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Introduction
Vibe-Coded App Rescue

Vibe-Coded App Rescue: Make Your Lovable, Bolt or Cursor App Production-Ready

Your app was built quickly with Lovable, Bolt, Replit, Cursor or v0, and now real users, real data or real payments are arriving. We read the code, fix what is unsafe, stabilise what keeps breaking and put proper deployments in place, then hand it back to you or support it on an ongoing basis. You keep the product you have already built wherever it is sound.

Key Facts

App Rescue at a Glance

How a vibe-coded app rescue with AI Dev Planner works: tools covered, how it starts, stages, security focus, communication, confidentiality and ownership.
Apps we rescueApps built with Lovable, Bolt, Replit, Cursor or v0, typically React or Next.js on Supabase and PostgreSQL, often with Stripe
How it startsA fixed-scope assessment of your codebase, quoted after a short call. Book the call, or start with the free readiness checker.
StagesAssessment, then a stabilisation sprint, then hand-over or an ongoing support retainer
Security focusSupabase row level security (RLS), secrets kept out of the browser, privileged logic moved into server-side functions, verified webhooks
CommunicationA dedicated Slack channel and bi-weekly video walkthroughs
ConfidentialityWe are happy to sign your mutual NDA, or provide ours, before reviewing your code
OwnershipYou own the full IP: the code, the database and the documentation

We do not publish a fixed price for rescue work, because the effort depends on what the assessment finds.

Sound Familiar?

Fix One Thing, Break Three

Each prompt to the AI tool solves the immediate problem and quietly changes code elsewhere, so regressions pile up faster than you can test for them.

Works in Preview, Fails in Production

The app behaves in the builder's preview, then fails on a real domain with real data, environment variables and third-party services.

Keys and Data in the Browser

API keys, service credentials or unrestricted database access end up in client-side code, where anyone can read them.

Nobody Left Who Understands It

The code was generated rather than designed, so there is no documentation, no tests and no one who can explain why it works.

Actual Deliverables

What We Usually Find, and What We Fix

Missing or Permissive Row Level Security

AI-generated Supabase projects often ship with RLS disabled or with policies that let any signed-in user read other users' rows. We write and test policies per table and role, the same approach we use for multi-tenant SaaS with Postgres RLS.

Secrets Moved Out of the Client

Service keys and third-party API credentials are moved into server-side environment variables, and exposed keys are rotated.

Privileged Logic in Server-Side Functions

Payments, emails, admin actions and AI calls are moved from the browser into server-side functions or API routes with proper authorisation checks.

Verified, Retried Webhooks

Stripe and other webhooks are signature-verified and handled idempotently, so payments and subscriptions stay in sync with your database.

Repository, Staging and Deployments

Code in a Git repository you own, a staging environment that mirrors production, and repeatable deployments instead of publishing straight from the builder.

Tests, Monitoring and Documentation

Tests on the critical paths, error monitoring, and written notes on how the app fits together. Our guide to custom web application security covers the wider checklist.

Side by Side

Rescue, Refactor or Rebuild?

When to stabilise an AI-built app, when to refactor parts of it, and when a rebuild is the cheaper option.
Rescue (stabilise)RefactorRebuild
When it fitsThe product works for users, but it is insecure, fragile or hard to deployThe core is sound, but some areas are tangled enough that every change breaks somethingThe data model or architecture cannot support what the product now needs
What changesSecurity fixes, RLS policies, secrets, deployments, monitoringSelected modules are restructured and covered by testsA new codebase, using the existing app as a working specification
What you keepAlmost everything users seeThe screens, data and most of the codeYour data, your learnings and the proven workflows
Disruption for usersLow: fixes ship behind stagingModerate: changes roll out area by areaHigher: a planned migration and switchover
How we decideThe assessment report recommends one route, with the reasonsThe assessment report recommends one route, with the reasonsThe assessment report recommends one route, with the reasons

Who App Rescue Is For, and Who It Is Not For

This is for you if

  • You have users, or are about to

    The app is live or close to launch, and you need it to hold up under real users, real data or real payments.

  • Every fix breaks something else

    Prompting the AI tool for one change now causes regressions elsewhere, and you no longer trust a deploy.

  • You are unsure what is exposed

    You do not know whether your database policies, API keys or payment webhooks are safe, and you want someone to check.

  • The person who built it has moved on

    A freelancer, co-founder or contractor built the app and is no longer available to support it.

Not the right fit if

  • Marketing websites

    If you need a brochure site or landing page fixed, a web designer or site builder is a better fit.

  • One-off small bug fixes

    We work in structured engagements starting with an assessment, not single quick fixes.

  • A fixed quote before we see the code

    We cannot price a rescue responsibly without reading the codebase first. That is what the assessment is for.

