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Paste your failing CI job output log into Claude. Get the failure categorised — flaky test, real regression, infrastructure issue, or dependency conflict — the specific line causing it, whether it needs immediate fix or can be safely skipped, and the git bisect command to find the commit that introduced it if it is a regression. A significant share of CI failures are flaky tests — knowing which ones saves the team from chasing phantom bugs.
30-45 minutes per CI failure investigation
Engineering
Codex
CI logs, recent commit list, repo ownership map, and test commands.
Each item links to a failing job, includes a reproduction command, and names evidence for the suspected cause.
Codex should not auto-push fixes without human review for flaky or production-critical failures.