I help founders and small teams repair messy AI-builder prototypes before more time or money is wasted.

This service is for you if you started building with Lovable, Replit, Cursor, Base44, Bolt, or a similar AI app builder, and the prototype now feels difficult to update, debug, explain, or hand over.

The goal is not to criticize the tool or the original build. These platforms are useful for getting shape quickly. The problem usually appears later, when the prototype needs cleaner logic, better state handling, clearer structure, real API connections, or a more stable path toward production.

What I review:

• What currently works • What is fragile • What should be kept • What should be rebuilt • Where the logic or user flow is unclear • Where the app may become expensive to untangle later • What the next practical build steps should be

Deliverables:

• Prototype audit summary • Keep / fix / rebuild breakdown • Main risks and hidden weak points • Suggested repair roadmap • Recommended next build order • Developer-ready notes for the next stage

This is useful if your app looks good in the demo but breaks when connected to real users, data, APIs, accounts, payments, dashboards, file uploads, or repeatable workflows.

I focus on foundations first: user flow, state, data structure, logic boundaries, API behaviour, and handover clarity.

The outcome is a clear diagnosis and practical next steps, so you can decide whether to repair, refactor, rebuild parts, or stop before throwing more budget into a fragile foundation.