MartinLoop is an open-source control plane for AI coding agents.
It adds hard budget stops, JSONL run records, and verify-gated completion so autonomous coding stays accountable.
We built it because agent loops are powerful, but most teams still do not have enough control over cost, retries, or proof of completion.
If you are using AI coding agents in production, I would love to hear how you are handling governance, cost ceilings, and verification.
source & further reading
dev.to — original article
Stop Cloning Entire Repos for Your Doc Builds
Chapter-marker survival across the EPUB to multi-voice audio pipeline
Magnifica Humanitas: How the Pope walked into the room full of AI engineers and said what few else dared to say.