AI Architect Digest — May 28, 2026

47 articles curated across 4 sections. Focus: AI coding, software architecture, and the evolving role of software architects.

🤖 AI Agents & Agentic Systems

Agentic AI, multi-agent frameworks, and autonomous coding systems.

How AI Agents Can Work with TeamCity

Source: JetBrains Blog

TL;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 →

Azure Logic Apps Adds Sandboxed Code Interpreters to Agent Workflows

Source: InfoQ

Microsoft 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 →

Koog 1.0 Is Out: Stable Core, Better Interop, and Multiplatform Observability

Source: JetBrains Blog

Last 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 →

Agents on a leash: Agentic AI remains mostly single-agent and monitored at work

Source: Stack Overflow Blog

AI’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 →

Amdahl’s law for AI agents

Source: Hacker News (AI)

Article 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 →

🏗️ Software Architecture

Architecture patterns, system design, and engineering practices.

InfoQ Online Certification Program: New AI Engineering and Organizational Architecture Cohorts

Source: InfoQ

InfoQ 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 →

Article: Architecting Cloud-Native Kafka: From Tiered Storage Towards a Diskless Future

Source: InfoQ

This article explores Kafka’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 →

Hot repositories related to AI coding, Claude plugins, MCP servers, and more.

rohitg00/ai-engineering-from-scratch

Source: GitHub Trending (Python)

Learn 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 →

affaan-m/ECC

Source: GitHub Trending (All)

garrytan/gstack

Source: GitHub Trending (TypeScript)

Use Garry Tan’s exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA gstack “I don’t think I’ve typed like a line of code probably since December, basically, which is an extremely large change.” — Andrej Karpathy , No Priors… Read more →

mukul975/Anthropic-Cybersecurity-Skills

Source: GitHub Trending (All)

754 structured cybersecurity skills for AI agents · Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 26 security domains · Apache 2.0 Anthropic… Read more →

Lum1104/Understand-Anything

Source: GitHub Trending (All)

Graphs that teach > 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 →

microsoft/agent-governance-toolkit

Source: GitHub Trending (Python)

AI 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 →

NVIDIA-NeMo/Megatron-Bridge

Source: GitHub Trending (Python)

Training 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 →

unclecode/crawl4ai

Source: GitHub Trending (Python)

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don’t be shy, join here: https://discord.gg/jP8KfhDhyN 🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. 🚀 Crawl4AI Cloud API — Closed Beta (Launching Soon) Reliable, large-scale web extraction, now built to be drastically more… Read more →

NangoHQ/nango

Source: GitHub Trending (TypeScript)

Build product integrations with AI. Build product integrations with AI. Connect your product & 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 →

thedotmack/claude-mem

Source: GitHub Trending (TypeScript)

Persistent 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 →

📰 Other Notable AI News

Other important AI developments worth knowing about.

IntelliJ IDEA 2026.2 EAP Is Open

Source: JetBrains Blog

The 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 →

Pullfrog AI: Open-Source CodeRabbit Alternative Powered by GitHub Actions

Source: InfoQ

Pullfrog 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 →

Introducing the Cloud9 JetStream Theme for JetBrains IDEs

Source: JetBrains Blog

Cloud9 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 →

How LinkedIn Identified a Kernel Lock Contention Issue Causing Recurring System Freezes

Source: InfoQ

When 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 →

Train 1T parameter LLM with 8 GPUs?

Source: Hacker News (AI)

See this project https://github.com/Sphere-AI-Lab/orbit. Comments URL: https://news.ycombinator.com/item?id=48305896 Points: 1 # Comments: 0 Read more →

This 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.

AI Architect Digest — May 28, 2026#

🤖 AI Agents & Agentic Systems#

🏗️ Software Architecture#

⭐ Trending on GitHub#

📰 Other Notable AI News#

AI Architect Digest — May 28, 2026

🤖 AI Agents & Agentic Systems

🏗️ Software Architecture

⭐ Trending on GitHub

📰 Other Notable AI News