You built it with AI. Now make it survive success
Vibe coding got you a working product faster than any team could have five years ago. It also got you a codebase with no tests, no security review, and no record of what the model decided. We take AI-built MVPs to production grade without losing the speed that got you here.
If any of this sounds familiar, you're in the right place
The demo works, but you're afraid to touch certain files.
Nobody can fully explain how parts of it work, including you
Every new feature breaks something old.
A customer asked about security and you changed the subject.
Your next developer opened the repo and went quiet.
What hardening means
01
Assessment first
We map the codebase: architecture, dependencies, security surface, the parts that are solid and the parts held together by hope. You get the honest picture and a ranked remediation plan.
02
Tests and CI
The safety net that lets you keep moving fast: automated tests around the behavior that matters, continuous integration so regressions get caught by machines instead of customers.
03
Security and data review
Auth, secrets, injection surface, data handling. The things a customer's security questionnaire will ask about, answered before it arrives.
04
Structure without a rewrite
We refactor the load-bearing parts and document the rest. Full rewrites are almost never the answer; we'll tell you plainly if yours is the exception.
05
Governed development from here on
Ongoing work runs through AAOS: work orders, review gates, QA states, a full record. The same discipline that took our own team from 2-3 delivered work orders a week to over 150, with 74% fewer bugs.
What you keep: the speed
That's the point. The goal isn't to slow you down to enterprise pace; it's to make AI-speed development safe to sustain.
Measured on our own operation, governance made delivery faster, not slower: average turnaround went from 2.5 days to 1-2 hours because rework collapsed.
The next conversation
Once the product is stable, most clients ask the same question: what else can agents run? Support triage, onboarding, reporting, the operational work around the product. That's the ladder, and you'd be starting it with a codebase agents can safely work in.
See how the ladder works
Questions, answered
Almost never, and only if the assessment proves it's cheaper than repair. The assessment is honest either way; it's yours to act on with or without us.