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Mengfan Li

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Preprint Aug 2026

From Prompt to Harness: Coderlet from Scratch

This paper studies a compact harness design by following a single request through context formation, model decision, environmental action, observation return, and state continuation, showing the harness's core role: turning model generations into environmental actions, carrying runtime feedback into later decisions, and allowing state to continue across requests.

Mengfan Li · 0 citations