Production readiness
You make it work. We make itsafe to run.
AI got you a working app. We're the engineers who make it survive real users, real load, real money.
The gap
Building got cheap. Being accountable for it didn't.
AI collapsed the cost of producing software. It did not collapse the cost of surviving production: real load, real scale, real cost, real attackers, real money. That gap between “it works” and “it's safe to run” is where apps quietly break. It's where we live.
What breaks
Demo-safe, production-fatal.
Stability
Fine in the demo, falls over on real load.
Scale
Fine at 1 user, dies at 10,000.
Cost
Unbounded paid-API calls, the surprise invoice.
Security
Keys in the frontend, secrets in the repo.
Money
Order logic that can't be undone.
The villain isn't AI, and it isn't you. It's the false confidence of “it works”.
What we check
“Safe to run” is a checklist, not a promise.
We saw it coming
Automated review gate on every change, plus human audit of money and security paths
Blast radius is capped
Dollar and rate caps, feature flags, scoped permissions, staged rollout
We can kill it fast
Kill switch, instant rollback, health and cost monitoring with alerts
It won't leak you
No keys in the frontend or the repo, secret hygiene, access scoping
It won't surprise-bill you
Rate limits, caching, cost ceilings on paid APIs
It survives real users
Load and scale review: N+1 queries, pagination, concurrency, not just the demo
The honest difference
We won't tell you it's “safe”.
Anyone can say “it's done, it's fine”. We tell you exactly where it can break, cap the blast radius, and hand you the switch to kill it fast. You go from unknown, unbounded risk to known, bounded, monitored risk. That honesty is the engineering.
Who it's for
Built a lot, fast? You're who we work with.
Founders with an AI-built MVP
You got to a working app fast, and now you're afraid to launch it on real users or real money.
Teams moving fast behind AI
Shipping quickly behind a junior or AI producer, and you need an engineer accountable for production.
The hand-off
Someone hands over a vibe-coded app and asks: can you just deploy this? That call comes to us weekly.
How we engage
Productized, not heroics.
One-time
Production Readiness Review
A hardening pass on an AI-built app: the review gate, the audit, the caps. Fixed scope, fixed price.
Ongoing
Safety Retainer
The gate stays on: monitoring, caps, kill switch, and client issues acknowledged within 1 hour.
Per deployment
Gate-as-a-Service
The automated review, cap, and monitor layer for every “deploy my app” request.
Stop guessing whether it'll hold.
We'll show you the failure modes and how to close them.
Book a reviewyou keep the kill switch ✍️
