Claude Code Token Optimizer (Headroom)

A Mac menu bar app that reduces Claude Code token usage by ~50%, letting developers get 2x more coding sessions from their existing plan. Targets developers who use Claude Code frequently and want to reduce AI coding costs.

Claude Code's usage-based pricing has already generated real frustration in developer communities, with heavy users burning through API credits faster than anticipated and Anthropic's rate limits creating friction mid-session — the pain is documented and current. No clear incumbent exists specifically for Claude Code token optimization, though general prompt compression tools and context management libraries are scattered across GitHub. At $9–19/month for a menu bar utility targeting developers who are already paying $20–100+/month for AI coding tools, the willingness-to-pay math works if the 50% reduction claim holds under real-world usage patterns. The biggest risk is Anthropic changing their pricing model, adding native context compression, or releasing a more efficient model that makes the optimization irrelevant — this entire category could be nullified by a single product update from a single vendor.