I retrained my model with more recent data.The assumption was that newer data would improve performance.Instead, the new version performs worse in production.This feels counterintuitive and frustrating.
Decode Trail Latest Questions
Asked: November 29, 2025In: Cybersecurity
We apply fixes quickly to address reported issues.Shortly after, new vulnerabilities appear elsewhere.I’m concerned that remediation is causing more harm than good.
Asked: December 22, 2025In: Cloud & DevOps
Asked: January 5, 2026In: Cybersecurity
The firewall rule exists and looks correct, but traffic still reaches the service.There are no obvious misconfigurations, yet enforcement doesn’t match expectations.I’m trying to understand whether this is a rule priority issue or something else.
Batch predictions look reasonable.Real-time predictions don’t.Same model, same features—supposedly. Yet results differ?