Dev argues most agent 'intelligence' lives in the harness, not the model

_AustinCalvert_ · x · 2026-10-21

In a widely shared take, @0xDevShah argues that much of the observed gains have come from prompting alone, and that the 'lightweight harness with minimal prompting' theory may only hold for ReAct-style coding agents. Building on his Optimus-1 swarm harness for autonomous research, he says experiments for Optimus-1.1 suggest harness engineering is barely scratched — a lot of intelligence actually lives in the harness rather than the model.

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