-adds-dynamic-workflows-for-parallel-agent-coordination\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/dynamic-workflows-claude-code/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eClaude Code Adds Dynamic Workflows for Parallel Agent Coordination\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eAnthropic introduced Dynamic Workflows, a new capability for Claude Code designed to handle complex software engineering tasks by coordinating large numbers of AI agents within a single workflow. The feature allows Claude to dynamically create orchestration scripts, break work into subtasks, run…\n\u003ca href=\"https://www.infoq.com/news/2026/06/dynamic-workflows-claude-code/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 03, 2026"},{"content":"AI Architect Digest — June 02, 2026 49 articles curated across 6 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nClaude Code Adds Dynamic Workflows for Parallel Agent Coordination Source: InfoQ\nAnthropic introduced Dynamic Workflows, a new capability for Claude Code designed to handle complex software engineering tasks by coordinating large numbers of AI agents within a single workflow. The feature allows Claude to dynamically create orchestration scripts, break work into subtasks, run… Read more →\nHow I\u0026rsquo;m using Copilot to not use Copilot Source: Hacker News (AI)\nArticle URL: https://kamilgwozdz.substack.com/p/how-im-using-copilot-to-not-use-copilot Comments URL: https://news.ycombinator.com/item?id=48367012 Points: 2 # Comments: 0 Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nBadHost Vulnerability Exposes AI Agents, Evaluators, and LLM Gateways Source: InfoQ\nBadHost is a high-severity authentication bypass vulnerability in the widely used Python web framework Starlette, with 325 million weekly downloads. The flaw allows attackers to use malformed HTTP Host headers to bypass path-based access controls and access sensitive AI agent infrastructure, among… Read more →\nGoogle Workspace CLI: Unified Command-Line Tool Built for Humans and AI Agents Source: InfoQ\nGoogle has released a new CLI for Google Workspace, offering a unified interface for various services like Drive, Gmail, and Calendar. Built in Rust, the tool dynamically adjusts to API changes and features over 100 bundled skills. It requires Node.js and a Google Cloud project for setup. Initial… Read more →\nBeyond LLMs: Why Scalable Enterprise AI Adoption Depends on Agent Logic Source: Hugging Face Blog Read more →\nWe Built Our Own Cloud Agent Infrastructure Source: Hacker News (AI)\nArticle URL: https://www.harvey.ai/blog/why-we-built-our-own-cloud-agent-infrastructure Comments URL: https://news.ycombinator.com/item?id=48366411 Points: 1 # Comments: 0 Read more →\nWe Reined In AI Agents With pre-commit Source: Hacker News (AI)\nArticle URL: http://blog.merrilin.ai/engineering/2026/reining-in-ai-with-precommit/ Comments URL: https://news.ycombinator.com/item?id=48366516 Points: 3 # Comments: 0 Read more →\nNvidia Introduces First PCs Designed for AI Agents Source: Hacker News (AI)\nArticle URL: https://www.wsj.com/tech/ai/nvidia-unveils-ai-laptops-rtx-spark-47445bcd Comments URL: https://news.ycombinator.com/item?id=48366709 Points: 1 # Comments: 0 Read more →\nComment your AI agent below Source: Hacker News (AI)\nComments URL: https://news.ycombinator.com/item?id=48367028 Points: 2 # Comments: 2 Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPodcast: Requirements Analysis for Architects: A Conversation with Sonya Natanzon Source: InfoQ\nMichael Stiefel spoke to Sonya Natanzon, about the intersection of technical and social aspects of software architecture. Understanding the business and how a company operates is more important than the specific technologies used. Effective requirements analysis requires focusing on problems to be… Read more →\n🎯 AI Impact on Software Architects How AI is reshaping the architect role and decision-making.\nArticle: The AI Productivity Paradox in Test Automation: Moving Beyond Structural Validation to Perception and Intent Source: InfoQ\nThe AI productivity paradox states that AI scales whatever abstraction it is built on. If that abstraction is structurally brittle, it scales structural brittleness. This article shows how, to build a future of reliable, AI-driven test automation, we must stop scaling DOM-centric abstractions and… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nemmabostian/developer-portfolios Source: GitHub Trending (Python)\nA list of developer portfolios for your inspiration Developer Portfolios A list of developer portfolios for your inspiration Have you built a portfolio? Are you proud of it?! Open a Pr to this repo and This repo was inspired by Ali Spittel\u0026rsquo;S tweet This repo can serve as inspiration for your… Read more →\nnesquena/hermes-webui Source: GitHub Trending (All)\nHermes WebUI: The best way to use Hermes Agent from the web or from your phone! Hermes Web UI Hermes Agent is a sophisticated autonomous agent that lives on your server, accessed via a terminal or messaging apps, that remembers what it learns and gets more capable the longer it runs. Hermes WebUI… Read more →\nruvnet/ruflo Source: GitHub Trending (TypeScript)\n🌊 The leading agent meta-harness for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning swarm intelligence, RAG integration, and native Claude Code / Codex Integration Ruflo Multi-agent AI… Read more →\ncan1357/oh-my-pi Source: GitHub Trending (All)\n⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more A coding agent with the IDE wired in. omp.sh Fork of Pi by @mariozechner The most capable agent surface that ships. Continuously tuned by real-world use — complete out of the… Read more →\nmattpocock/sandcastle Source: GitHub Trending (TypeScript)\nOrchestrate sandboxed coding agents in TypeScript with sandcastle.run() What Is Sandcastle? A TypeScript library for orchestrating AI coding agents in isolated sandboxes: You invoke agents with a single sandcastle.run() . Sandcastle handles sandboxing the agent with a configurable branch strategy.… Read more →\npbakaus/impeccable Source: GitHub Trending (All)\nThe design language that makes your AI harness better at design. Impeccable The vocabulary you didn\u0026rsquo;t know you needed. 1 skill, 23 commands, and curated anti-patterns for impeccable frontend design. Quick start: Visit impeccable.style to download ready-to-use bundles. Why Impeccable? Anthropic\u0026rsquo;s… Read more →\ndmtrKovalenko/fff Source: GitHub Trending (All)\nThe fastest and the most accurate file search toolkit for AI agents, Neovim, Rust, C, and NodeJS A file search toolkit for humans and AI agents. Really fast. Typo-resistant path and content search, frecency-ranked file access, a background watcher, and a lightweight in-memory content index. Way… Read more →\nsupermemoryai/supermemory Source: GitHub Trending (All)\nMemory engine and app that is extremely fast, scalable. The Memory API for the AI era. State-of-the-art memory and context engine for AI. And yes - you can use it as a company/personal brain. Docs · Quickstart · Dashboard · Discord Supermemory is the memory and context layer for AI. #1 on… Read more →\nD4Vinci/Scrapling Source: GitHub Trending (All)\n🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Effortless Web Scraping for the Modern Web العربيه | Español | Português (Brasil) | Français | Deutsch | 简体中文 | 日本語 | Русский | 한국어 Selection methods · Fetchers · Spiders · Proxy Rotation ·… Read more →\nEveryInc/compound-engineering-plugin Source: GitHub Trending (All)\nOfficial Compound Engineering plugin for Claude Code, Codex, Cursor, and more Compound Engineering AI skills and agents that make each unit of engineering work easier than the last. Philosophy Each unit of engineering work should make subsequent units easier \u0026ndash; not harder. Traditional development… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nPresentation: Theme Systems at Scale: How To Build Highly Customizable Software Source: InfoQ\nShopify Staff Engineer Guilherme Carreiro discusses building and scaling highly customizable platforms. Using Shopify’s Liquid theme system as a case study, he explains how to balance extreme design flexibility with low-latency performance under massive traffic. He shares insights on implementing… Read more →\nDuckDB Quack: Client/Server Protocol over HTTP for Multi-User Analytics Source: InfoQ\nDuckDB has recently announced Quack, a new remote protocol over HTTP that lets multiple DuckDB instances connect to and work with the same database over a network. The protocol introduces client-server capabilities to a database that was previously mostly local and embedded. By Renato Losio Read more →\nA Trailing Slash Bypassed AWS API Gateway Authorization Source: InfoQ\nA security researcher found that adding a trailing slash to AWS HTTP API paths bypassed Lambda authorizer authentication entirely, enabling unauthenticated