Unit tests don’t catch ML failures.Integration tests are slow.Edge cases slip through.I need better confidence.
Decode Trail Latest Questions
We fix the reported findings, but similar issues keep returning.Each test feels like starting over again.I’m trying to understand why progress feels stalled.
Asked: July 30, 2025In: Deep Learning
I trained an LSTM for next-word prediction on text data.The training loss decreases normally.But when I generate text, it repeats the same token again and again.It feels like the model is ignoring the sentence.
Asked: June 12, 2025In: Cybersecurity
A WordPress site and its firewall show that brute-force protection is enabled.Attackers are making thousands of login attempts from different IPs.No IPs are getting banned, and the logs show everything as “allowed.”The site is running behind a ...