AI builds fast.We make sure itbuilds right.
Structured methodology. Production-grade delivery.
From first prompt to final handoff.
Methodology you can see.
Every build runs through the same nine-step system — documented, reviewable, production-grade.
The 9-step vibe
architecture methodology.
Nine steps. Steps 1–6 take a raw idea through discovery, blueprint, and build prep — each one producing a concrete doc that feeds the next. Steps 7–9 are optional enhancements you can trigger any time after Step 6. AI moves fast through all of them.
Speed from AI. We stay in the loop.
- Feeds inA raw idea — a sentence or two.What AI doesInterrogates the idea — audience, problem, scope, feel — and rewrites it as a sharp, buildable brief.
- Feeds inoptimized_brief.mdWhat AI doesSpins up three distinct visual directions you can click through. You choose the one that feels right.
- Feeds inprototype_choice.mdWhat AI doesTurns the chosen direction into a product vision and a technical architecture — features, data model, stack, sequence.
- Feeds inmasterplan.mdWhat AI doesDefines color, type, and components, then maps every screen and how users move between them.
- Feeds inEvery doc so far.What AI doesPins the project's rules and context so the builder stays consistent across every session.
- Feeds inEvery doc so far.What AI doesCompiles everything into one task map that routes the build — the single source of truth.
- Feeds intasks.mdWhat AI doesGenerates realistic mock data so the interface feels alive instead of empty.
- Feeds intasks.mdWhat AI doesAdds roles, sharing, and comment workflows so a team can work in parallel.
- Feeds intasks.mdWhat AI doesSets up infrastructure, security, and a deploy path to get the product live.
Selected works.
High-performance environments and internal tools — each shipped through the methodology.

Nimrod Bahar.
AI trainer, product builder, and the person behind every tracker. I help businesses move from idea to working software — with structure, not shortcuts.
Instructor at John Bryce & Matrix.
Wix Legend Partner. Building in public.
Have a project
in mind?
We take on a limited number of projects each quarter. If you're looking for structured AI development with full delivery — let's talk.
nimrodbh@gmail.com