Your Developer Tools Were Designed for Humans, Not Agents
Every developer tool in your stack was built with the same unstated assumption: a human is operating it. A human […]
AI Engineering
When Legacy Isn’t Years—It’s Weeks
I love working with AI agents. Not because they’re clever or magical, but because they expose something boring about how
Change Management
When AI Agents Join the Loop: Why Inspect & Adapt Breaks Down
Agile methods have solved a real problem. They created structures for dealing with uncertainty and embedded practices deep into organizational
Why AI Systems Fail Without Real Check Loops
Most teams shipping AI today follow a rhythm: build, ship, tweak, redeploy. It feels like iteration. It isn’t. They call
AI Tools Got Better. Your Workflow Didn’t.
AI tooling got dramatically better from late 2025 into early 2026. Agentic IDEs, CLI agents, desktop assistants — the power
Same Prompt, Four Agents, Four Results
I gave four AI agents the same instruction. I got four different results. Not because the instruction was bad —