Why Your AI Agent Passed Every Test but Still Failed in Production — Lessons from the 2026 Agent Reliability Crisis

The 2026 agent reliability crisis exposed fundamental gaps between test suites and production reality. Here's what went wrong and how to build agents that actually survive deployment.