Running Coding Agents in CI/CD

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Best Practice 2026-08-10 00:00:00

Running Coding Agents in CI/CD — Cross-Provider Best Practices (as of 10 Aug 2026)

How to run Claude Code, Codex CLI, or Gemini CLI unattended in CI/CD pipelines: headless-mode mechanics, least-privilege credentials, human approval gates, sandbox/approval-bypass dangers (including a CVSS 10.0 Gemini CLI RCE), secrets handling, and cost circuit breakers, as of 10 Aug 2026.