OpenRouter guide tests JSON schema and Decisions API reliability across models

openrouter.ai13 min read

This practical guide explains how to achieve reliable structured LLM outputs using JSON schemas, tool calls, or decision models across different providers. The author demonstrates that combining strict JSON schemas with response healing, validator checks, and specific parameter enforcement successfully eliminates formatting errors. Additionally, the guide highlights the Decisions API as an efficient alternative for label-based tasks. Open article →