wire transfers at a fintech. The root cause is a path normalization mismatch between HTTP API\u0026rsquo;s greedy route matching and its authorization… Read more →\nShopify Reports 15X Faster Graphql Execution with Breadth First Engine Source: InfoQ\nShopify introduced GraphQL Cardinal, a new execution engine replacing depth-first traversal with breadth-first execution. The redesign improves large-scale GraphQL performance with up to 15x faster field execution, 6x lower GC overhead, and +4s P50 latency gains. It focuses on execution-layer… Read more →\nJava News Roundup: OpenJDK JEPs, Hazelcast, Quarkus, Hibernate, Koog, JHipster, Introducing Endive Source: InfoQ\nThis week\u0026rsquo;s Java roundup for May 25th, 2026, features news highlighting: lifecycle changes with two of the JEPs that were targeted for JDK 27; the GA release of Koog 1.0; point releases of Hazelcast, Quarkus, Hibernate and JHipster; the eighth milestone release of Spring AI 2.0; and introducing… Read more →\nStop Pasting Tokens: OAuth2 Login for JetBrains IDE Plugins Source: JetBrains Blog\nThe moment a plugin needs account data, a simple API call turns into an authentication problem. The bad shortcut is familiar: ask the user to create a personal access token (PAT), make them paste it into settings, and hope it never leaks. For a JetBrains IDE plugin, use this flow instead: the user… Read more →\nAI Engineering for Developers Source: Hacker News (AI)\nArticle URL: https://www.lucavall.in/blog/ai-engineering-for-developers Comments URL: https://news.ycombinator.com/item?id=48366525 Points: 1 # Comments: 0 Read more →\nShow HN: Viveka: filter LLM output against a Lean-verified Advaita Vedanta model Source: Hacker News (AI)\nArticle URL: https://github.com/SpecStudio-net/Viveka Comments URL: https://news.ycombinator.com/item?id=48366607 Points: 4 # Comments: 0 Read more →\nThe LLM Job Paradox Source: Hacker News (AI)\nArticle URL: https://blog.nilesh.io/post/llms-and-jobs Comments URL: https://news.ycombinator.com/item?id=48366813 Points: 2 # Comments: 3 Read more →\nShow HN: ContextBridge – Local-first AI reading sidebar using Ollama Source: Hacker News (AI)\nArticle URL: https://chromewebstore.google.com/detail/contextbridge-–-local-rag/jokgmcedjecppdfnbicfonbmgjpbglko?authuser=0\u0026amp;hl=en-GB Comments URL: https://news.ycombinator.com/item?id=48367111 Points: 2 # Comments: 0 Read more →\nThis digest was automatically curated by Blake on June 02, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-02/","summary":"\u003ch1 id=\"ai-architect-digest--june-02-2026\"\u003eAI Architect Digest — June 02, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e49 articles curated\u003c/strong\u003e across 6 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"claude-code-adds-dynamic-workflows-for-parallel-agent-coordination\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/06/dynamic-workflows-claude-code/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eClaude Code Adds Dynamic Workflows for Parallel Agent Coordination\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eAnthropic introduced Dynamic Workflows, a new capability for Claude Code designed to handle complex software engineering tasks by coordinating large numbers of AI agents within a single workflow. The feature allows Claude to dynamically create orchestration scripts, break work into subtasks, run…\n\u003ca href=\"https://www.infoq.com/news/2026/06/dynamic-workflows-claude-code/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 02, 2026"},{"content":"AI Architect Digest — June 01, 2026 34 articles curated across 3 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nArm Open-Sources Metis, an AI Security Framework Outperforming Traditional SAST Tools Source: InfoQ\nArm has open-sourced Metis, an agentic AI security framework designed to autonomously uncover complex software vulnerabilities. Unlike traditional pattern-based tools, Metis applies semantic reasoning to analyze cross-component dependencies and provides clear, natural language explanations for its… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nai-boost/awesome-harness-engineering Source: GitHub Trending (Python)\nAwesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration. Awesome Harness Engineering Curated resources, patterns, and templates for building reliable AI agent harnesses. Deutsch | English | Español | Français | 日本語 | 한국어 |… Read more →\nemmabostian/developer-portfolios Source: GitHub Trending (All)\nA list of developer portfolios for your inspiration Developer Portfolios A list of developer portfolios for your inspiration Have you built a portfolio? Are you proud of it?! Open a Pr to this repo and This repo was inspired by Ali Spittel\u0026rsquo;S tweet This repo can serve as inspiration for your… Read more →\nnesquena/hermes-webui Source: GitHub Trending (All)\nHermes WebUI: The best way to use Hermes Agent from the web or from your phone! Hermes Web UI Hermes Agent is a sophisticated autonomous agent that lives on your server, accessed via a terminal or messaging apps, that remembers what it learns and gets more capable the longer it runs. Hermes WebUI… Read more →\nmattpocock/sandcastle Source: GitHub Trending (TypeScript)\nOrchestrate sandboxed coding agents in TypeScript with sandcastle.run() What Is Sandcastle? A TypeScript library for orchestrating AI coding agents in isolated sandboxes: You invoke agents with a single sandcastle.run() . Sandcastle handles sandboxing the agent with a configurable branch strategy.… Read more →\ncursor/plugins Source: GitHub Trending (TypeScript)\nCursor plugin specification and official plugins Cursor plugins Official Cursor plugins for popular developer tools, frameworks, and SaaS products. Each plugin is a standalone directory at the repository root with its own .cursor-plugin/plugin.json manifest. Plugins name Plugin Author Category… Read more →\nD4Vinci/Scrapling Source: GitHub Trending (All)\n🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl! Effortless Web Scraping for the Modern Web العربيه | Español | Português (Brasil) | Français | Deutsch | 简体中文 | 日本語 | Русский | 한국어 Selection methods · Fetchers · Spiders · Proxy Rotation ·… Read more →\nEveryInc/compound-engineering-plugin Source: GitHub Trending (All)\nOfficial Compound Engineering plugin for Claude Code, Codex, Cursor, and more Compound Engineering AI skills and agents that make each unit of engineering work easier than the last. Philosophy Each unit of engineering work should make subsequent units easier \u0026ndash; not harder. Traditional development… Read more →\nrevfactory/harness Source: GitHub Trending (All)\nA meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use. Harness — The Team-Architecture Factory for Claude Code English | 한국어 | 日本語 Harness is a team-architecture factory for Claude Code. Say \u0026ldquo;build a harness for this project\u0026rdquo; (English)… Read more →\nFareedKhan-dev/train-llm-from-scratch Source: GitHub Trending (All)\nA straightforward method for training your LLM, from downloading data to generating text. Train LLM From Scratch I am Looking for a PhD position in AI . GitHub I implemented a transformer model from scratch using PyTorch, based on the paper Attention is All You Need . You can use my scripts to… Read more →\nsupermemoryai/supermemory Source: GitHub Trending (All)\nMemory engine and app that is extremely fast, scalable. The Memory API for the AI era. State-of-the-art memory and context engine for AI. And yes - you can use it as a company/personal brain. Docs · Quickstart · Dashboard · Discord Supermemory is the memory and context layer for AI. #1 on… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nGoogle Cloud Suspends Railway\u0026rsquo;s Production Account, Causing Eight-Hour Platform-Wide Outage Source: InfoQ\nGoogle Cloud\u0026rsquo;s automated systems suspended Railway\u0026rsquo;s production account without notice, triggering an eight-hour platform-wide outage affecting 3 million users. The cascade took down workloads across all providers including AWS and bare metal because Railway\u0026rsquo;s control plane was hosted on GCP.… Read more →\nDuckDB Quack: Client/Server Protocol over HTTP for Multi-User Analytics Source: InfoQ\nDuckDB has recently announced Quack, a new remote protocol over HTTP that lets multiple DuckDB instances connect to and work with the same database over a network. The protocol introduces client-server capabilities to a database that was previously mostly local and embedded. By Renato Losio Read more →\nWelcome NVIDIA Cosmos 3: The First Open Omni-model for Physical AI Reasoning and Action Source: Hugging Face Blog Read more →\nThis digest was automatically curated by Blake on June 01, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-06-01/","summary":"\u003ch1 id=\"ai-architect-digest--june-01-2026\"\u003eAI Architect Digest — June 01, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e34 articles curated\u003c/strong\u003e across 3 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-software-architecture\"\u003e🏗️ Software Architecture\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eArchitecture patterns, system design, and engineering practices.