Pre-Launch Validation

Built it with AI.
Make sure it holds up before you launch.

Continuum validates and finishes AI-built apps before they launch. You bring a product built with Lovable, Bolt, Cursor, or v0; we audit it for the things AI tools quietly get wrong, data isolation, auth, payment paths, what breaks under load, and either hand you a fix list with re-runnable proof or finish it with you. For founders who got to an MVP fast and need it to actually be safe to ship.

Book a pre-launch validation →See what we check
pre-launch audit · two passes
pass 1 / Static review
RLS scopeauth configenv hygieneAPI guards
pass 2 / Live behavioral replay
cross-tenant probewebhook replayload boundarysession edge
every finding ships a re-runnable proof
Who this is for

You shipped fast. Now you need to know it actually holds up.

  • You built a working MVP with an AI tool and you are about to launch, sell, or raise on it.
  • You cannot personally tell whether it is secure or whether the data is properly isolated.
  • You would rather find out now than after a customer or an acquirer does.

If any of these describe your situation, a pre-launch validation is the right next step.

What you get

Evidence, not opinions. Re-runnable proof on every finding.

The scope is fixed before we start. You know exactly what you are getting and when.

  • 01A full pre-launch audit: security, data isolation, auth and payment, load failure points.
  • 02Every finding with a reproducible proof you can re-run, plus a fix formatted for your AI tools.
  • 03A 30-minute readout call, and a re-scan after you have applied the fixes.
Why Continuum

We audit two ways. Because passing your own tests is not the same as being safe.

Static review reads the code. Live behavioral replay runs real requests against the app and watches what actually happens. A thing that passes its own tests can still let the wrong user read the wrong data. 20+ years of seeing how software breaks in production, now pointed at AI-built apps.

FAQ

Straight answers.

The questions founders ask before they commit to a launch date.

We check five areas AI tools consistently get wrong: row-level security and data isolation, auth and session handling, payment and webhook paths, secrets leaking into the client bundle, and API authorization gaps. Every finding includes a re-runnable proof and a fix formatted for your AI tool.
Static code review finds what is written. Live behavioral replay runs real requests against your running app and watches what actually happens, catching issues that only surface at runtime. A policy that looks correct in the code can still allow cross-tenant reads when hit from the right angle.
Most validations complete in five to ten business days. You get a 30-minute readout call to walk through findings, then a re-scan after you have applied the fixes. The scope is fixed before we start, so there are no billable surprises.
That uncertainty is exactly the problem. Founders who built with AI tools cannot personally tell whether RLS is configured correctly or whether Stripe webhooks handle replay attacks. We can. If we find nothing serious, you launch with evidence instead of a guess.
Yes. If the fixes are significant or you want ongoing technical oversight, we can move into a Project Rescue or long-term technical partnership. Most founders who go through a pre-launch validation end up staying for at least a quarter.
Apps built with Lovable, Bolt, Cursor, v0, or Claude Code. Supabase, Firebase, and most Postgres-backed stacks. Next.js front ends on Vercel. If your stack is unusual, mention it on the booking call and we will tell you honestly whether we are the right fit.

The validation is fixed scope.
You will know exactly what you are getting before you book.

Book a pre-launch validation →Email Matt directly
Fixed scope, 5-10 days, readout call includedmatt@uxcontinuum.com, reply same day

If your developer already left and the codebase needs more than a pre-launch check, see Project Rescue. If you want ongoing technical oversight after the audit, see Fractional CTO.

Matt

MVP not finished yet? See the completion service if you need it built first.

Last updated: 2026-06-20