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CI for coding agents

Running CI from Claude Code, Cursor and other agents, and what a runner should hand back to an agent when a job fails.

Agents and CI

The CI Doctor skillCI Doctor GitHub Actions diagnosis packaged as an MIT-licensed agent skill: what it greps, how it classifies CI for Cursor and Copilot agentsCursor Agent CI runs as a step in your workflow; Copilot brings an environment of its own. CI failure reports agents can readA CI failure report for coding agents is a verdict, one failing step of log and the annotations GitHub Give your coding agent a CI runnerA coding agent CI pipeline needs its own trigger, its own runner and its own budget. Run CI from Claude CodeRun CI from Claude Code three ways: trigger GitHub Actions with gh, run the steps locally with act, or run Test AI generated pull requestsTo test AI generated pull requests in CI, sort them by how they arrived: each shape gets a different token, Run tests on a fresh runnerlatchkey run tests your working tree on a fresh Ubuntu runner from your terminal, and hands back the log and What the runner fixes, what the agent fixesSelf-healing CI vs AI code fixes is a question about failure class, not capability: which failures a runner

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GitHub Actions runners comparedEvery managed runner vendor, priced and benchmarked side by side. GitHub Actions costWhat Actions really costs, and how to cut it. Runner failures Latchkey repairsOut of memory, disk full, rate limits, lost runners: reproduced and fixed. GitHub Actions workflow errorsWorkflow, YAML, permissions and artifact errors, diagnosed and fixed. Docker in CI: Registry, Build & RuntimeRegistry, runtime and build errors on CI runners. Faster GitHub ActionsCaching, parallelism and cold starts, measured.