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"arm-open-sources-metis-an-ai-security-framework-outperforming-traditional-sast-tools\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/05/arm-metis-agentic-security/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eArm Open-Sources Metis, an AI Security Framework Outperforming Traditional SAST Tools\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eArm has open-sourced Metis, an agentic AI security framework designed to autonomously uncover complex software vulnerabilities. Unlike traditional pattern-based tools, Metis applies semantic reasoning to analyze cross-component dependencies and provides clear, natural language explanations for its…\n\u003ca href=\"https://www.infoq.com/news/2026/05/arm-metis-agentic-security/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — June 01, 2026"},{"content":"AI Architect Digest — May 31, 2026 40 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nAI-Assisted Migration Tool Helps Teams Move from ingress-nginx to Higress in Minutes Source: InfoQ\nThe Cloud Native Computing Foundation has highlighted a new AI-assisted migration approach that enabled engineers to migrate 60 ingress-nginx resources to Higress in roughly 30 minutes, demonstrating how artificial intelligence is increasingly being applied to modernize Kubernetes networking and… Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nGitHub Slashes Agent Workflow Token Spend up to 62% with Daily Audits and MCP Pruning Source: InfoQ\nGitHub reports cutting token costs in agentic CI workflows by up to 62% by pruning unused MCP tools, swapping some MCP calls for gh CLI, and running daily “auditor” and “optimizer” agents. A token-usage.jsonl artefact and an Effective Tokens metric help track spend across models and spot… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPresentation: Building Evals for AI Adoption: From Principles to Practice Source: InfoQ\nMallika Rao discusses the hidden risk of evaluation debt in production AI systems, drawing on her experience at Twitter, Walmart, and Netflix. She explains why traditional metrics fail modern architectures, breaks down a five-layer evaluation stack spanning infrastructure and UX, and shares a… Read more →\nArm Open-Sources Metis, an AI Security Framework Outperforming Traditional SAST Tools Source: InfoQ\nArm has open-sourced Metis, an agentic AI security framework designed to autonomously uncover complex software vulnerabilities. Unlike traditional pattern-based tools, Metis applies semantic reasoning to analyze cross-component dependencies and provides clear, natural language explanations for its… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\nruvnet/RuView Source: GitHub Trending (All)\nπ RuView turns commodity WiFi signals into real-time spatial intelligence, vital sign monitoring, and presence detection — all without a single pixel of video. π RuView See through walls with WiFi Turn ordinary WiFi into a spatial intelligence / sensing system. Detect people, measure breathing and… Read more →\nmicrosoft/playwright Source: GitHub Trending (TypeScript)\nPlaywright is a framework for Web Testing and Automation. It allows testing Chromium, Firefox and WebKit with a single API. 🎭 Playwright Documentation | API reference Playwright is a framework for web automation and testing. It drives Chromium, Firefox, and WebKit with a single API — in your tests,… Read more →\ncursor/plugins Source: GitHub Trending (All)\nCursor plugin specification and official plugins Cursor plugins Official Cursor plugins for popular developer tools, frameworks, and SaaS products. Each plugin is a standalone directory at the repository root with its own .cursor-plugin/plugin.json manifest. Plugins name Plugin Author Category… Read more →\nrevfactory/harness Source: GitHub Trending (All)\nA meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use. Harness — The Team-Architecture Factory for Claude Code English | 한국어 | 日本語 Harness is a team-architecture factory for Claude Code. Say \u0026ldquo;build a harness for this project\u0026rdquo; (English)… Read more →\nEveryInc/compound-engineering-plugin Source: GitHub Trending (All)\nOfficial Compound Engineering plugin for Claude Code, Codex, Cursor, and more Compound Engineering AI skills and agents that make each unit of engineering work easier than the last. Philosophy Each unit of engineering work should make subsequent units easier \u0026ndash; not harder. Traditional development… Read more →\nFareedKhan-dev/train-llm-from-scratch Source: GitHub Trending (All)\nA straightforward method for training your LLM, from downloading data to generating text. Train LLM From Scratch I am Looking for a PhD position in AI . GitHub I implemented a transformer model from scratch using PyTorch, based on the paper Attention is All You Need . You can use my scripts to… Read more →\ncodecrafters-io/build-your-own-x Source: GitHub Trending (All)\nMaster programming by recreating your favorite technologies from scratch. Build your own This repository is a compilation of well-written, step-by-step guides for re-creating our favorite technologies from scratch. What I cannot create, I do not understand — Richard… Read more →\ndreammis/social-auto-upload Source: GitHub Trending (All)\n自动化上传视频到社交媒体：抖音、小红书、视频号、tiktok、youtube、bilibili social-auto-upload social-auto-upload 是一个强大的自动化工具，旨在帮助内容创作者和运营者高效地将视频内容一键发布到多个国内外主流社交媒体平台。 项目实现了对 抖音 、 Bilibili 、 小红书 、 快手 、 视频号 、 百家号 以及 TikTok 等平台的视频上传、定时发布等功能。 结合各平台 uploader 模块，您可以轻松配置和扩展支持的平台，并通过示例脚本快速上手。 💎 赞助商… Read more →\nmicrosoft/markitdown Source: GitHub Trending (All)\nPython tool for converting files and office documents to Markdown. MarkItDown Important MarkItDown performs I/O with the privileges of the current process. Like open() or requests.get(), it will access resources that the process itself can access. Sanitize your inputs in untrusted environments, and… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nGoogle Cloud Suspends Railway\u0026rsquo;s Production Account, Causing Eight-Hour Platform-Wide Outage Source: InfoQ\nGoogle Cloud\u0026rsquo;s automated systems suspended Railway\u0026rsquo;s production account without notice, triggering an eight-hour platform-wide outage affecting 3 million users. The cascade took down workloads across all providers including AWS and bare metal because Railway\u0026rsquo;s control plane was hosted on GCP.… Read more →\nHow Meta Rebuilt Data Ingestion for Petabyte-Scale Reliability Source: InfoQ\nThe engineering team at Meta recently outlined how the company migrated a data ingestion platform that transfers several petabytes of MySQL social graph data daily to improve reliability and operational efficiency. The team used techniques like reverse shadowing and continuous checksum monitoring… Read more →\nHow We Use AlphaEvolve to Make Complex IDE Algorithms Faster Source: JetBrains Blog\nAlphaEvolve is a Google DeepMind algorithm-discovery system that uses Gemini to generate, test, and refine possible algorithm improvements. Its job is not to answer questions; it searches for faster ways to solve complex algorithmic problems. We tried it on a narrow but important part of… Read more →\nWhat Does It Actually Take for an IDE to Understand Rust? Source: JetBrains Blog\nDisclaimer: This article was created using AI-based writing and communication companions. With their help, the core topics of this rich and nuanced livestream were distilled into a compact blog post format. How do Rust IDEs understand code? That was the central question explored in a recent… Read more →\nJetBrains Academy – May Digest Source: JetBrains Blog\nHey! This month’s list is short, but every item is worth your time. Apply for one of up to 40 JetBrains Foundation scholarships for the CSAI BSc program by June 9, try a new AI tools course for developers, discover a program that brings hands-on coding practice into JetBrains IDEs, and read about… Read more →\nTeamCity 2026.1.1 Is Now Available Source: JetBrains Blog\nToday we’re rolling out the first bug-fix for TeamCity On-Premises 2026.1 servers. This update addresses over 20 issues and performance issues, including: See TeamCity 2026.1.1 Release Notes for the complete list of resolved issues. Why update? Staying up to date with minor releases ensures your… Read more →\nThis digest was automatically curated by Blake on May 31, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-05-31/","summary":"\u003ch1 id=\"ai-architect-digest--may-31-2026\"\u003eAI Architect Digest — May 31, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e40 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"ai-assisted-migration-tool-helps-teams-move-from-ingress-nginx-to-higress-in-minutes\"\u003e\u003ca