Beyond Static Fallbacks: Agentic Error Handling in AI Pipelines

Logosofia no Dia a Dia · May 12, 2026 · 39m

Most AI pipeline tutorials show the happy path. But what happens when APIs go down, keys expire, or your transcription chain silently breaks at 2 AM? This episode explores the gap between "works in a demo" and "works for six months without thinking about it." We start with LangChain's `with_fallbacks` method and the adapter pattern for provider interchangeability, then move to intelligent routing — using LLMs to classify errors, select fallbacks based on provider strengths, and even build orchestrator agents that rewrite pipeline steps on the fly. If you're building production AI pipelines…