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Headroom

Context optimization layer that compresses LLM inputs to reduce token usage

#85
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#70
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#64
30 days
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What is Headroom?

Headroom is a context optimization library for AI applications that compresses tool outputs, database results, file reads, and RAG retrievals before they reach language models. It processes everything locally, preserving data privacy while reducing token consumption by 60–95% for structured data and 20% for coding tasks, with identical model outputs.

The tool offers multiple integration modes: a TypeScript/Python library for inline use, a proxy server requiring no code changes, agent wrappers for Claude, Copilot, and other tools, and an MCP server for compatible clients. It includes reversible compression with local caching, shared memory across multiple AI agents, and failure learning that mines unsuccessful sessions to improve future performance.

Momentum

Daily activity over the last 30 days: upvotes, unique visits, new GitHub stars and Hacker News points.

2026-09-29: 0 upvotes, 0 visits, 6 stars, 0 HN points2026-09-30: 0 upvotes, 0 visits, 79 stars, 0 HN points2026-10-01: 0 upvotes, 0 visits, 59 stars, 0 HN points2026-10-02: 0 upvotes, 0 visits, 60 stars, 0 HN points2026-10-03: 0 upvotes, 0 visits, 60 stars, 0 HN points2026-10-04: 0 upvotes, 0 visits, 64 stars, 0 HN points2026-10-05: 0 upvotes, 0 visits, 42 stars, 0 HN points2026-10-06: 0 upvotes, 0 visits, 68 stars, 0 HN points2026-10-07: 0 upvotes, 0 visits, 69 stars, 0 HN points2026-10-08: 0 upvotes, 0 visits, 157 stars, 0 HN points2026-10-09: 0 upvotes, 0 visits, 89 stars, 0 HN points2026-10-10: 0 upvotes, 0 visits, 89 stars, 0 HN points2026-10-11: 0 upvotes, 0 visits, 146 stars, 0 HN points2026-10-12: 0 upvotes, 0 visits, 65 stars, 0 HN points2026-10-13: 0 upvotes, 0 visits, 107 stars, 0 HN points2026-10-14: 0 upvotes, 0 visits, 125 stars, 0 HN points2026-10-15: 0 upvotes, 0 visits, 77 stars, 0 HN points2026-10-16: 0 upvotes, 0 visits, 78 stars, 0 HN points2026-10-17: 0 upvotes, 0 visits, 63 stars, 0 HN points2026-10-18: 0 upvotes, 0 visits, 306 stars, 0 HN points2026-10-19: 0 upvotes, 0 visits, 314 stars, 0 HN points2026-10-20: 0 upvotes, 0 visits, 524 stars, 0 HN points2026-10-21: 0 upvotes, 0 visits, 497 stars, 0 HN points2026-10-22: 0 upvotes, 0 visits, 322 stars, 0 HN points2026-10-23: 0 upvotes, 0 visits, 100 stars, 0 HN points2026-10-24: 0 upvotes, 0 visits, 77 stars, 0 HN points2026-10-25: 0 upvotes, 0 visits, 83 stars, 0 HN points2026-10-26: 0 upvotes, 0 visits, 116 stars, 0 HN points2026-10-27: 0 upvotes, 0 visits, 112 stars, 0 HN points2026-10-28: 0 upvotes, 0 visits, 49 stars, 0 HN points
30 days agotoday

How do we know it's vibe coded?

vibetrend discovered Headroom automatically. Evidence: GitHub headroomlabs-ai/headroom; repo has .claude, .github/copilot-instructions.md. View source.

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