You built it fast with AI.
We make it hold up.
MGEP fixes AI-built and vibe-coded apps. A senior engineering team that audits, refactors, secures, and scales the code your AI tools shipped — so it survives real users, not just a demo.
- engineers
- Senior-only
- we work with
- Any AI stack
- weeks
- Fixes in
- based
- USA
What we fix
[ services ]Audit & code review
We read every line your AI tools generated, map the real architecture, and give you a clear list of what's fragile, insecure, or about to break.
Refactor & harden
We clean up the generated mess — untangle the logic, fix the security holes, add tests, and rebuild the shaky parts on solid foundations.
Scale to production
We take your working prototype and make it hold up under real users — performance, database, infra, and deploys that don't fall over.
How we work
[ process ]- 01
Send us the code
Share your repo and tell us what's breaking. We run a fast engineering audit and tell you exactly what's wrong — no sales layer, real engineers only.
- 02
Fix the foundations
We refactor, secure, and test the fragile parts first, working in small shippable slices so your app keeps running while we make it solid.
- 03
Ship it production-ready
We scale it for real users, hand you clean code you actually own, and leave you with a codebase your team can keep building on.
Let's make it
production grade.
Tell us what your AI built and what's breaking. If we're the right fit, you'll hear back from a real engineer — usually within a business day.
- Phone
- (505) 709-1803
- Studio
- 530-B Harkle Road STE 100
Santa Fe, New Mexico - Made
- Proudly in the USA