I had an idea for a community-focused website and, despite having no formal web development experience, built an initial version with extensive help from AI tools. The project uses Next.js, React, TypeScript, PostgreSQL, Drizzle ORM, Better Auth, Tailwind CSS, Stripe subscriptions, Resend, GitHub, Cloudflare, and Vercel. It currently contains roughly 32,000 lines of code across 287 files.
The app looks polished and the main flows work, but I'm worried the underlying code and architecture are messy. I also ran into unexpectedly high hosting costs and have been experimenting with another development setup to understand the system better. There are people interested in seeing a live preview, so my biggest concerns are security, reliability, handling initial traffic, and whether payments and user data are being managed safely.
Are there developers or consultants who offer technical audits and cleanup for projects like this? Would it be more sensible to review and improve the existing code, or rebuild the application from scratch? I have very limited funds right now, so I'm trying to understand the most practical first step.
4 Answers
Don’t assume the hosting bill proves the whole platform is wrong. Unexpected costs can come from runaway serverless calls, an accidental loop, image processing, bots, excessive logging, or a bad configuration. Diagnose the cause before migrating everything. Add monitoring and alerts so you can see requests, errors, database usage, and billing activity before opening the site to significant traffic.
A developer can absolutely review it, but the price depends on how much risk and rework they find. A good codebase audit may be affordable; a full rewrite by a senior engineer will not be. In many cases, the existing app is usable as an MVP, and rebuilding only becomes worthwhile after you identify specific architectural problems or gain enough revenue to justify it.
Before anyone reviews the code, freeze new features for a bit. Prepare a short project overview, the database schema, deployment notes, a list of environment variables with secrets removed, and instructions for testing the important user flows. That will make the review faster and cheaper.
You probably won’t be laughed at. This is a common situation now: someone uses AI and managed services to get a surprisingly long way without a traditional development background. The best way to hire help is not to ask someone to vaguely “clean up 32,000 lines.” Start with a small, paid technical audit.
Ask for a few hours covering the architecture, authentication, database permissions and migrations, deployment settings, Stripe webhooks, subscription changes, email handling, input validation, backups, rate limits, and error logging. Have the developer produce a prioritized list of what must be fixed before launch, what should be fixed soon, and what is merely technical debt. You don’t need every file made elegant before you know whether the product has traction.
The main issue isn’t that AI helped write the code; it’s whether someone has reviewed the result carefully. AI-generated applications often have repeated patterns of weak validation, unclear authorization rules, duplicated logic, and fragile infrastructure decisions. A skilled developer can usually identify those risks, but a proper review is professional work and may cost more than a casual one-time favor.
If money is extremely tight, launch only the smallest safe version, keep the number of users controlled, avoid collecting data you don’t need, and make sure checkout, cancellations, refunds, authentication, and backups work correctly. Revenue or funding can then pay for deeper refactoring or a technical cofounder.
That’s reassuring. I’m proud of the product and the foundation, even though I’m embarrassed that I can’t yet write or evaluate all the code myself. I’m going to focus on a safe, limited launch and look into a scoped audit rather than assuming I need an immediate rewrite.
That feels much more manageable than asking someone to take over the entire project. I’ve already worked through some of those areas, but having an experienced person verify them before launch would give me a lot more confidence.