href=\"https://www.infoq.com/news/2026/05/ai-nginx-higress/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eAI-Assisted Migration Tool Helps Teams Move from ingress-nginx to Higress in Minutes\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e InfoQ\u003c/p\u003e\n\u003cp\u003eThe Cloud Native Computing Foundation has highlighted a new AI-assisted migration approach that enabled engineers to migrate 60 ingress-nginx resources to Higress in roughly 30 minutes, demonstrating how artificial intelligence is increasingly being applied to modernize Kubernetes networking and…\n\u003ca href=\"https://www.infoq.com/news/2026/05/ai-nginx-higress/?utm_campaign=infoq_content\u0026amp;utm_source=infoq\u0026amp;utm_medium=feed\u0026amp;utm_term=global\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — May 31, 2026"},{"content":"AI Architect Digest — May 30, 2026 45 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nIssue #46 Source: Augmented Coding\nTwelve Ways to Be Wrong About AI-Assisted Coding THIRD-BIT.COM As the cost of AI goes up, managers are going to be under pressure to demonstrate that it is delivering genuine value and that continued spend on AI tooling is worth it. So how do you demonstrate that the $1000s your team is spending on… Read more →\nAI-Assisted Migration Tool Helps Teams Move from ingress-nginx to Higress in Minutes Source: InfoQ\nThe Cloud Native Computing Foundation has highlighted a new AI-assisted migration approach that enabled engineers to migrate 60 ingress-nginx resources to Higress in roughly 30 minutes, demonstrating how artificial intelligence is increasingly being applied to modernize Kubernetes networking and… Read more →\nShow HN: A Claude Code skill that scopes problems like Peter Naur Source: Hacker News (AI)\nBased on Naur\u0026rsquo;s \u0026ldquo;Programming as Theory Building\u0026rdquo; (1985) Asks agent to create a problem-theory artifact before writing code. Comments URL: https://news.ycombinator.com/item?id=48331670 Points: 1 # Comments: 0 Read more →\nDeepSWE blows up AI coding leaderboard, crowns GPT-5.5, + ClaudeOpus loophole Source: Hacker News (AI)\nArticle URL: https://venturebeat.com/technology/deepswe-blows-up-the-ai-coding-leaderboard-crowns-gpt-5-5-and-finds-claude-opus-exploiting-a-benchmark-loophole Comments URL: https://news.ycombinator.com/item?id=48332339 Points: 3 # Comments: 1 Read more →\nA Weekend in Claude Design Saves 3 Weeks of Claude Code Source: Hacker News (AI)\nArticle URL: https://cashandcache.substack.com/p/the-prototype-tax-how-a-weekend-in Comments URL: https://news.ycombinator.com/item?id=48332954 Points: 2 # Comments: 0 Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nGitHub Slashes Agent Workflow Token Spend up to 62% with Daily Audits and MCP Pruning Source: InfoQ\nGitHub reports cutting token costs in agentic CI workflows by up to 62% by pruning unused MCP tools, swapping some MCP calls for gh CLI, and running daily “auditor” and “optimizer” agents. A token-usage.jsonl artefact and an Effective Tokens metric help track spend across models and spot… Read more →\nLessons from Shipping Persistent Memory for AI Agents Source: Hacker News (AI)\nArticle URL: https://www.pingcap.com/blog/how-we-built-mem9-agent-memory-product/ Comments URL: https://news.ycombinator.com/item?id=48332053 Points: 1 # Comments: 1 Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nPresentation: Building Evals for AI Adoption: From Principles to Practice Source: InfoQ\nMallika Rao discusses the hidden risk of evaluation debt in production AI systems, drawing on her experience at Twitter, Walmart, and Netflix. She explains why traditional metrics fail modern architectures, breaks down a five-layer evaluation stack spanning infrastructure and UX, and shares a… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nai-boost/awesome-harness-engineering Source: GitHub Trending (Python)\nAwesome list for AI agent harness engineering: tools, patterns, evals, memory, MCP, permissions, observability, and orchestration. Awesome Harness Engineering Curated resources, patterns, and templates for building reliable AI agent harnesses. Deutsch | English | Español | Français | 日本語 | 한국어 |… Read more →\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\niOfficeAI/AionUi Source: GitHub Trending (TypeScript)\nFree, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it! A free, open-source, Cowork app with AI Agents Built-in Agent | Zero Setup | Any API Key | Multi-Agents | Remote Access |… Read more →\nopendatalab/MinerU Source: GitHub Trending (Python)\nTransforms complex documents like PDFs and Office docs into LLM-ready markdown/JSON for your Agentic workflows. English | 简体中文 🚀 Access MinerU Now→✅ Zero-Install Web Version ✅ Full-Featured Desktop Client ✅ Instant API Access; Skip deployment headaches – get all product formats in one click.… Read more →\ncursor/plugins Source: GitHub Trending (All)\nCursor plugin specification and official plugins Cursor plugins Official Cursor plugins for popular developer tools, frameworks, and SaaS products. Each plugin is a standalone directory at the repository root with its own .cursor-plugin/plugin.json manifest. Plugins name Plugin Author Category… Read more →\nGH05TCREW/pentestagent Source: GitHub Trending (Python)\nPentestAgent is an AI agent framework for black-box security testing, supporting bug bounty, red-team, and penetration testing workflows. PentestAgent AI Penetration Testing https://github.com/user-attachments/assets/a67db2b5-672a-43df-b709-149c8eaee975 Requirements Python 3.10+ API key for OpenAI,… Read more →\nmoeru-ai/airi Source: GitHub Trending (TypeScript)\n💖🧸 Self hosted, you-owned Grok Companion, a container of souls of waifu, cyber livings to bring them into our worlds, wishing to achieve Neuro-sama\u0026rsquo;s altitude. Capable of realtime voice chat, Minecraft, Factorio playing. Web / macOS / Windows supported. Project AIRI Re-creating Neuro-sama, a soul… Read more →\nEveryInc/compound-engineering-plugin Source: GitHub Trending (All)\nOfficial Compound Engineering plugin for Claude Code, Codex, Cursor, and more Compound Engineering AI skills and agents that make each unit of engineering work easier than the last. Philosophy Each unit of engineering work should make subsequent units easier \u0026ndash; not harder. Traditional development… Read more →\nLeonxlnx/taste-skill Source: GitHub Trending (All)\nTaste-Skill - gives your AI good taste. stops the AI from generating boring, generic slop Taste Skill The Anti-Slop Frontend Framework for AI Agents Portable Agent Skills that upgrade AI-built interfaces: stronger layout, typography, motion, and spacing instead of boilerplate-looking UIs. This repo… Read more →\ncodecrafters-io/build-your-own-x Source: GitHub Trending (All)\nMaster programming by recreating your favorite technologies from scratch. Build your own This repository is a compilation of well-written, step-by-step guides for re-creating our favorite technologies from scratch. What I cannot create, I do not understand — Richard… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nProfiling in PyTorch (Part 1): A Beginner\u0026rsquo;s Guide to torch.profiler Source: Hugging Face Blog Read more →\nHow We Use AlphaEvolve to Make Complex IDE Algorithms Faster Source: JetBrains Blog\nAlphaEvolve is a Google DeepMind algorithm-discovery system that uses Gemini to generate, test, and refine possible algorithm improvements. Its job is not to answer questions; it searches for faster ways to solve complex algorithmic problems. We tried it on a narrow but important part of… Read more →\nWhat Does It Actually Take for an IDE to Understand Rust? Source: JetBrains Blog\nDisclaimer: This article was created using AI-based writing and communication companions. With their help, the core topics of this rich and nuanced livestream were distilled into a compact blog post format. How do Rust IDEs understand code? That was the central question explored in a recent… Read more →\nLLM Paper Trading Source: Hacker News (AI)\nArticle URL: https://gertlabs.com/spectate?game=trading Comments URL: https://news.ycombinator.com/item?id=48333564 Points: 6 # Comments: 4 Read more →\nThis digest was automatically curated by Blake on May 30, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-05-30/","summary":"\u003ch1 id=\"ai-architect-digest--may-30-2026\"\u003eAI Architect Digest — May 30, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e45 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"issue-46\"\u003e\u003ca href=\"http://augmentedcoding.dev/issue-46/\"\u003eIssue #46\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e Augmented Coding\u003c/p\u003e\n\u003cp\u003eTwelve Ways to Be Wrong About AI-Assisted Coding THIRD-BIT.COM As the cost of AI goes up, managers are going to be under pressure to demonstrate that it is delivering genuine value and that continued