AI release strategy should define both paths.
RELEASE ENGINEERINGADVANCED LLMOPS
Rollback vs Forward Fix
A forward fix may be preferable when rollback is unsafe because dependencies or data formats have already changed.
A schema migration cannot simply revert because downstream consumers now expect the new version, so the team ships a compatibility fix.
When is rollback safer than forward repair?
REMEMBERKnow the recovery strategy before release.
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