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What kind of input/output token ratios are you getting with long-running AI agents?

I've been experimenting with tooling designed specifically for long-running autonomous agents, with a focus on reducing context overhead, unnecessary repetition, and the amount of work agents spend just navigating their environment. I've been looking at the token statistics lately, and I'm curious…

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  1. 2026-10-23 03:28 · r/AI_Agents
    What kind of input/output token ratios are you getting with long-running AI agents?

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