Air

Air is an open-source toolkit designed to optimize and compress tool outputs for AI consumption, enhancing the signal-to-noise ratio before data enters large language model or AI context windows. It offers CLI utilities and Node.js libraries to compress outputs from source code, command-line utilities, test reports, web pages, API responses, and more. Air is ideal for developers and teams building AI integrations or tools that require concise, structured, and context-relevant input for better AI reasoning and performance.