ai-systems Nov 2, 2026
Structured JSON Extraction from LLMs: Why Regex & Pydantic Fallbacks Fail in Production and How Schema-Constrained Decoding Eliminates 99% of Retry Latency
Why prompt-based JSON formatting breaks under concurrency, how naive retry loops triple LLM latency, and how grammar-constrained decoding guarantees 100% schema compliance.
By Elena Rostova Read guide →