Matt Shumer: harness engineering is usually stupid — use the harness the model was trained for

mattshumer_ · x · 2026-10-31

Matt Shumer argues that harness engineering is usually a mistake. His take: just use the harness the model was trained with, and write high-quality behavior prompts to control how it works — lean into how the models want to work rather than building custom orchestration layers.

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