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What it looks like

headroomlabs-ai/headroom social preview

Headroom — the context compression layer for AI agents. A 55,957 token agent prompt compresses to the 24,340 tokens actually sent to the model, and the FATAL line at item 67 survives byte for byte.

Headroom Enterprise for teams: 3 months free with a 12-month plan. Claim the perk.

Headroom compressing a 10,144 token log dump to 1,260 tokens while preserving the FATAL line

headroom learn mining failed sessions and writing corrections

Videos of what it's doing

Headroom Has 47K Stars (Does It Work?)

I planted a 10 second request in a log. headroom cut it. (headroomlabs-ai/headroom)

I Tested Headroom: 96% Log Compression?

Why it's moving

HN
Headroom - compress AI agent input for reduced token usage w/out harming output
andsoitis · 10

Repo

headroomlabs-ai

headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Stars

77k

Velocity

—

Change

—

Heat

100

Language: Python
Forks: 6.0k

Repo

headroomlabs-ai/headroom social preview

Headroom — the context compression layer for AI agents. A 55,957 token agent prompt compresses to the 24,340 tokens actually sent to the model, and the FATAL line at item 67 survives byte for byte.

Headroom Enterprise for teams: 3 months free with a 12-month plan. Claim the perk.

Headroom compressing a 10,144 token log dump to 1,260 tokens while preserving the FATAL line

headroom learn mining failed sessions and writing corrections

headroomlabs-ai

headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Stars

77k

Velocity

—

Change

—

Heat

100

Language: Python
Forks: 6.0k