The Hidden Cost of Production AI: How to Build Fallback Chains That Don't Fail Silently

The worst class of production bugs don't crash anything. They just silently degrade. One common pattern: an LLM provider has a partial outage that returns 200 OK with empty or nonsensical responses. No error, no alert, no 5xx. Just silence dressed as success. That's the hidden cost of production AI.