I will fix and harden your ai generated app to make it production ready

The prototype proved the idea. Now it has to survive real users.

Most AI-generated applications share the same failure profile: they work in the happy path and fall apart everywhere else. Auth is decorative. Errors vanish without a trace. Secrets sit in the repo. The database will accept data that should never exist. None of this shows up in a demo. All of it shows up in production.

What I actually do:

• Close the security holes: auth, secrets, injection, exposed endpoints
• Make failures visible and recoverable instead of silent
• Repair the data model before bad records pile up past cleanup
• Restructure what is unmaintainable, leave what is fine
• Add tests around whatever must not break
• Set up deployment so shipping is boring, not frightening

How I work: I read the codebase first and tell you what I found and what I propose before I change anything. You approve the plan, I execute it, and you get a written summary of every change and why.

What I will not do: promise that an unworkable architecture can be patched. If a component needs rebuilding, I will say so with a cost estimate, and you decide.

Not sure what you need? Order my audit gig first. Message me before ordering.