Production hardening
We make your AI-generated app production-grade: error handling, configuration, secrets, environments, CI/CD, and monitoring.
What we do
Everything after the AI writes the code
The AI got you a working draft. These are the steps between that draft and a product you can safely put in front of customers.
Break the prompt loop
Asking the AI to fix the same bug ten different ways and still staring at the same broken screen? A senior engineer steps in, finds the real cause, and gets you moving again — fixing it instead of re-prompting it.
Human code review
Senior engineers read every line the AI wrote and flag the bugs, risks, and shortcuts an AI reviewer quietly misses.
Security review
We find and fix the vulnerabilities AI codegen leaves behind — auth, input validation, data exposure, and vulnerable dependencies.
Refactoring & architecture
We turn tangled AI output into a clean, testable codebase your team can actually maintain and grow.
Testing & QA
We add the automated tests and quality gates the AI skipped, so changes stop breaking things in production.
Deployment & hosting
We ship it correctly — infrastructure, domains, DNS, TLS, and CI/CD — plus managed hosting if you'd rather we run it.
Performance & scaling
We engineer performance and cost so your app stays fast and affordable as real traffic arrives.
Technical consulting
Book time with a senior engineer to unblock a decision, plan your next step, or review an approach before you commit.
Ready to make it real?
Send us your repo. We'll tell you exactly what stands between it and production — no obligation.
Book a review