I’ve been thinking a lot about a failure mode in AI-assisted development that does not fit neatly...

AI can make mistakes, models hallucinate, models make stuff up - those are well-known complaints. Yet...

AI coding agents work better when your repo has explicit readiness: declared setup, tasks, checks, workflows, and safe agent boundaries.

I lean on AI coding agents hard. Claude Code, Cursor, Codex — I drive them fast to ship fast. That's...

I’ve been thinking a lot about a failure mode in AI-assisted development that does not fit neatly...

Agents disappoint in production when we ask them to drive on roads built for dashboards. Build these four guarantees into the substrate to make them reliable.