Different minds only help when they share one brief

Description and use

Multi‑AI coding often fails due to fragmented tools. Keeping a single brief next to the code and following a four‑step process—brief, discuss, build, review—reduces context loss and improves publishing accuracy.

Problem

Multi‑AI coding often fails because discussion, build, and change requests happen in separate tools, causing context loss and guesswork during review.

Outcome

Adopting a single‑brief workflow reduces context loss, improves review accuracy, and ensures explicit human approval before publishing.

Workflow

• Keep the brief next to the work
• Discuss trade‑offs against that brief
• Build from one shared goal
• Review independently before publishing

Evidence

I kept running into the same failure mode with multi‑AI coding: discussion in one chat, build in another tool, and the next change request starts from a cold paste.

Source

Keep the brief next to the work

Source

Independent verification is separate from the draft. Publishing needs explicit human approval.

Source