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DEV Community· zifeng peng·· 3 小時前AI 評分26

Brainstorm:問題不在 Vibe coding,而在未留下分歧紀錄便發布

Vibe coding isn’t the bug — shipping without a disagreement trail is

AI 導讀

Brainstorm 正在打造一款讓多個模型回答同一問題、呈現分歧,並供用戶審核紀錄後匯出的工具。它採用 BYOK,不售賣模型額度,優先支援 Linux,收費 $6/mo。作者指出,重要決策在信任答案前仍需要加入強制檢視分歧的一步。

正文

zifeng peng

I almost shipped a feature that one model loved.

I vibe-coded it in a single tab. It felt clean. Confidence was high.

Then I ran the same brief through a second model. It flagged a silent failure path the first one never mentioned.

That was the real lesson for me as a solo builder:

Vibe coding isn’t the problem. Rubber-stamp confidence is.

What I want before anything leaves my machine:

  1. Multiple models answer the same question (BYOK — bring your own keys)
  2. They disagree in one room
  3. I audit the trail
  4. Then I export

I’m building Brainstorm as that shell: debate → audit → export. It does not sell model credits. Linux first. $6/mo.

Site: https://brainstorm.mungwaan.cn

If you already hop between ChatGPT / Claude / Gemini tabs for important decisions, you’re halfway there — the missing piece is a forced disagreement step before you trust the answer.

來源:DEV Community · dev.to