Getting LLMs to Return Valid JSON: A Production Guide
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AI Engineering
14 min read7 min read

Getting LLMs to Return Valid JSON: A Production Guide

Practical techniques for reliable structured output. Covers JSON mode, function calling, constrained generation, and handling edge cases.

Debasish Maji
Debasish Maji
AI Engineering Lead
January 8, 2026