Fix an AI-Generated Web App

Diagnose and repair the authentication, data, payments, APIs, and deployment paths that turn an AI prototype into a dependable application.

What this repair follows.

login loops

data that saves inconsistently

webhooks that do not complete

preview-to-production failures

What this service repairs

Diagnose and repair the authentication, data, payments, APIs, and deployment paths that turn an AI prototype into a dependable application. I begin with the behavior that matters, then trace the responsible path instead of rewriting unrelated code.

01

Common signs you need help

Typical warning signs include login loops, data that saves inconsistently, webhooks that do not complete, preview-to-production failures. The same visible symptom may come from code, configuration, data rules, or hosting, so the repair starts with reproduction and evidence.

02

How the work is handled

You can choose done-for-you repair, a live working session, or an audit and action plan. After the issue is reproduced, I isolate the cause, make the smallest dependable change, test the affected path, and document what changed.

03

Repair boundaries

If the surrounding applications cannot support a safe repair, I explain the boundary before expanding scope. Refactoring or rebuilding a bounded subsystem is considered before recommending a full rebuild.

Root-cause explanationBounded repairRegression checksDeployment notesRemaining recommendations

Clear answers

Questions about this repair

No padded sales language. If your situation is different, describe it in the repair request.

Can you repair this without rebuilding the whole project?

Usually, yes. The first goal is to preserve working behavior and replace only the unreliable layer.

What access is needed?

Start with the URL, exact symptom, builder or stack, and safe logs. Repository, builder, hosting, or provider access is arranged later when the diagnosis requires it.

How is the work priced?

All repair, audit, and live-help work is US $150 per hour with a written estimate and approval before material overages.

Can you work live with my developer?

Yes. Live help is useful when your team wants the repair and the reasoning behind it.

Will you test the result?

Yes. A repair is not complete when the error disappears; the intended user path and likely regression points must also be checked.

You do not need to explain it perfectly.

Send the URL and one plain-language symptom.

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