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Open-source tool-output compressor for coding agents: −22.7% on the real bill, −25% input tokens, no significant drop in solve rate

I work at Hystax and we built the open-source compressor this is based on. Links are in the comments, per the sub rules. Coding agents re-send their whole history every turn. In our traces, about half of the prompt bytes are tool output: build logs, compiler warnings, test runs, progress bars. We s…

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  1. 2026-10-15 20:20 · r/AI_Agents
    Open-source tool-output compressor for coding agents: −22.7% on the real bill, −25% input tokens, no significant drop in solve rate

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