Security starts before the first Codex task.
A regulated or review-heavy team should not treat Codex as a shortcut around engineering controls. The safer pattern is to define where Codex can work, what context it can see, what it must prove, and who approves the result before code reaches production.
01
Limit context and permissions first
The first checklist item is not prompt quality. It is access. Teams should decide which repos, branches, files, commands, and secrets are out of scope before Codex starts work. That makes every task easier to review and easier to stop.
02
Require evidence with every change
A Codex-generated patch should arrive with enough evidence for a reviewer to decide quickly. That means a clear diff, relevant tests, dependency changes, migration notes, and known limitations. If the task cannot produce evidence, it should not be merged quickly.
03
Know what Codex should not own
The tradeoff is that tighter controls reduce speed, but they also prevent the highest-cost mistakes. Regulated teams should use Codex for bounded implementation help, not independent security judgment or compliance interpretation.
Questions to ask before the first sprint
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External references
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