{"type": "article", "title": "Constrained Decoding vs Post-hoc Validation: Production LLM Extraction Needs Both", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/constrained-decoding-vs-post-hoc-validation-production-llm-extraction-needs-both", "original_source": "https://dev.to/hitarthbuilds/constrained-decoding-vs-post-hoc-validation-production-llm-extraction-needs-both-4cf", "published": "2026-07-19T07:42:34+00:00", "accessed": "2026-07-20", "id": "constrained-decoding-vs-post-hoc-validation-production-llm-extraction-needs-both"}