Field notes.

Putting AI to work without the hype: problems we keep seeing, why they happen, and how we fix them with what you already run.

What a dozen agents taught us about git.

We built cinder for Cloudflare’s git platform challenge: a dozen agents on one repo. What we learned about leases, graded models, review and tokens.