ai newsDo., 29. Okt.
Eilmeldung[AINews] Gemini 4 Carbon tops leaderboards, launches for cyber defenders

keelyard: making AI coding agents prove their work

I'm a solo developer from Uzbekistan. Most of what I ship (Telegram bots and mini apps for small businesses) I build together with AI coding agents. They're fast, but they have one habit that cost me hours: they say "done" when the work isn't done. Tests still red. Sometimes tests quietly removed.

dev.toDonnerstag 05:45 · 29.10.1 Min. Lesezeit
Bild: dev.to

I'm a solo developer from Uzbekistan. Most of what I ship (Telegram bots and mini apps for small businesses) I build together with AI coding agents. They're fast, but they have one habit that cost me hours: they say "done" when the work isn't done. Tests still red. Sometimes tests quietly removed.

keelyard is my fix. It's a Python CLI plus an MCP server that plugs into Claude Code, Codex and OpenCode.

pip install keelyard cd your-project keelyard init --preset lean keelyard doctor Enter fullscreen mode Exit fullscreen mode Honest limits

CI runs on Linux, macOS and Windows with Python 3.11 to 3.13. It's Apache-2.0, with no telemetry.

Repo: https://github.com/akobirjontulqinovfuture/keelyard. Issues labeled "good first issue" are a good place to start, and real logs from your test runners are the most useful thing you can send.

Quelle: dev.to (dev.to). Original öffnen