Headroom reduces LLM API costs by 50-90% through intelligent context
compression for AI agents. Tool outputs are 70-95% redundant boilerplate
that LLMs pay for but don't need - Headroom compresses that away while
preserving accuracy.
Features:
- SmartCrusher: Statistical compression of JSON tool outputs
- CacheAligner: Provider-side cache optimization
- Memory: Persistent memory across conversations
- MCP support: Tool output compression for Claude
- Framework integrations: LangChain, Agno, any OpenAI client
