HEADROOM

Summary from the TLDR Founders newsletter

Headroom compresses everything an agent reads before it reaches the model so that users receive the same answers at a fraction of the tokens. It is suitable for running AI coding agents and working across multiple agents that have shared memory. Reverse compression is always achievable via CCR. Headroom doesn't work in sandboxed environments where local processes can't run.