Every retraining run produces different artifacts.Code changes, data changes, and hyperparameters change too.Tracking what’s deployed is becoming confusing. Rollbacks are risky?
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Response technically happens, but not within required timeframes.There’s no single obvious blocker.I’m trying to understand what usually causes these delays.
Everything works in staging, but production authentication fails.Tokens are issued, yet validation breaks unexpectedly.I’m unsure what environment differences to check first.
The gateway enforces authentication, but backend services still feel exposed.There are assumptions that the gateway is handling everything.I’m unsure whether additional security checks are needed internally.?
The scan reports issues in libraries that aren’t referenced in our code.These appear to be transitive dependencies pulled in automatically.I’m unsure whether these should still be treated as real risks.
The same role works fine for one service but fails for another.There are no obvious policy errors, yet access behaves unpredictably.I’m confused about why IAM doesn’t seem consistent across services.
Users can log in without issues, and authentication appears solid.Despite that, some users can access data they clearly shouldn’t.I’m trying to figure out where authorization is breaking down and how to fix it properly.
