More PRs, Slower Delivery: The AI Agent Throughput Trapai productivity consulting developer-experience A client's team tripled their PR output with coding agents. Six weeks later, their cycle time had doubled and nobody could explain why.Published OnApril 22, 2026Read more →
We Let AI Review Every Pull Request for Three Months. Here's What It Actually Caught.ai code-review developer-experience consulting code-quality AI code review tools are everywhere now. After rolling one out on a real project, I learned more about our team than about the tool itself.Published OnApril 4, 2026Read more →
AI Tooling Won't Fix Your Broken Engineering Cultureai developer-experience consulting engineering-culture tooling The latest DORA report confirms what I've seen on consulting engagements — AI tools amplify existing conditions. If your processes are solid, AI accelerates you. If they're not, you just create technical debt faster.Published OnMarch 31, 2026Read more →
What I Actually Learned Using AI as a Pair Programming Partnerai developer-experience workflow consulting Practical insights from months of using AI-assisted coding in real client projects — what works, what doesn't, and how it changed my workflow.Published OnMarch 27, 2026Read more →