Vibe coding vs production: one project, two speeds
A project is a set of features, each on its own clock. Vibe some, certify others — and never rebuild to switch.
Vibe coding and production don't have to live in different codebases. In Dual7 the unit that moves between modes is the feature, not the project: vibe the features still changing, certify the ones ready to ship — same code, no rebuild either way.
Every feature carries its own state
Think of a project as a board of features. Authentication is certified and in production. Billing is certified. The new reporting view is still a draft in Vibe Mode. The AI assistant is an experiment nobody's ready to ship. They coexist, each on its own clock — and they don't block each other.
- Vibe the features that are still moving — iterate at full speed, no gates.
- Certify the ones that are ready — they run through the seven agents and go live.
- Only certified features reach production. Drafts stay in Vibe until you say so.
No rebuild to switch
Moving a feature from Vibe to Governed doesn't mean re-implementing it. It's the same code, certified. And you can move it back to iterate, then re-certify. The codebase is continuous from the first prompt to the production deploy — which is exactly why you never have to throw the prototype away.
Vibe what's moving. Certify what's ready. Same project, no rebuild.
Frequently asked questions
What is vibe coding?
Vibe coding is conversational, iterate-at-full-speed AI development: describe what you want, watch it build, adjust, repeat — with no process gates in the loop. It's the fastest way to explore an idea, and in Dual7 it's one of two modes rather than the whole product.
Can a vibe-coded app go to production?
Not as-is — vibe-coded output skips the hardening production requires. In Dual7 you certify a feature when it's ready: the same code runs through schema, security-audit and sign-off gates and ships as production code you own. No parallel rebuild, no second codebase.
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