Vibe-coded prototype? I turn it into working software.

Built something with Lovable, Replit, Cursor, Claude, ChatGPT, or another AI tool, but now the bugs, deployment, security, or missing features are slowing you down? I help founders fix the messy parts and launch with confidence.

Fix bugs, broken flows, and confusing errors.
Add missing features, integrations, and real product logic.
Deploy, secure, and prepare your app for real users.
Founder & Senior Developer · 8+ years experienceBuilt for founders using AI tools
PB

Paul Bertrand

Founder & Senior Developer with over 8 years of experience

200+ completed projects

From AI-built draft to launch-ready app.

Bring the code, the tool, or the error. I help turn the confusing technical parts into a clear path forward.

Find the blocker
Fix the code or map the plan
Launch or keep improving
Clients

Previous clients

The problem

AI got you to the prototype. Now the real work starts.

You had the idea, moved fast with AI, and got something that almost works. The hard part is making it stable, secure, and ready for real people.

Bugs keep coming back

Buttons fail, forms break, and AI fixes one thing while creating another problem somewhere else.

Deployment is stuck

The app looks fine in preview, but hosting, environment variables, builds, or domains are blocking launch.

Core flows are unreliable

Login, payments, emails, databases, and APIs need real developer attention before users depend on them.

The code is hard to change

The prototype moved fast, but now the structure makes new features slow, risky, or confusing.

Security is unclear

You need to know whether auth, user data, payments, permissions, and secrets are handled safely.

It is not your idea that is broken. AI-generated code often needs a developer to make it reliable, safe, and ready to grow.

Services

Choose the help your AI-built app needs.

Whether you need hands-on development, a focused consulting call, or ongoing support, the goal is the same: turn your AI-generated app into something stable, useful, and ready for real users.

Consulting Call

For founders who need a technical review, roadmap, or straight answers before spending more time or money.

Development

For founders who need bug fixing, missing features, integrations, deployment, or a production-ready rebuild.

Support & Maintenance

For launched or almost-launched apps that need ongoing fixes, updates, monitoring, and small improvements.

Tools I can help with

Whatever you used to build it, I can help you finish it.

If your app started in Lovable, Replit, Cursor, Claude, ChatGPT, Bolt, v0, or another AI tool, that is enough. Send what you have and I will help figure out what is broken, what is missing, and what needs to happen next.

LovableReplitCursorClaudeChatGPTBoltv0GitHub CopilotReactNext.jsLaravelPythonPHPJavaScript

Fix what AI could not finish

I track down the bugs, broken flows, confusing errors, and missing pieces blocking your launch.

Make it safer to show users

I check the important parts: auth, data, payments, deployments, secrets, and production setup.

Get it ready to ship

I help turn the prototype into a real app with clearer code, better UX, and a launch path.

Developer backup

AI can build the draft. I help make it dependable.

AI tools are great for getting an idea on screen. The hard part is turning that first version into something stable, secure, and ready for real users.

Founder & Senior Developer with over 8 years of experience
200+ completed projects
Deep experience with AI and vibe-coding workflows
React, Next.js, Laravel, PHP, Python, Go, and JavaScript
Plain-English guidance for non-technical founders
Real outcomes

From frustrating prototype to product you can show.

Less technical chaos, more launch confidence, and a clearer path from idea to real users.

Before

Random bugs and unclear errors
Code that is hard to change
Deployment that keeps failing
Security and data questions
Users or investors waiting

After

Stable app flows
Clear next steps
Production deployment
Safer auth, data, and payments
A product you can show with confidence
How it works

Simple steps, real outcomes.

You do not need to explain the problem in developer language. Send what you have, and I will help turn the mess into a plan.

Tell me what is broken

Share your app, repo, tool, or problem. No technical explanation required.

Get a clear plan

I review the issue, explain the options, and recommend the right path: development, consulting, or support.

Fix, launch, or maintain

I clean up the code, add what is missing, deploy safely, or stay available for ongoing support.

FAQ

Frequently asked questions about fixing AI-generated apps.

Straight answers before you send the project, book a call, or ask for development help.

Start here

Let's turn your AI-built app into something people can actually use.

Send me what you built, what is broken, and what you want to happen next. I will help you figure out whether you need development, a consulting call, or ongoing support.