Token-warden replaces unverified, accumulating agent memory with a self-auditing system that keeps only rules proven to reduce token costs, directly cutting the ongoing expense of running Claude Code agents.
The post identifies that Claude Code's locally stored transcripts already contain the data needed to diagnose and reduce API token costs, making waste measurable without additional instrumentation.