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Stop Using Regex: Building Zero-Crash LLM JSON Pipelines in Production

Replace brittle string parsing with schema-enforced validation and self-healing repair layers. The Bottleneck in Production Most LLM pipelines don't break because the model generated bad logic.

  • Abandon brittle string parsing techniques in LLM JSON pipelines
  • Implement three-layer validation pattern for 99.9% reliability
  • Use Pydantic models and OpenAI's structured outputs for safety

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