CI/CD

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AI Coding Agents Need Staging Environments Too

Teams gave coding agents production credentials and called it velocity. An agent is a contributor with no judgment, and it needs the same environment ladder.

Jun 12, 2026 6 min

Claude Code in CI: Letting an Agent Fix the Build

Running a coding agent in your pipeline is easy. The engineering is in the guardrails: what it can touch, when it stops, and who reviews what it proposes.

Jun 08, 2026 6 min