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Towards Data Science
Tuesday, June 16, 2026
Emmimal P Alexander

LLM Fallbacks Break Agent Pipelines — I Built the Missing Recovery Layer

LLM Fallbacks Break Agent Pipelines — I Built the Missing Recovery Layer
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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 du...

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This article was originally published by Towards Data Science. Read the full original article for complete details, images, and author commentary.

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