Building a Simple AI Log Analyzer in Python — What I Learned from the Bugs

LLMs are starting to appear everywhere in security tooling. Almost every modern platform now claims to offer “AI-powered detection,” “AI SOC analysts,” or automated investigation capabilities. But mos