Air

AIR is a toolkit designed for developers to optimize and compress tool outputs for AI consumption, reducing noise before data enters large language model (LLM) context windows. It provides deterministic, rule-based compression for command outputs, file reads, test logs, and more, enabling more efficient and ergonomic inputs for AI systems and developer tools. AIR supports CLI, library, and plugin use, making it suitable for anyone integrating AI-driven workflows.