What 40+ coding-agent harnesses do between your prompt and the model, dissected

blaizedsouza · x · 2026-11-11

sermakarevich published part 1 of "Same model, different agent": a systematic overview of 40+ harnesses — the programs wrapped around the model. A harness takes your prompt, adds a system prompt, instruction files and a tool list, sends it to the model, and runs the tools the model requests.

The article compares harnesses across the loop structure, first-request construction, tools, subagents, output handling and permission mechanisms — and what those differences mean for users, explaining why the same model behaves drastically differently across agent products.

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