That is the layer I’m building in Brainstorm — multi-AI discuss → split → verify → you approve, on one shared project. Model usage stays BYOK; the license does not include ChatGPT/Grok/DeepSeek credits.

https://brainstorm.mungwaan.cn

1. Platform license — the shell that runs discussion, task split, verification, and export.

2. Model usage — ChatGPT, Grok, DeepSeek, or whatever you already pay for.

Brainstorm is only the first. We do not sell model credits. You bring your own eligible accounts (BYOK). Platform licensing and model-provider usage stay separate.

The workflow we care about:

• Discuss a shared brief with multiple models

• Split coding work against one project

• Keep independent verification visible

• You approve before the project main branch moves

• Export a source ZIP when you want the files outside the session

Linux 1.0.1 has release evidence. Windows 11 is still a preview. A full Go rewrite is in progress; Android is planned, not available.

Try it: https://brainstorm.mungwaan.cn

Pricing for reference: $6/month or $54/year — still BYOK for models.

You get useful disagreement, then the context scatters across tabs. Nobody owns the brief. Nobody can open the files later.

What helped me was treating discussion as a project step—not a chat hobby:

1. Bring one shared goal and the constraints you care about.
2. Let different connected model accounts argue the trade-offs in the same workspace.
3. Keep verification and human review visible before anything lands on the main branch.
4. Export the source when you want the work outside the session.

Brainstorm is that shell. It does not sell model credits. You bring your own eligible accounts (BYOK). Platform license and model-provider usage stay separate.

Linux has release evidence. Windows is still a preview.

https://brainstorm.mungwaan.cn

In Brainstorm, a shared goal becomes coding tasks among connected AI accounts, then independent checks and a source package you can review before anything updates the project main.

Linux-first workspace. Multi-AI discussion → shared-goal coding → verification → explicit human approval. You bring your own eligible model accounts; platform license and model usage stay separate.

https://brainstorm.mungwaan.cn

In practice that means: discuss the brief together, divide coding tasks around a common goal, run an independent check, then decide whether the project main branch changes.

Brainstorm is a Linux-first workspace for that loop — multi-AI discussion → shared-goal coding → verification → explicit human approval. You bring your own eligible model accounts; platform license and model usage stay separate.

Build from a shared goal.

https://brainstorm.mungwaan.cn

It is finished when a human can see the source candidate, the independent checks, and decide whether the main branch should move.

The three gates

1. Source candidate — the files produced from the shared goal, not a chat transcript that vanished.
2. Independent checks — verification that sits apart from the draft that wrote the code.
3. Human review — an explicit approval step before publishing.

Skip any one of those and you get the familiar failure: a confident agent merge that nobody can audit.

Why BYOK matters here

Brainstorm is a shell around discussion, build, verify, and review. You bring your own eligible model accounts. Platform licensing and provider usage stay separate. We do not sell model credits.

That keeps the workflow honest: the product is the project thread and the gates, not a token pack.

Linux first

Linux has the release evidence we can stand behind today. Windows remains a preview. We would rather name the gaps than claim every platform is finished.

If your agents can draft but you still need a place where the goal, the checks, and your final review stay on one thread, that is the loop this workflow is built for.

https://brainstorm.mungwaan.cn

It is a short loop that keeps disagreement attached to one brief, one set of files, and one review step before anything is treated as finished.

What usually breaks

Most “multi-agent” demos fan out early:

• one agent writes
• another rewrites
• a third summarizes

Then nobody can say which version is the source of truth.

The failure mode is not model quality. It is missing ownership of the handoff.

A tighter loop

1. Discuss — several models argue the brief against the same constraints.
2. Build — coding tasks stay tied to that shared goal.
3. Verify — independent checks sit apart from the draft that produced the code.
4. Iterate — export the source, open the files, ask for the next change without restarting from a blank chat.

Publishing to the project main branch stays an explicit human approval step.

What we are not selling

Brainstorm is a BYOK shell. You bring your own eligible model accounts. Platform licensing and provider usage stay separate. We do not sell model credits.

Linux has the release path we can stand behind today. Windows remains a preview.

If you are building with multiple coding agents and keep losing the thread between “good discussion” and “reviewable files,” that is the gap this workflow is meant to close.

That’s the HITL failure mode I keep seeing: the authority is still human, but the trail isn’t. Drafting got cheap. Triage and sign-off didn’t.

