Me vs. the machine | integrity constraint Pitted myself against 6 AI coding agents on the same task. Claude Max: $206. Me: $1,400. The open source dark horse? Even better.

The result of a little research project I conducted over the last weeks. How efficient is augmented development really?
integrity-constraint.net/me-vs-machine/

Are agencies cooked? | integrity constraint Hourly billing has been broken for decades. AI might finally force agencies to fix it.

Are AI and vibe coding the end of digital agencies? integrity-constraint.net/are-agencies...

Write tests. Instead of clicking. Mostly integration. | integrity constraint Thought I was a unit test evangelist. Turns out I write integration tests. A journey through test type definitions, TDD, and reactive devaluation.

My tests run faster than you can click "Next" → "Next" → "Submit" → wait → "500: Internal Server Error"
integrity-constraint.net/write-tests/

Everybody needs a good tin-hat opinion! Mine is about rendering React components. Crazy, I know. integrity-constraint.net/is-ssr-worth...

Thanks! Yeah, at some point I didn‘t want to add more agents/commands/skills to claude code because it felt like locking in myself and my team.

The holidays finally gave me time to sort my thoughts and experiences around agentic development. How work has changed and why traditional software quality standards are more important than ever:
integrity-constraint.net/sculpting-co...