Response Healing: Reduce JSON Defects by 80%+
Blog post from OpenRouter
OpenRouter has introduced a new feature called Response Healing, which aims to significantly reduce JSON syntax errors in structured output responses from large language models (LLMs) before they reach user applications. This feature has already demonstrated substantial improvements, with models like Gemini 2.0 Flash and Qwen3 235B experiencing an 80% and 99.8% decrease in defect rates, respectively. The improvement in JSON reliability translates to fewer defects, bugs, and support tickets, enhancing overall system reliability. Response Healing is an opt-in feature that adds negligible latency and focuses on fixing syntax errors rather than schema adherence, although it does not currently support streaming requests. The plugin is available for free and can also address XML output issues upon request, contributing to a more seamless and error-free application experience.
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