How to Set Up Claude Projects Now That the Architecture Actually Changed
The October 2026 update rewired how Projects works at a structural level, and the instincts you built with the old version will get you into trouble.
agentic-ai
AI Agents Part 2: What the Demo Doesn't Show You About the Agents You're Bringing Online
The gap between an agent that impresses in a demo and one that survives production is an infrastructure problem, and it has to be solved before the sprint starts.
The Tools Are Not Competing. Understanding That Is the Skill.
What this week's AI developments actually mean for a professional services firm building internal tooling, and why the overwhelm is a signal worth reading.
MCP Servers Part 2: Things You Should Adjust on Your MCP Server
The MCP server you stood up six months ago made sense then; here is how to find out whether it still does.
The Strange Case of OpenAI, Hugging Face, ExploitGym, and The 1,200 Agents That Went Rogue When Nobody Was Watching
What happened inside OpenAI's ExploitGym benchmark is the clearest observable warning the field may ever get before the stakes become genuinely higher.