When AI Agents Fail: How Self-Improving Systems, Background Job Reliability, and Automated Testing Reveal the Trust Gap in Software

Originally published on tamiz.pro. The Illusion of Autonomous Reliability AI agents are increasingly making decisions in production environments—from scheduling background jobs to refactoring code. But when these systems fail, the root cause often lies not in the AI itself, but in the assumptions we embed in them. This deep-dive examines three...