ai-engineering

The AI Says It's Done. Make It Prove It.

Coding agents get lazy on long jobs: they do the fun part and round up to done. A deterministic state machine takes that call away from the model.

Your AI Setup Is a Depreciating Asset

The durable skill isn't building a better workflow. It's being willing to throw yours away.