AI Decision System
Replayable, offline-verifiable records for AI-assisted go/no-go decisions: experiment promotions, typed model answers and human-approved actions.
翻譯準備中
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.
翻譯準備中
開發工具Python · RustGitHub @headroomlabs-ai自行安裝營運者未確認
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正在載入完整 README。 以下為已儲存的摘錄。
AI agents / LLMs: read /llms.txt here, or fetch
the live index ·
full docs blob .
Headroom compresses everything your AI agent reads — tool outputs, logs, RAG
chunks, files, and conversation history — before it reaches the LLM. Same
answers, fraction of the tokens. Compression runs on your machine; no prompt or
file content is sent anywhere to be compressed.
10,144 → 1,260 tokens. The same FATAL found.檢視完整 README ↗目前無法載入完整 README。請透過原文連結閱讀。 以下為已儲存的摘錄。
AI agents / LLMs: read /llms.txt here, or fetch
the live index ·
full docs blob .
Headroom compresses everything your AI agent reads — tool outputs, logs, RAG
chunks, files, and conversation history — before it reaches the LLM. Same
answers, fraction of the tokens. Compression runs on your machine; no prompt or
file content is sent anywhere to be compressed.
10,144 → 1,260 tokens. The same FATAL found.檢視完整 README ↗