Vibecoding Experts
Build fast with AI coding tools, with senior engineers steering. We use them every day and know where they save weeks and where they quietly cost months. For founders who want the speed without shipping something nobody can maintain.
Who this is for
- A founder who has built a prototype with AI tools and needs it to become a product.
- A team adopting AI-assisted development that wants it done with guardrails.
- A tight deadline where speed matters and quality still has to hold.
- A company deciding what AI tools are safe to use with its codebase.
What is included. Tick what you need.
Artefacts, not adjectives. Each is something you can point to at the end. Tick the ones your project needs and send the list with your enquiry; we reply with a written scope.
Technologies we use for this
The relevant slice of our technology matrix. Nothing here that we cannot staff today.
- React
- Next.js
- TypeScript
- Vue
- Nuxt
- Tailwind CSS
- Redux Toolkit
- TanStack Query
- Vite
- Three.js and React Three Fiber
How we deliver it
The five steps every engagement goes through, in the form they take for this service.
Scope
A call with an engineer, then a written scope: what is in, what is out, and what it costs.
Architecture
Data model, API contract, and infrastructure plan, approved before code is written.
Build
Features built with AI tools at pace, every one reviewed by a senior engineer before it merges, with weekly demos.
Harden
Tests on the paths that matter, error tracking, a performance pass, and a security review.
Launch and hand over
Production deployment, monitoring, documentation, and every repository transferred to you.
From the blog
- AI coding agents in production: the review gates that make them safeCoding agents now write a lot of software. What we put between an agent's output and production: five review gates, why each exists, and what we measure.
- What breaks in AI-generated codebases, in the order it breaksWe have audited many codebases built mostly by AI tools. The same seven problems appear in the same order, from week one to month six. How to catch them early.
Questions we get asked
Is AI-generated code safe to ship?
It is when a senior engineer owns the architecture, reviews every change, and the tests and security checks run on all of it. Without those, it is a fast way to build something fragile.
How much faster is it really?
For well-defined features in a well-structured codebase, several times faster. For ambiguous problems, not much. We measure it on your project rather than quoting a number.
Can you teach our team?
Yes. Pairing sessions, a written playbook for your codebase, and a review process that keeps quality steady as speed goes up.
Which tools do you use?
Claude Code and Cursor most days, with others where they fit. The tools change quickly; the review discipline does not.
Does our code get used to train models?
We configure tools and accounts so it does not, and we document the settings so you can verify them.
Tell us what you are building.
We reply within one business day with how we would build it, what it would cost, and which engagement model fits.
- 01Tell us what you are building
A short form or an email. No deck required, and "not sure yet" is a fine answer.
- 02A call with an engineer
Within one business day. Technical questions get technical answers, from the person who would build it.
- 03A written scope and quote
Fixed price where the scope is defined. The document is yours whether or not you go ahead.