traffic spikes
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theme failure
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.
Every retraining run produces different artifacts.Code changes, data changes, and hyperparameters change too.Tracking what’s deployed is becoming confusing. Rollbacks are risky?
Salesforce business logic often changes as policies, SLAs, and products evolve.Maintaining these changes through Apex or Flow can become slow and deployment-heavy.Teams need a way to adapt decision logic without constant code updates.
Custom Metadata is often used to externalize configuration from code.However, it struggles when logic involves multiple conditions and outcomes.This limitation becomes visible as rule complexity increases.
Test classes that were once simple now require extensive setup and complex assertions. Small changes in automation break multiple tests. Maintaining coverage feels increasingly expensive. I want to understand why this happens and how teams manage it.