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zifeng peng
zifeng peng

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Check the work. Then decide.

A generated answer is a starting point — not a ship decision.

When multiple coding agents (or models) fan out on the same goal, the failure mode is rarely "not enough intelligence." It is usually missing structure:

  1. One shared brief everyone can disagree inside
  2. Independent verification apart from the draft that wrote the code
  3. An explicit human gate before anything lands on main

Without those, more agents just multiply parallel chats and grow the review backlog.

Independent verification is a step in the workflow, not a guarantee of perfect code. Keep the checks visible. Keep the final review visible. Then decide.

That is the workflow we are building with Brainstorm: multi-AI discussion around one project, shared-goal coding, independent checks, and source you can export and inspect. Platform license and model usage stay separate — bring your own eligible accounts (BYOK). We do not sell model credits.

Linux 1.0.1 has release evidence. Windows 11 remains a preview.

→ https://brainstorm.mungwaan.cn

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