Agent Systems Architecture Patterns — Building Autonomous Systems
··681 words·4 mins
Explore architecture patterns for building agent-based systems, from reasoning loops to tool integration and operational governance.
- Osmond van Hemert — Senior Software Engineer & Applied AI/
- Blog Categories: AI, Security, Development & Infrastructure/
- AI Models, Agents & Industry Analysis/
AI Models, Agents & Industry Analysis
This category is for posts where AI is the main subject: new models and their capabilities, agent systems in practice, and the business and policy decisions shaping deployment. Browse the articles below for analysis of what changed, what the evidence supports, and what developers should evaluate before adoption.
Follow AI Models & Releases for model-specific coverage or AI Industry & Regulation for the policy and market side. The AI tag also includes posts where AI is part of a broader software, security, or infrastructure story.
GitHub Copilot Agent Mode Goes GA — What It Means for Developers
··908 words·5 mins
GitHub Copilot’s agent mode is now generally available, promising autonomous multi-step coding.
AI/LLM Models & Capabilities — In-Context Learning to Reasoning
··668 words·4 mins
Tracking the rapid evolution of AI model capabilities, from in-context learning and extended thinking to reasoning models reshaping development workflows.
GTC 2026 Preview — What NVIDIA's Next Move Means for AI
··1097 words·6 mins
With NVIDIA’s GTC 2026 around the corner, here’s what developers and infrastructure teams should be watching for in the next generation of AI compute.
EU AI Act GPAI Rules — Six Months In, Compliance Clock Ticking
··1084 words·6 mins
The EU AI Act’s general-purpose AI provisions have been in force for six months.
AI Agent Frameworks — The Wild West of Autonomous Systems
··980 words·5 mins
The AI agent framework landscape has exploded, with LangGraph, CrewAI, AutoGen, and dozens more competing for developer mindshare. Here’s what matters.
Google Gemini 2.0 — A New Chapter in Multimodal AI
·921 words·5 mins
Google launches Gemini 2.0 with native multimodal capabilities, and the implications for developers are significant.
GitHub Universe 2025 — Copilot Grows Up and the IDE Fades Further
·906 words·5 mins
GitHub Universe 2025 showed us where coding is headed — and it’s less about typing code than ever before.
AI Coding Assistants Are Growing Up — Beyond Autocomplete
··1027 words·5 mins
AI coding assistants have evolved from glorified autocomplete to genuine development partners, and the implications for how we build software are becoming
SWE-bench Contamination — Test Answers in the Training Data
··1129 words·6 mins
Research reveals that top AI coding model scores on SWE-bench may be inflated due to git history leaks, raising fundamental questions about how we evaluate AI
Mistral's Le Chat Gets MCP Connectors — Connecting Everything
··1114 words·6 mins
Mistral adds custom MCP connectors and persistent memory to Le Chat, signaling that the Model Context Protocol is becoming the standard glue for AI tool
Google's Gemma 3 270M — Why Tiny Models Are the Real AI Story
·1034 words·5 mins
Google releases Gemma 3 at 270M parameters, proving that smaller, more efficient models might matter more than the next big model launch.