Tinker AI
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2 items tagged #ci.

GUIDE 2026-05-11

Aider's --lint-cmd and --test-cmd: closing the AI-feedback loop

Aider's --lint-cmd and --test-cmd flags run your linter and tests after every edit, feed failures back to the model, and attempt a fix — a real loop with real cost implications.

Owner · 6 min #aider #lint
GUIDE 2026-05-11

Codex in GitHub Actions: running an autonomous agent on pull requests without losing control

How to install Codex in a GitHub Actions runner, auth safely, scope the agent to one branch, cap per-run costs, and recover when the agent misbehaves.