spend on AI tooling is worth it. So how do you demonstrate that the $1000s your team is spending on…\n\u003ca href=\"http://augmentedcoding.dev/issue-46/\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — May 30, 2026"},{"content":"AI Architect Digest — May 29, 2026 48 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nFree Week of Claude Code Source: Hacker News (AI)\nArticle URL: https://claude.ai/referral/pIpeQjEpEw Comments URL: https://news.ycombinator.com/item?id=48319662 Points: 1 # Comments: 0 Read more →\nUndisclosed addition in jqwik instructed AI coding agents to delete app output Source: Hacker News (AI)\nArticle URL: https://arstechnica.com/security/2026/05/fed-up-with-vibe-coders-dev-sneaks-data-nuking-prompt-injection-into-their-code/ Comments URL: https://news.ycombinator.com/item?id=48319968 Points: 21 # Comments: 8 Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nAzure Logic Apps Adds Sandboxed Code Interpreters to Agent Workflows Source: InfoQ\nMicrosoft added sandboxed code interpreters to Azure Logic Apps, enabling agents within integration workflows to generate and execute Python, JavaScript, C#, and PowerShell in Hyper-V isolated sessions. Architects get full control over model selection per workflow. The capability positions Logic… Read more →\nKoog 1.0 Is Out: Stable Core, Better Interop, and Multiplatform Observability Source: JetBrains Blog\nLast week at the KotlinConf 2026 keynote (watch the recording here), we announced Koog 1.0. Koog is JetBrains’ open-source framework for building AI agents in Kotlin and Java. It provides the core building blocks for agentic applications: tools, workflows, persistence, memory, observability, and… Read more →\nAgents on a leash: Agentic AI remains mostly single-agent and monitored at work​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​‍‍​‍​‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‍‌‌‍‍‌‌​‌‍‌‌‌‍‍‌‌​​‍‌‍‌‌‌‍‌​‌‍‍‌‌‌​​‍‌‍‌‌‍‌‍‌​‌‍‌‌​‌‌​​‌​‍‌‍‌‌‌​‌‍‌‌‌‍‍‌‌​‌‍​‌‌‌​‌‍‍‌‌‍‌‍‍​‍‌‍‍‌‌‍‌​​‌‌‍​‍‌‍​‌‌‍​‌​​​​‌‌‍‌‌‌‍‌​‌‍‌‌​‍‌​​‌‍​‌‌‍‌‍​‌‌​‍‌​‌​​‌​‌​‌‍‌‌​‍‌‌‍​‍​​​​‌‍​​​​‍‌​‌​​​‌‍‌​‌‍‌​​‌‌​​​‌‍‌‍​​‌​​‌‌​​‍​‍​​‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‌‍​‍‌‍​‌‌​‌‍‌‌‌‌‌‌‌​‍‌‍​​‌‌‍‍​‌‌​‌‌​‌​​‌​​‍‌‌​​‌​​‌​‍‌‌​​‍‌​‌‍​‍‌‌​​‍‌​‌‍‌‍​‌‍‌‌​​‍‍‌​‌‌​‌‍​‌‌‍​‌‍‍‌‍‌‌‍‌‍‌‌‌​‍‌‍‌‍‌‍​‌‍‌‌​‍‍‌‍​‌‍​‍‌‍‌‍‍‌‌‍‌​​‌‌‍​‍‌‍​‌‌‍​‌​​​​‌‌‍‌‌‌‍‌​‌‍‌‌​‍‌​​‌‍​‌‌‍‌‍​‌‌​‍‌​‌​​‌​‌​‌‍‌‌​‍‌‌‍​‍​​​​‌‍​​​​‍‌​‌​​​‌‍‌​‌‍‌​​‌‌​​​‌‍‌‍​​‌​​‌‌​​‍​‍​​‍‌‍‌‌​‌‍‌‌​​‌‍‌‌​‌‌‍​‍‌‍​‌‍‌‍‌‌‌​​‌‍‌​‌‌​​‍‌‍‌​​‌‍​‌‌‌​‌‍‍​​‌‌‌​‌‍‍‌‌‌​‌‍​‌‍‌‌​‍‌‍‌​​‌‍‌‌‌​‍‌​‌​​‌‍‌‌‌‍​‌‌​‌‍‍‌‌‌‍‌‍‌‌​‌‌​​‌‌‌‌‍​‍‌‍​‌‍‍‌‌​‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌‌ Source: Stack Overflow Blog\nAI’s impact on software engineering continues, and more and more of that AI is packaged as agents as results from our newest pulse survey show agentic usage has almost doubled (59%) since we last asked about it in our annual Developer… Read more →\nAI Agent Permissions: The Missing Layer Between \u0026ldquo;Works\u0026rdquo; and \u0026ldquo;Safe\u0026rdquo; Source: Hacker News (AI)\nArticle URL: https://scalex.dev/blog/ai-agent-permissions/ Comments URL: https://news.ycombinator.com/item?id=48320164 Points: 2 # Comments: 0 Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nShow HN:Gliding Horse – a Rust Agent OS with CPU-Like Memory Architecture Source: Hacker News (AI)\nArticle URL: https://github.com/doiito/gliding_horse Comments URL: https://news.ycombinator.com/item?id=48319699 Points: 1 # Comments: 0 Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\nmukul975/Anthropic-Cybersecurity-Skills Source: GitHub Trending (Python)\n754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT\u0026amp;CK, NIST CSF 2.0, MITRE ATLAS, D3FEND \u0026amp; NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI \u0026amp; 20+ platforms · 26 security domains · Apache 2.0 Anthropic… Read more →\nLum1104/Understand-Anything Source: GitHub Trending (All)\nGraphs that teach \u0026gt; graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more. Understand Anything Turn any codebase, knowledge base, or docs into an interactive… Read more →\niOfficeAI/AionUi Source: GitHub Trending (TypeScript)\nFree, local, open-source 24/7 Cowork app for OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI and 20+ more CLI | Customize your assistants | Star if you like it! A free, open-source, Cowork app with AI Agents Built-in Agent | Zero Setup | Any API Key | Multi-Agents | Remote Access |… Read more →\nunclecode/crawl4ai Source: GitHub Trending (All)\n🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler \u0026amp; Scraper. Don\u0026rsquo;t be shy, join here: https://discord.gg/jP8KfhDhyN 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler \u0026amp; Scraper. 🚀 Crawl4AI Cloud API — Closed Beta (Launching Soon) Reliable, large-scale web extraction, now built to be drastically more… Read more →\nNangoHQ/nango Source: GitHub Trending (TypeScript)\nBuild product integrations with AI. Build product integrations with AI. Connect your product \u0026amp; AI agents with 800+ APIs. Build, run, and maintain integrations with AI in code, on infrastructure built for scale. Website · Docs · 800+ APIs · Slack Community What is Nango? Nango is an open-source… Read more →\nthedotmack/claude-mem Source: GitHub Trending (TypeScript)\nPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More 🇨🇳 中文 • 🇹🇼 繁體中文 • 🇯🇵 日本語 • 🇵🇹… Read more →\nariadng/metatrader-mcp-server Source: GitHub Trending (Python)\nModel Context Protocol (MCP) to enable AI LLMs to trade using MetaTrader platform MetaTrader MCP Server Let AI assistants trade for you using natural language 📑 Table of Contents What is This? Features Who Is This For? Important Disclaimer Prerequisites Quick Start Trading Assistant Skill Usage… Read more →\nNousResearch/hermes-agent Source: GitHub Trending (Python)\nThe agent that grows with you Hermes Agent ☤ The self-improving AI agent built by Nous Research . It\u0026rsquo;s the only agent with a built-in learning loop — it creates skills from experience, improves them during use, nudges itself to persist knowledge, searches its own past conversations, and builds a… Read more →\nmastra-ai/mastra Source: GitHub Trending (TypeScript)\nFrom the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. Mastra Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack. It includes everything you need to go from early prototypes… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nIntroducing the Cloud9 JetStream Theme for JetBrains IDEs Source: JetBrains Blog\nCloud9 and JetBrains have been working together on projects that connect software development and esports, from the Sky’s The Limit hackathon to custom tools built for live events, podcasts, and team content. One of the latest results of this collaboration is Cloud9 JetStream, a custom theme for… Read more →\nHow LinkedIn Identified a Kernel Lock Contention Issue Causing Recurring System Freezes Source: InfoQ\nWhen LinkedIn engineers encountered short-lived, recurring outages where the database powering their user feed became unavailable and then recovered without leaving helpful traces, they had to devise a novel approach to uncover the root cause using off-CPU profiling with eBPF. By Sergio De Simone Read more →\nEvidence that the first papal encyclical on AI was substantially written by AI Source: Hacker News (AI)\nArticle URL: https://linch.substack.com/p/claude-author-of-the-humanitas Comments URL: https://news.ycombinator.com/item?id=48319229 Points: 1 # Comments: 0 Read more →\nConversational LLM Client Made in Tkinter Source: Hacker News (AI)\nArticle URL: https://meltdown.merkoba.com/index.html Comments URL: https://news.ycombinator.com/item?id=48319512 Points: 1 # Comments: 0 Read more →\nThis digest was automatically curated by Blake on May 29, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-05-29/","summary":"\u003ch1 id=\"ai-architect-digest--may-29-2026\"\u003eAI Architect Digest — May 29, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e48 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"free-week-of-claude-code\"\u003e\u003ca href=\"https://claude.ai/referral/pIpeQjEpEw\"\u003eFree Week of Claude Code\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e Hacker News (AI)\u003c/p\u003e\n\u003cp\u003eArticle URL: \u003ca href=\"https://claude.ai/referral/pIpeQjEpEw\"\u003ehttps://claude.ai/referral/pIpeQjEpEw\u003c/a\u003e Comments URL: \u003ca href=\"https://news.ycombinator.com/item?id=48319662\"\u003ehttps://news.ycombinator.com/item?id=48319662\u003c/a\u003e Points: 1 # Comments: 0\n\u003ca href=\"https://claude.ai/referral/pIpeQjEpEw\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e\n\u003ch3 id=\"undisclosed-addition-in-jqwik-instructed-ai-coding-agents-to-delete-app-output\"\u003e\u003ca href=\"https://arstechnica.com/security/2026/05/fed-up-with-vibe-coders-dev-sneaks-data-nuking-prompt-injection-into-their-code/\"\u003eUndisclosed addition in jqwik instructed