# Codex as a function in the incident loop

How Triage Copilot embeds the Codex SDK in a production incident SDLC: three parallel sub-agents, MCP-scoped context, Zod-validated output, and draft PRs that never auto-merge.

- Published: 2026-05-11
- Category: platform-engineering
- Tags: ci-cd, codex, coding-agents, evaluation, mcp, security
- HTML: https://harnez.ai/posts/ci-cd-with-codex/

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