why AI agents fail in production

Roughly 90% of AI agent pilots never reach production — not because the models aren’t capable, but because almost no one is solving the actual engineering problems that make agents break. This solution-oriented field guide covers every major failure mode — context drift, hallucination cascades, tool execution failures, memory architecture breakdowns, prompt injection, and organizational collapse — with the concrete technical fixes that work in production today.