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Should an agent keep tool-call state in the model or the app?

I keep running into this in a small app. If the model owns the working state, the prompts stay simpler, but retries and partial failures get weird fast. If the app owns state, the control flow is cleaner, yet the agent starts feeling more like a scripted workflow than an agent. The failure mode I k…

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  1. 2026-10-01 23:04 · r/AI_Agents
    Should an agent keep tool-call state in the model or the app?

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