  • An idea with no users yet

    If the product has not been tested with users yet, validate the idea first, or plan a properly scoped first version through our MVP development service.

Stack We Work In

Next.jsReactTypeScriptSupabase AuthPostgreSQL Row Level SecurityStripe WebhooksTailwind CSS

How a Rescue Runs

01

Fixed-Scope Codebase Assessment

Assess

We review the code, database policies, secrets, integrations and deployment set-up, then give you a written report: what is unsafe, what is fragile, what is fine, and whether to rescue, refactor or rebuild. The assessment is quoted after a short call.

02

Stabilisation Sprint

Stabilise

We fix the security issues first (RLS policies, exposed secrets, client-side privileged logic), then put a repository, staging environment and monitoring in place, with progress shown in bi-weekly video walkthroughs.

03

Hand-Over or Ongoing Retainer

Hand Over or Support

You get documentation and a clean hand-over to your own team, or you move into a maintenance retainer where we keep the app secure and ship new features as separately scoped phases.

Proven Experience

Vibe-Coded App Rescue case studies

Authenticated architecture deployments matching this service capability. Note: specific data flows are explicitly abstracted ensuring client confidentiality.

NDA Constraints Protected

Direct architectural blueprints for this specific service layer are strictly governed by enterprise NDAs and cannot be openly previewed. We encourage inspecting our Full Capability List instead.

Rescue Work Under NDA

Enterprise Verification

Engineering integrity is our only metric. Per strict institutional Non-Disclosure Agreements governing this capability space, we do not publicly disclose internal client profiles, metric hallucinations, or unmapped claims.

Risk Vectors

Common Rescue Risks

Fixing Directly in Production

Changing a live app without a staging environment turns every fix into a gamble with real users' data.

Security Fixes That Break Features

Turning on RLS or moving logic server-side can stop screens working that silently relied on open access.

Technical Defense

How We Handle Those Risks

Staging Before Anything Else

We set up a staging copy early, so security fixes are tested against realistic data before they reach users.

Small, Reviewed Changes

Policies and server-side functions are introduced feature by feature, with each change tested and shown to you before release.

Common Questions

Can you fix a Lovable, Bolt or Replit app that keeps breaking?+
Usually, yes. Apps built with Lovable, Bolt, Replit, Cursor or v0 tend to break for the same reasons: no tests, no staging environment and changes made by prompting rather than design. We start with an assessment of the codebase, then stabilise it by fixing security issues, adding a repository, staging and monitoring, and covering the critical paths with tests, so changes stop causing regressions.
Do I need to start again from scratch?+
Not usually. Many AI-built apps have a usable interface and a reasonable core, and need security and stability work rather than a rewrite. A rebuild makes sense when the data model or architecture cannot support what the product now needs. The assessment report recommends rescue, refactor or rebuild for your app and explains why, so you decide with the evidence in front of you.
Is AI-generated code a security risk?+
It can be. Common risks in AI-built apps include Supabase tables with row level security disabled or set too permissively, API keys and service credentials in client-side code, privileged actions running in the browser, and unverified payment webhooks. None of these are certain in any given app, but they are worth checking before you hold real users' data or take payments. You can check the most common risks with our free readiness checker.
Can you work with my existing React and Supabase stack?+
Yes. Our own stack is Next.js and React with Supabase Auth, PostgreSQL row level security and Stripe, which is close to what tools such as Lovable and Bolt commonly generate. We work inside your existing codebase and database rather than moving you to a different platform, unless the assessment shows a rebuild is the better option.
What does an assessment cost and how long does it take?+
The assessment is fixed-scope and quoted after a short call, once we know the size of the app, its integrations and what you need from it. We do not publish a fixed price because codebases vary widely. You get a written report with the issues found, their priority and a recommended route, and the stabilisation work is quoted from that report.
Will you sign an NDA before seeing my code?+
Yes. We are happy to sign your standard mutual NDA, or provide our own, before reviewing your code or detailed product information.
Who owns the code after the rescue?+
You do. You own the full IP in the code, database and documentation, kept in a repository and accounts in your name. There are no licence fees or lock-in, so you can hand the app to your own developers at any point.
What happens after the app is stable?+
You choose. We can hand the app over with documentation so your own team can take it forward, or you can move into a maintenance retainer where we monitor the app, apply security and dependency updates, and build new features as separately scoped phases. If the product needs a larger rebuild later, the free UK MVP cost calculator gives an indicative range for budgeting.

Is Your AI-Built App Ready for Real Users?

Not sure where you stand? Take the free production readiness check first. Tell us what the app does, which tool built it and what is going wrong. We will suggest whether an assessment makes sense and quote it after a short call. Contact us or estimate a rebuild budget with the UK MVP cost calculator.