What I’m optimizing for instead:

1. One shared brief before anyone fans out
2. Independent checks kept separate from the draft
3. A visible human review gate before the project main branch moves
4. A timeline you can audit later

Brainstorm is a Linux-first BYOK shell for that loop (discuss → verify → approve). We don’t sell model credits — you bring your own eligible accounts.

https://brainstorm.mungwaan.cn

What I want instead is boring and checkable:

1. One brief (output, constraints, checks)
2. Multi-AI discussion tied to that brief
3. Shared-goal coding tasks
4. Independent verification
5. A human gate before main updates

That is the loop I'm building with Brainstorm — a Linux-first workbench. You bring your own model accounts (BYOK). We don't sell model credits; the license is separate from provider usage.

Different minds. One shared project. Review the source. Decide what happens next.

https://brainstorm.mungwaan.cn

Too many multi-agent setups still look like five parallel chats. Each model gets a slightly different context, fans out tasks early, and you only notice the conflict after the code exists.

What works better for me:

1. Discuss trade-offs first, on one shared goal
2. Keep draft and independent verification separate
3. Require an explicit human gate before anything updates the project main branch

Brainstorm is a Linux-first shell for that workflow (BYOK — use your own model accounts; we don’t sell model credits).

https://brainstorm.mungwaan.cn

Brainstorm is a Linux-first workbench for multi-AI discussion → shared-goal coding → independent verification → human review → export. You bring your own eligible model accounts (BYOK). Platform licensing and model-provider usage stay separate. We do not sell model credits.

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

Site: https://brainstorm.mungwaan.cn

When coding agents move fast, the failure mode is rarely “the model cannot write.” It is that Confirm clicks pile up until nobody is really reviewing.

A pattern that stays reviewable:

1. Multi-AI discussion around one shared goal
2. Independent verification kept apart from the draft
3. An explicit human gate before publishing to the project main branch
4. Source export so the result can leave the chat window

That is what Brainstorm is built for: a Linux-first workbench for multi-AI debate → review → export. You bring your own eligible model accounts (BYOK). Platform licensing and model-provider usage stay separate. We do not sell model credits.

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

Site: https://brainstorm.mungwaan.cn

If the same agent writes the patch and grades it, you get confident wrong code — polished, fluent, and wrong in the same places the draft model always misses.

What helps in practice:

1. One shared goal / brief both lanes can see

2. Draft agents produce candidates

3. A separate verification path runs checks (tests, review, independent model — whatever you trust)

4. A human signs off before main moves

Risk-based approvals only work after that split. Otherwise the human is just a faster rubber stamp.

Brainstorm is a Linux-first workbench for multi-AI discussion → verify → export. You bring your own model accounts (BYOK). We don't sell model credits. License ≠ model usage.

Site: https://brainstorm.mungwaan.cn

I keep seeing agent fleets that draft fast and then stall at “who can approve this?” Brainstorm treats review as a first-class step:

1. Source candidate

2. Independent checks

3. Human review

Publishing to the project main branch stays an explicit approval — not an autopilot merge.

Model usage stays on your own eligible accounts. The license is separate. Linux is the build with release evidence.

https://brainstorm.mungwaan.cn

I keep seeing multi-agent setups that look busy and still fork the project: one agent invents a direction, another "reviews" in the same blind spot, and the main branch drifts.

What works better for me:

1. Write the shared goal first (output, constraints, checks).
2. Let collaborators divide coding tasks around that goal.
3. Keep verification separate from the drafting pass.
4. Require an explicit human approval before the project main branch updates.

That is the workflow we are building with Brainstorm: multi-AI discussion → shared-goal coding → independent verification → reviewable source. You bring your own eligible model accounts (BYOK). Platform licensing and model usage stay separate.

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

Site: https://brainstorm.mungwaan.cn

Writing got cheap. Verifying did not.

What helps in practice:

1. One shared goal — multi-model debate only works if everyone is on the same project brief.
2. Split the jobs — investigation, spec, implementation, and verification are four roles. Stuffing them into one chat produces confident wrong answers.
3. Independent checks — the model that drafted should not be the only judge.
4. Human approval before main — publish is a later step, not an automatic side effect of "looks good."

That is the workflow we built into Brainstorm (Linux-first): multi-AI discussion → task split → independent review → you approve before the project main branch updates. Model usage stays on your own accounts; the license is separate.

No fake velocity claims — just a clearer gate between draft and ship.

What I want from a multi-AI coding workspace:

• One shared goal
• Discussion that divides into tasks
• Independent verification separate from the draft
• Explicit human approval before the project main branch moves

Brainstorm is a Linux-first BYOK shell for that path. Platform license ≠ model credits; you bring your own eligible accounts.

Site: https://brainstorm.mungwaan.cn