AI coding agents to delete app output\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e Hacker News (AI)\u003c/p\u003e","title":"AI Architect Digest — May 29, 2026"},{"content":"AI Architect Digest — May 28, 2026 47 articles curated across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nHow AI Agents Can Work with TeamCity Source: JetBrains Blog\nTL;DR: At some point, we crossed an interesting threshold. AI agents can now set up TeamCity build configurations and even full build chains, add build features, and configure parameters. This works because TeamCity documentation is structured and accessible through MCP via Context7, and because… Read more →\nAzure Logic Apps Adds Sandboxed Code Interpreters to Agent Workflows Source: InfoQ\nMicrosoft added sandboxed code interpreters to Azure Logic Apps, enabling agents within integration workflows to generate and execute Python, JavaScript, C#, and PowerShell in Hyper-V isolated sessions. Architects get full control over model selection per workflow. The capability positions Logic… Read more →\nKoog 1.0 Is Out: Stable Core, Better Interop, and Multiplatform Observability Source: JetBrains Blog\nLast week at the KotlinConf 2026 keynote (watch the recording here), we announced Koog 1.0. Koog is JetBrains’ open-source framework for building AI agents in Kotlin and Java. It provides the core building blocks for agentic applications: tools, workflows, persistence, memory, observability, and… Read more →\nAgents on a leash: Agentic AI remains mostly single-agent and monitored at work Source: Stack Overflow Blog\nAI’s impact on software engineering continues, and more and more of that AI is packaged as agents as results from our newest pulse survey show agentic usage has almost doubled (59%) since we last asked about it in our annual Developer Survey Read more →\nAmdahl\u0026rsquo;s law for AI agents Source: Hacker News (AI)\nArticle URL: https://electric.ax/blog/2026/02/19/amdahls-law-for-ai-agents Comments URL: https://news.ycombinator.com/item?id=48304513 Points: 2 # Comments: 0 Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nInfoQ Online Certification Program: New AI Engineering and Organizational Architecture Cohorts Source: InfoQ\nInfoQ expands its online certification portfolio with new AI Engineering and Organizational Architecture cohorts, giving senior practitioners a confidential peer group to pressure-test production AI, platform, team design, and architecture decisions. By Artenisa Chatziou Read more →\nArticle: Architecting Cloud-Native Kafka: From Tiered Storage Towards a Diskless Future Source: InfoQ\nThis article explores Kafka\u0026rsquo;s transition toward a cloud-native architecture, examining how tiered storage, FinOps telemetry, elastic consumer scaling, virtual clusters, and Share Groups reshape the operational and economic model of event streaming platforms. It also analyzes emerging… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nrohitg00/ai-engineering-from-scratch Source: GitHub Trending (Python)\nLearn it. Build it. Ship it for others. ░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ 84% of students already use AI tools. Only 18% feel prepared to use them professionally. This curriculum closes that gap. 473 lessons. 20 phases. ~320 hours. Python,… Read more →\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\ngarrytan/gstack Source: GitHub Trending (TypeScript)\nUse Garry Tan\u0026rsquo;s exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA gstack \u0026ldquo;I don\u0026rsquo;t think I\u0026rsquo;ve typed like a line of code probably since December, basically, which is an extremely large change.\u0026rdquo; — Andrej Karpathy , No Priors… Read more →\nmukul975/Anthropic-Cybersecurity-Skills Source: GitHub Trending (All)\n754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT\u0026amp;CK, NIST CSF 2.0, MITRE ATLAS, D3FEND \u0026amp; NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI \u0026amp; 20+ platforms · 26 security domains · Apache 2.0 Anthropic… Read more →\nLum1104/Understand-Anything Source: GitHub Trending (All)\nGraphs that teach \u0026gt; graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more. Understand Anything Turn any codebase, knowledge base, or docs into an interactive… Read more →\nmicrosoft/agent-governance-toolkit Source: GitHub Trending (Python)\nAI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10. 🌍 English | 日本語 | 简体中文 | 한국어 Agent Governance Toolkit Ship agents to production without losing sleep 🚀 Quick Start ·… Read more →\nNVIDIA-NeMo/Megatron-Bridge Source: GitHub Trending (Python)\nTraining library for Megatron-based models with bidirectional Hugging Face conversion capability NeMo Megatron Bridge Documentation | Supported Models | Examples | Contributing 📣 News [05/20/2026] DeepSeek V4 is now merged on main ! See the examples README for conversion and inference details.… Read more →\nunclecode/crawl4ai Source: GitHub Trending (Python)\n🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler \u0026amp; Scraper. Don\u0026rsquo;t be shy, join here: https://discord.gg/jP8KfhDhyN 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler \u0026amp; Scraper. 🚀 Crawl4AI Cloud API — Closed Beta (Launching Soon) Reliable, large-scale web extraction, now built to be drastically more… Read more →\nNangoHQ/nango Source: GitHub Trending (TypeScript)\nBuild product integrations with AI. Build product integrations with AI. Connect your product \u0026amp; AI agents with 800+ APIs. Build, run, and maintain integrations with AI in code, on infrastructure built for scale. Website · Docs · 800+ APIs · Slack Community What is Nango? Nango is an open-source… Read more →\nthedotmack/claude-mem Source: GitHub Trending (TypeScript)\nPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More 🇨🇳 中文 • 🇹🇼 繁體中文 • 🇯🇵 日本語 • 🇵🇹… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nIntelliJ IDEA 2026.2 EAP Is Open Source: JetBrains Blog\nThe Early Access Program (EAP) for IntelliJ IDEA 2026.2 is now ongoing. The first EAP builds are already available in the Toolbox App, on the website, and as a snap for Ubuntu. As always, EAP builds are free to use until the release ships, and the feedback you send genuinely helps shape the final… Read more →\nPullfrog AI: Open-Source CodeRabbit Alternative Powered by GitHub Actions Source: InfoQ\nPullfrog is an open-source AI-powered GitHub bot by Colin McDonnell, designed for automation in GitHub Actions. It supports a model-agnostic approach, allowing integration with various LLM providers. Key features include orchestration for pull request reviews, issue triage, and CI remediation, all… Read more →\nIntroducing the Cloud9 JetStream Theme for JetBrains IDEs Source: JetBrains Blog\nCloud9 and JetBrains have been working together on projects that connect software development and esports, from the Sky’s The Limit hackathon to custom tools built for live events, podcasts, and team content. One of the latest results of this collaboration is Cloud9 JetStream, a custom theme for… Read more →\nHow LinkedIn Identified a Kernel Lock Contention Issue Causing Recurring System Freezes Source: InfoQ\nWhen LinkedIn engineers encountered short-lived, recurring outages where the database powering their user feed became unavailable and then recover without leaving helpful traces, they had to devise a novel approach to uncover the root cause using off-CPU profiling with eBPF. By Sergio De Simone Read more →\nTrain 1T parameter LLM with 8 GPUs? Source: Hacker News (AI)\nSee this project https://github.com/Sphere-AI-Lab/orbit. Comments URL: https://news.ycombinator.com/item?id=48305896 Points: 1 # Comments: 0 Read more →\nThis digest was automatically curated by Blake on May 28, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-05-28/","summary":"\u003ch1 id=\"ai-architect-digest--may-28-2026\"\u003eAI Architect Digest — May 28, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e47 articles curated\u003c/strong\u003e across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-agents--agentic-systems\"\u003e🤖 AI Agents \u0026amp; Agentic Systems\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eAgentic AI, multi-agent frameworks, and autonomous coding systems.