Prototype audit
Security, data access, code quality, performance, SEO: an assessment and a costed action plan. From $670 (€589)excl. VAT.
Takeover and coaching
Started with AI? I’ll take it from here.
Lovable, Bolt, Cursor, Bubble: your prototype works, but you are not sure it will hold up with real clients. I audit it, secure it, put it into production, or coach you so you can carry on yourself.
- Audit from $670 (€589)excl. VAT
- Hourly coaching
- Your prototype becomes the spec
Book a 30-minute call coaching $170 (€150)excl. VAT / hour
In short
If you have built an app with an AI tool (Lovable, Bolt, v0, Cursor) or a no-code tool (Bubble, Glide), I can audit it, secure it and put it into production, or coach you by the hour so you can keep developing it yourself. Your prototype is not wasted: it becomes the specification, which makes the next step faster and cheaper.
Three ways to take over
Production launch
Consolidating or rebuilding the fragile parts, tests, backups, hosting: a version ready for real clients. On quotation after the audit.
AI coaching
You keep building with AI; I set up the architecture, review security and get you unstuck. $170 (€150)excl. VAT per hour.
The best of both
You stay in control of what AI does well; I handle what takes experience.
Who is it for?
Founders who prototyped themselves
Your idea is validated, people like the tool, but every new request to the AI breaks something.
Projects about to welcome real clients
Personal data, payments, user accounts: the time to check before launch.
Those who want to stay independent
You want to carry on alone, but with an expert eye to avoid costly mistakes.
What’s included
Included
- Retrieving and reading the code (GitHub export, Supabase…)
- Checking data access and exposed keys
- Prioritized action plan: consolidate, migrate or rebuild
- Setting up backups and the code repository
- Coaching sessions by video call, by the hour
- Advice to keep working with AI without breaking everything
Optional or not included
- AI tools and credits, which remain your responsibility
- No-code platforms that don’t export their code: a rebuild is needed
Technologies: Lovable · Bolt · Cursor · React · Supabase · GitHub
How we work
- 0130 min
Discovery call
You show me your prototype and your goals.
- 02a few days
Audit
Code review, security, data, SEO.
- Report
- Costed action plan
- 03with you
Decision
Consolidate, rebuild part of it, or carry on alone with coaching.
- 04depending on the option
Implementation
Production launch, or coaching sessions at the pace that suits you.
Further reading
Frequently asked questions
I can build my app myself with AI, so why pay?
For a prototype or a personal tool, you are right: go ahead. As soon as the app touches your clients, your data or your revenue, you need to control what AI does badly without supervision: data access, security, payments, backups, maintenance. That is where I come in, at the level that suits you.
Is my prototype wasted if you rebuild?
No. The screens, flows and rules you have validated become the specification. The rebuild is therefore faster and cheaper than a project starting from scratch.
How does the coaching work?
Video call sessions, booked by the hour ($170 (€150)excl. VAT). We work on your project: architecture, security, code review, getting unstuck. You stay in control and move at your own pace.
Do you work with AI yourself?
Yes, every day. That is what lets me develop faster and offer my prices. The difference is that I know how to check, fix and take responsibility for what AI produces.
Which tools can you take over?
Projects generated with Lovable, Bolt, v0 or Cursor (often in React and Supabase), and no-code projects whose code or data can be exported.
Let’s talk about your project.
30 minutes to review what you need. Free, no commitment.