Running Coding Agents in CI/CD

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

Running Coding Agents in CI/CD — Beginner's Guide (as of 10 Aug 2026)

A plain-language walkthrough for first-timers on running Claude Code, Codex CLI, or Gemini CLI unattended in a CI/CD pipeline: what CI/CD even is, least-privilege credentials, human approval gates, the dangers of skipping sandbox/approval checks (including a CVSS 10.0 Gemini CLI bug), keeping secrets out of logs, and stopping a runaway agent from running up your bill — as of 10 Aug 2026.