Shim.so

Shim provides a crucial safety net for applications interacting with language models by repairing malformed JSON outputs. Key features include: • Repairs truncated objects, markdown wrappers, and syntax errors • Supports real-time data streaming • Operates with sub-millisecond repair times • Maintains zero data persistence for privacy • Offers confidence scoring for each repair This robust repair layer intercepts common issues like trailing commas, unquoted keys, and NaN values, ensuring that your production systems receive valid, parseable JSON. It eliminates crashes caused by unexpected format errors, significantly enhancing application stability and reliability. The service integrates seamlessly via a simple API, offering typed SDKs for popular languages like TypeScript and Python. Designed for developers and engineering teams, Shim prevents costly production failures and reduces the need for constant prompt adjustments. It's ideal for anyone building applications that rely on consistent, structured data from language models, guaranteeing uptime and developer peace of mind. Whether you're processing streaming data or batch outputs, Shim ensures data integrity without compromising on speed or privacy.