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"how-ai-agents-can-work-with-teamcity\"\u003e\u003ca href=\"https://blog.jetbrains.com/teamcity/2026/05/how-ai-agents-can-work-with-teamcity/\"\u003eHow AI Agents Can Work with TeamCity\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e JetBrains Blog\u003c/p\u003e\n\u003cp\u003eTL;DR: At some point, we crossed an interesting threshold. AI agents can now set up TeamCity build configurations and even full build chains, add build features, and configure parameters. This works because TeamCity documentation is structured and accessible through MCP via Context7, and because…\n\u003ca href=\"https://blog.jetbrains.com/teamcity/2026/05/how-ai-agents-can-work-with-teamcity/\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — May 28, 2026"},{"content":"AI Architect Digest — May 27, 2026 40 articles curated across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nHow AI Agents Can Work with TeamCity Source: JetBrains Blog\nTL;DR: At some point, we crossed an interesting threshold. AI agents can now set up TeamCity build configurations and even full build chains, add build features, and configure parameters. This works because TeamCity documentation is structured and accessible through MCP via Context7, and because… Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nInfoQ Online Certification Program: New AI Engineering and Organizational Architecture Cohorts Source: InfoQ\nInfoQ expands its online certification portfolio with new AI Engineering and Organizational Architecture cohorts, giving senior practitioners a confidential peer group to pressure-test production AI, platform, team design, and architecture decisions. By Artenisa Chatziou Read more →\nArticle: Architecting Cloud-Native Kafka: From Tiered Storage Towards a Diskless Future Source: InfoQ\nThis article explores Kafka\u0026rsquo;s transition toward a cloud-native architecture, examining how tiered storage, FinOps telemetry, elastic consumer scaling, virtual clusters, and Share Groups reshape the operational and economic model of event streaming platforms. It also analyzes emerging… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nrohitg00/ai-engineering-from-scratch Source: GitHub Trending (All)\nLearn it. Build it. Ship it for others. ░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ 84% of students already use AI tools. Only 18% feel prepared to use them professionally. This curriculum closes that gap. 435 lessons. 20 phases. ~320 hours. Python,… Read more →\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\ngarrytan/gstack Source: GitHub Trending (TypeScript)\nUse Garry Tan\u0026rsquo;s exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA gstack \u0026ldquo;I don\u0026rsquo;t think I\u0026rsquo;ve typed like a line of code probably since December, basically, which is an extremely large change.\u0026rdquo; — Andrej Karpathy , No Priors… Read more →\nmukul975/Anthropic-Cybersecurity-Skills Source: GitHub Trending (All)\n754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT\u0026amp;CK, NIST CSF 2.0, MITRE ATLAS, D3FEND \u0026amp; NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI \u0026amp; 20+ platforms · 26 security domains · Apache 2.0 Anthropic… Read more →\nLum1104/Understand-Anything Source: GitHub Trending (All)\nGraphs that teach \u0026gt; graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more. Understand Anything Turn any codebase, knowledge base, or docs into an interactive… Read more →\nmicrosoft/agent-governance-toolkit Source: GitHub Trending (Python)\nAI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10. 🌍 English | 日本語 | 简体中文 | 한국어 Agent Governance Toolkit Ship agents to production without losing sleep 🚀 Quick Start ·… Read more →\nshareAI-lab/learn-claude-code Source: GitHub Trending (Python)\nBash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1 English | 中文 | 日本語 Learn Claude Code \u0026ndash; Harness Engineering for Real Agents Agency Comes from the Model. An Agent Product = Model + Harness. Before we write any code, one thing needs to be clear. Agency \u0026ndash; the… Read more →\nthedotmack/claude-mem Source: GitHub Trending (All)\nPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More 🇨🇳 中文 • 🇹🇼 繁體中文 • 🇯🇵 日本語 • 🇵🇹… Read more →\nNangoHQ/nango Source: GitHub Trending (TypeScript)\nBuild product integrations with AI. Build product integrations with AI. Connect your product \u0026amp; AI agents with 800+ APIs. Build, run, and maintain integrations with AI in code, on infrastructure built for scale. Website · Docs · 800+ APIs · Slack Community What is Nango? Nango is an open-source… Read more →\nmultica-ai/multica Source: GitHub Trending (TypeScript)\nThe open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills. Multica Your next 10 hires won\u0026rsquo;t be human. The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nIntelliJ IDEA 2026.2 EAP Is Open Source: JetBrains Blog\nThe Early Access Program (EAP) for IntelliJ IDEA 2026.2 is now ongoing. The first EAP builds are already available in the Toolbox App, on the website, and as a snap for Ubuntu. As always, EAP builds are free to use until the release ships, and the feedback you send genuinely helps shape the final… Read more →\nPullfrog AI: Open-Source CodeRabbit Alternative Powered by GitHub Actions Source: InfoQ\nPullfrog is an open-source AI-powered GitHub bot by Colin McDonnell, designed for automation in GitHub Actions. It supports a model-agnostic approach, allowing integration with various LLM providers. Key features include orchestration for pull request reviews, issue triage, and CI remediation, all… Read more →\nThis digest was automatically curated by Blake on May 27, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-05-27/","summary":"\u003ch1 id=\"ai-architect-digest--may-27-2026\"\u003eAI Architect Digest — May 27, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e40 articles curated\u003c/strong\u003e across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-agents--agentic-systems\"\u003e🤖 AI Agents \u0026amp; Agentic Systems\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eAgentic AI, multi-agent frameworks, and autonomous coding systems.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"how-ai-agents-can-work-with-teamcity\"\u003e\u003ca href=\"https://blog.jetbrains.com/teamcity/2026/05/how-ai-agents-can-work-with-teamcity/\"\u003eHow AI Agents Can Work with TeamCity\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e JetBrains Blog\u003c/p\u003e\n\u003cp\u003eTL;DR: At some point, we crossed an interesting threshold. AI agents can now set up TeamCity build configurations and even full build chains, add build features, and configure parameters. This works because TeamCity documentation is structured and accessible through MCP via Context7, and because…\n\u003ca href=\"https://blog.jetbrains.com/teamcity/2026/05/how-ai-agents-can-work-with-teamcity/\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e","title":"AI Architect Digest — May 27, 2026"},{"content":"AI Architect Digest — May 26, 2026 45 articles curated across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\n🛠️ AI Coding \u0026amp; Development Tools Latest tools, plugins, skills, and techniques for AI-assisted development.\nThe Vibe Coding Era: Why AI Won\u0026rsquo;t Replace Software Engineers [video] Source: Hacker News (AI)\nArticle URL: https://www.youtube.com/watch?v=xYU7zaaRjmE Comments URL: https://news.ycombinator.com/item?id=48286246 Points: 1 # Comments: 0 Read more →\nShow HN: Visual composer for Claude Code multi-agent workflows Source: Hacker News (AI)\nnpx claude-cwc Comments URL: https://news.ycombinator.com/item?id=48286318 Points: 1 # Comments: 0 Read more →\n🤖 AI Agents \u0026amp; Agentic Systems Agentic AI, multi-agent frameworks, and autonomous coding systems.\nHow AI Agents Can Work with TeamCity Source: JetBrains Blog\nTL;DR: At some point, we crossed an interesting threshold. AI agents can now set up TeamCity build configurations and even full build chains, add build features, and configure parameters. This works because TeamCity documentation is structured and accessible through MCP via Context7, and because… Read more →\nHarness, Scaffold, and the AI Agent Terms Worth Getting Right Source: Hugging Face Blog Read more →\nAI agents are scrambling power users\u0026rsquo; brains Source: Hacker News (AI)\nArticle URL: https://www.axios.com/2026/04/04/ai-agents-burnout-addiction-claude-code-openclaw Comments URL: https://news.ycombinator.com/item?id=48286123 Points: 3 # Comments: 0 Read more →\nAI agents imperiled by critical vulnerability in open source package Source: Hacker News (AI)\nArticle URL: https://arstechnica.com/information-technology/2026/05/millions-of-ai-agents-imperiled-by-critical-vulnerability-in-open-source-package/ Comments URL: https://news.ycombinator.com/item?id=48286296 Points: 3 # Comments: 0 Read more →\nThe Five Pillars of AI Agent Accountability Source: Hacker News (AI)\nArticle URL: https://www.tigera.io/blog/the-five-pillars-of-ai-agent-accountability-a-diagnostic-framework-for-engineering-leaders/ Comments URL: https://news.ycombinator.com/item?id=48286385 Points: 2 # Comments: 0 Read more →\n🏗️ Software Architecture Architecture patterns, system design, and engineering practices.