Is AI-written code safe to ship?

It's as safe as the gates you make it pass. AI-written code is fine to ship when it goes through exactly the same review, tests, and standards as human-written code — and dangerous when teams let it skip them because "the AI wrote it." The risk isn't that a model writes worse code on average; it's that it writes plausible code fast, so weak review lets subtle, confident mistakes through at volume. Keep the gates; raise the review.

0106the real risk is volume past weak review

The real risk is volume past weak review

A model produces plausible code quickly. If your review was already a rubber stamp, AI just multiplies what gets through. The failure mode is confident, subtly-wrong changes at a rate humans didn't used to hit.

0206same gates as human code, no exceptions

Same gates as human code, no exceptions

AI-generated changes go through the same tests, the same review, the same standards. "The AI wrote it" is not a merge criterion. The diff earns its way in the same way any diff does.

0306review at the right altitude

Review at the right altitude

The new skill is reviewing critically without re-typing — catching the confident-wrong change before it ships, instead of rubber-stamping or babysitting. That judgement is what keeps AI-written code safe.

0406common questions

Straight answers.

Should AI code get extra scrutiny?: Not extra — the same, applied properly. The danger is less scrutiny because a machine wrote it. Hold it to your normal bar and it's safe.
Can we trust tests the AI also wrote?: Treat AI-written tests like AI-written code: review them. A test the agent wrote to pass its own change is worth checking, not trusting blindly.
Does this slow shipping down?: Less than an incident does. Good gates plus altitude-level review keep the speed of AI without shipping its confident mistakes.