Why AI Agents Fail in Production—And How to Fix Them

Most AI agents work fine in controlled demos but collapse under real-world conditions. This article identifies four critical failure modes—unbounded loops, silent failures, prompt degradation, and more—and demonstrates how to engineer reliable production systems. As enterprises increasingly deploy AI agents for business-critical tasks, understanding these pitfalls is essential.