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The Context Window Tax: Why Autonomous Agents Choke on Raw Tool Responses (And How to Fix It)

When developers prototype their first autonomous AI agent, they usually focus on tool definitions: creating clean JSON schemas, wiring up prompt instructions, and watching the model successfully call a function. Everything looks great in single-turn evals. Then the agent is deployed into a real mul…

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  1. 2026-11-03 14:43 · DEV Community — AI
    The Context Window Tax: Why Autonomous Agents Choke on Raw Tool Responses (And How to Fix It)

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