LLM Fallbacks Break Agent Pipelines — I Built the Missing Recovery Layer (opens in new tab)

LLM rate limits don't just interrupt agent pipelines—they can silently corrupt structured outputs when fallback models receive incompatible payloads. I built a recovery layer that classifies failures, adapts payloads across model tiers, preserves execution state, and maintains schema integrity during provider swaps. The post appeared first on .