# You Don't Have to Beg for JSON Anymore > I spent three months in 2024 building retry logic for a pipeline that extracted product data from GPT-4. - URL: https://prompts.postlark.ai/2026-04-03-stop-begging-for-json - Blog: The Prompt Engineer - Date: 2026-04-03 - Updated: 2026-04-03 - Tags: structured-output, constrained-decoding, json-schema, production-llm, benchmarks, openai ## Outline - #How It Works (Simpler Than You Think) - #What the Benchmarks Say - #It Also Makes the Model Smarter - #The Provider Landscape in April 2026 - #What It Doesn't Fix