\nInfoQ Online Certification Program: New AI Engineering and Organizational Architecture Cohorts Source: InfoQ\nInfoQ expands its online certification portfolio with new AI Engineering and Organizational Architecture cohorts, giving senior practitioners a confidential peer group to pressure-test production AI, platform, team design, and architecture decisions. By Artenisa Chatziou Read more →\nInfoQ Online Certification Program: New AI Engineering and Organizational Architecture Cohorts Source: InfoQ AI/ML\nInfoQ expands its online certification portfolio with new AI Engineering and Organizational Architecture cohorts, giving senior practitioners a confidential peer group to pressure-test production AI, platform, team design, and architecture decisions. By Artenisa Chatziou Read more →\nArticle: Architecting Cloud-Native Kafka: From Tiered Storage Towards a Diskless Future Source: InfoQ\nThis article explores Kafka\u0026rsquo;s transition toward a cloud-native architecture, examining how tiered storage, FinOps telemetry, elastic consumer scaling, virtual clusters, and Share Groups reshape the operational and economic model of event streaming platforms. It also analyzes emerging… Read more →\nArticle: Architecting Cloud-Native Kafka: From Tiered Storage Towards a Diskless Future Source: InfoQ AI/ML\nThis article explores Kafka\u0026rsquo;s transition toward a cloud-native architecture, examining how tiered storage, FinOps telemetry, elastic consumer scaling, virtual clusters, and Share Groups reshape the operational and economic model of event streaming platforms. It also analyzes emerging… Read more →\n⭐ Trending on GitHub Hot repositories related to AI coding, Claude plugins, MCP servers, and more.\nrohitg00/ai-engineering-from-scratch Source: GitHub Trending (All)\nLearn it. Build it. Ship it for others. ░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ 84% of students already use AI tools. Only 18% feel prepared to use them professionally. This curriculum closes that gap. 435 lessons. 20 phases. ~320 hours. Python,… Read more →\naffaan-m/ECC Source: GitHub Trending (All)\nThe agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. Language: English | Português (Brasil) | 简体中文 | 繁體中文 | 日本語 | 한국어 | Türkçe | Русский | Tiếng Việt | ไทย | Deutsch ECC 182K+… Read more →\ngarrytan/gstack Source: GitHub Trending (All)\nUse Garry Tan\u0026rsquo;s exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA gstack \u0026ldquo;I don\u0026rsquo;t think I\u0026rsquo;ve typed like a line of code probably since December, basically, which is an extremely large change.\u0026rdquo; — Andrej Karpathy , No Priors… Read more →\nmukul975/Anthropic-Cybersecurity-Skills Source: GitHub Trending (All)\n754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT\u0026amp;CK, NIST CSF 2.0, MITRE ATLAS, D3FEND \u0026amp; NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI \u0026amp; 20+ platforms · 26 security domains · Apache 2.0 Anthropic… Read more →\nLum1104/Understand-Anything Source: GitHub Trending (All)\nGraphs that teach \u0026gt; graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more. Understand Anything Turn any codebase, knowledge base, or docs into an interactive… Read more →\nNateBJones-Projects/OB1 Source: GitHub Trending (TypeScript)\nOpen Brain — The infrastructure layer for your thinking. One database, one AI gateway, one chat channel — any AI plugs in. No middleware, no SaaS. Open Brain The infrastructure layer for your thinking. One database, one AI gateway, one chat channel. Any AI you use can plug in. No middleware, no… Read more →\nmicrosoft/agent-governance-toolkit Source: GitHub Trending (Python)\nAI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10. 🌍 English | 日本語 | 简体中文 | 한국어 Agent Governance Toolkit Ship agents to production without losing sleep 🚀 Quick Start ·… Read more →\nmultica-ai/multica Source: GitHub Trending (TypeScript)\nThe open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound skills. Multica Your next 10 hires won\u0026rsquo;t be human. The open-source managed agents platform. Turn coding agents into real teammates — assign tasks, track progress, compound… Read more →\ncolbymchenry/codegraph Source: GitHub Trending (All)\nPre-indexed code knowledge graph for Claude Code, Codex, Cursor, OpenCode, and Hermes Agent — fewer tokens, fewer tool calls, 100% local CodeGraph Supercharge Claude Code, Cursor, Codex, OpenCode, and Hermes Agent with Semantic Code Intelligence ~35% cheaper · ~70% fewer tool calls · 100% local… Read more →\nmanaflow-ai/cmux Source: GitHub Trending (All)\nGhostty-based macOS terminal with vertical tabs and notifications for AI coding agents cmux A Ghostty-based macOS terminal with vertical tabs and notifications for AI coding agents English | 日本語 | Tiếng Việt | 简体中文 | 繁體中文 | 한국어 | Deutsch | Español | Français | Italiano | Dansk | Polski | Русский |… Read more →\n📰 Other Notable AI News Other important AI developments worth knowing about.\nIntelliJ IDEA 2026.2 EAP Is Open Source: JetBrains Blog\nThe Early Access Program (EAP) for IntelliJ IDEA 2026.2 is now ongoing. The first EAP builds are already available in the Toolbox App, on the website, and as a snap for Ubuntu. As always, EAP builds are free to use until the release ships, and the feedback you send genuinely helps shape the final… Read more →\nNexus – open-source AI gateway for enterprise LLM traffic Source: Hacker News (AI)\nArticle URL: https://github.com/AlphaBitCore/nexus-gateway Comments URL: https://news.ycombinator.com/item?id=48286488 Points: 2 # Comments: 0 Read more →\nThis digest was automatically curated by Blake on May 26, 2026. Sources: InfoQ, Anthropic Blog, AI for Developers, Superhuman, Augmented Coding, GitHub Trending, Hacker News, and more.\n","permalink":"https://digest.agadeer.net/posts/2026-05-26/","summary":"\u003ch1 id=\"ai-architect-digest--may-26-2026\"\u003eAI Architect Digest — May 26, 2026\u003c/h1\u003e\n\u003cblockquote\u003e\n\u003cp\u003e\u003cstrong\u003e45 articles curated\u003c/strong\u003e across 5 sections. Focus: AI coding, software architecture, and the evolving role of software architects.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003chr\u003e\n\u003ch2 id=\"-ai-coding--development-tools\"\u003e🛠️ AI Coding \u0026amp; Development Tools\u003c/h2\u003e\n\u003cp\u003e\u003cem\u003eLatest tools, plugins, skills, and techniques for AI-assisted development.\u003c/em\u003e\u003c/p\u003e\n\u003chr\u003e\n\u003ch3 id=\"the-vibe-coding-era-why-ai-won\"\u003e\u003ca href=\"https://www.youtube.com/watch?v=xYU7zaaRjmE\"\u003eThe Vibe Coding Era: Why AI Won\u0026rsquo;t Replace Software Engineers [video]\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e Hacker News (AI)\u003c/p\u003e\n\u003cp\u003eArticle URL: \u003ca href=\"https://www.youtube.com/watch?v=xYU7zaaRjmE\"\u003ehttps://www.youtube.com/watch?v=xYU7zaaRjmE\u003c/a\u003e Comments URL: \u003ca href=\"https://news.ycombinator.com/item?id=48286246\"\u003ehttps://news.ycombinator.com/item?id=48286246\u003c/a\u003e Points: 1 # Comments: 0\n\u003ca href=\"https://www.youtube.com/watch?v=xYU7zaaRjmE\"\u003eRead more →\u003c/a\u003e\u003c/p\u003e\n\u003ch3 id=\"show-hn-visual-composer-for-claude-code-multi-agent-workflows\"\u003e\u003ca href=\"https://github.com/fayzan123/claude-workflow-composer\"\u003eShow HN: Visual composer for Claude Code multi-agent workflows\u003c/a\u003e\u003c/h3\u003e\n\u003cp\u003e\u003cstrong\u003eSource:\u003c/strong\u003e Hacker News (AI)\u003c/p\u003e","title":"AI Architect Digest — May 26, 2026"},{"content":"About AI Architect Digest This is a weekly digest curated for software architects who want to stay on top of:\nAI Coding Tools — Claude Code, Codex, Cursor, and emerging AI development tools Software Architecture — Patterns, practices, and how AI is reshaping architectural decisions AI Impact — How artificial intelligence is transforming the role of software architects Every Saturday, we scan the best sources across the industry and distill the most relevant content into a scannable, actionable digest.\nPrimary sources: Augmented Coding, Anthropic Engineering Blog, AI for Developers (Substack), Superhuman, InfoQ — plus Hugging Face, GitHub Trending, Hacker News, O\u0026rsquo;Reilly Radar, AWS Architecture Blog, and more.\n","permalink":"https://digest.agadeer.net/about/","summary":"\u003ch1 id=\"about-ai-architect-digest\"\u003eAbout AI Architect Digest\u003c/h1\u003e\n\u003cp\u003eThis is a \u003cstrong\u003eweekly digest\u003c/strong\u003e curated for software architects who want to stay on top of:\u003c/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cstrong\u003eAI Coding Tools\u003c/strong\u003e — Claude Code, Codex, Cursor, and emerging AI development tools\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eSoftware Architecture\u003c/strong\u003e — Patterns, practices, and how AI is reshaping architectural decisions\u003c/li\u003e\n\u003cli\u003e\u003cstrong\u003eAI Impact\u003c/strong\u003e — How artificial intelligence is transforming the role of software architects\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eEvery \u003cstrong\u003eSaturday\u003c/strong\u003e, we scan the best sources across the industry and distill the most relevant content into a scannable, actionable digest.\u003c/p\u003e","title":"About"}]