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Automate tasks with codex exec

Move repeatable workflows into scripts and CI without turning Codex into a black box.

When to use non-interactive mode

codex exec fits repeatable analysis, controlled generation, and CI checks. Inputs should be stable, outputs machine-consumable, and permissions stricter than in a human-driven session.

TerminalCode
codex exec "Review the current diff. Return only actionable findings with severity, file, and line. Do not edit files."

Design observable automation

  • Pin the working directory and repository revision.
  • Declare the output format and success criteria.
  • Keep secret-free logs and propagate failure codes.
  • Add time, cost, and retry limits.

Do not publish directly

In CI, begin by producing a reviewable report or patch. Merges, deployments, and external comments require clear rules and a service identity with minimal permissions.

Exercise

Create a local script that reviews the diff and stores a report. Test it with one good change and one defective change. Confirm that failure is visible and the working tree remains untouched.