You shipped it with AI. Now make it production-ready.
AI got you a working demo fast — and that's genuinely useful. But roughly half of AI-generated code has issues that fail professional review: security holes, no tests, tangled structure that breaks the moment you change something. We turn that prototype into a product that holds up in production.
The AI-built app trap
It works in the demo, breaks in prod
Great in the pitch, fragile the moment real users, real data, or real load arrive.
You can't safely change anything
Touch one thing, three others break. No tests to tell you what you just broke.
Security was never considered
Exposed keys, no input validation, auth that isn't really auth. Common in generated code.
Nobody actually understands it
The AI wrote it, you shipped it, and now there's no human who can reason about it.
A clear method, not a black box.
Every engagement is fixed-scope and reversible. You always know the next step, the cost, and the outcome before you commit.
We audit what the AI built
Security scan, architecture review, and a map of where it'll break — specific to Lovable, Cursor, Bolt, v0 or Replit output patterns.
We harden and restructure
Fix the security holes, add tests around the critical paths, and untangle the structure so change is safe again.
We make it truly yours
Documented, understandable, and set up so you (or we, on retainer) can keep building without fear.
Concrete deliverables, in your hands.
No vague retainers of hours. You get artifacts you own and can act on — whatever you decide to do next.
- A security and quality audit of the generated code
- The critical vulnerabilities, fixed
- Tests around the paths that matter
- A restructured, maintainable codebase
- Documentation a human can actually follow
From first call to shipped.
Free 15-minute triage call
Same week · freeTell us what's broken. We ask the sharp questions, give an honest first read on whether it's a rescue, a refactor or a rebuild, and agree on next steps. No sales theatre.
- Honest first assessment
- Rescue / refactor / rebuild verdict
- Clear next step
You leave knowing where you stand — even if you never hire us.
Rescue Assessment
About 5 business daysWe get read access and go deep: architecture, security, technical-debt map, test gaps, CI/CD and deployment. You get a scored report with a prioritized fix roadmap and a go/no-go verdict.
- Scored codebase report
- Prioritized remediation roadmap
- Fixed quote for the fix
- Go / no-go recommendation
A clear, evidence-based plan — and a fixed price for the work.
Stabilization Sprint
2–4 weeks · fixed scopeWe stabilize the highest-risk parts first: stop the bleeding, fix what's broken, harden security, and get you to a state you can ship and build on. Fixed scope, daily visibility.
- The critical fixes, shipped
- Security & deployment hardening
- Documentation of what we changed
- Daily progress you can see
A working, deployable product you understand and control.
Delivery & retainer
Ongoing · month to monthFinish the roadmap and, when you're ready, keep a senior team on tap to build the next things — features, mobile, scale. Month to month, cancel anytime. You keep all code and access, always.
- Roadmap delivered
- Optional ongoing engineering team
- You own all code and infrastructure
From rescued to shipping — with a team that already knows your code.
Live products that prove it.
CarVinVin
An AI VIN-history advisor for cross-border car buyers — free decode, then a chat that reads the full report and flags the red flags.
Fintech · Accounting automationBank-Lift
Turns messy scanned bank statements into balance-verified files ready to import into accounting software.
Straight answers.
All the common ones — Lovable, Cursor, Bolt, v0, Replit and similar. The output patterns differ, but the underlying cleanup — security, tests, structure — is the same discipline.
Not at all. AI is a great way to get to a working prototype fast. The mistake is shipping that prototype to production untouched. We keep the speed you gained and add the production hardening it's missing.
Usually not. We keep what's sound and fix what isn't. A full rewrite is a last resort, not a default — we'll tell you honestly which one your app needs.
Tell us what's broken. We'll tell you the truth.
Start with a free 15-minute call or a written quote. If it's salvageable, we'll show you exactly how — and what it takes.
- You keep all code & access — always
- NDA on request, before you share anything
- Free, no-obligation first read