AI built the demo. We make it production-ready.
Human review for AI-built apps driving real business. For customer-facing apps, funded MVPs, and internal tools where real users, revenue, contracts, or launch risk are involved. Senior engineering review is billed at $150/hr, then scoped clearly before deeper production work starts.
Send the production review brief
Complete the fit check, or send a short note. A human engineer reviews the context and starts with the business risk, not a generic checklist.
- Senior engineering review is billed at $150/hr.
- We read enough to understand risk before quoting deeper work.
- You keep ownership: repo, infrastructure, and IP stay yours.
- Best for AI-built apps tied to customers, employees, revenue, or contracts.
- If a rewrite is unnecessary, we say so.
Best fit: an AI-built application driving real business, headed for customers, employees, revenue, compliance review, or one already struggling with real users.
AI can write the demo. Production is still earned.
Vibe coding gets you a working prototype faster than ever. It does not give you secrets management, a sane data model, authentication that holds, or payments that reconcile. If the app is tied to real business, that last mile needs human engineering judgment.
Software & AI overview- Security pass Secrets come out of the code, dependencies get audited, and authentication gets done properly.
- Data model sanity The schema that worked for ten users gets rebuilt for ten thousand.
- Payments and billing Flows that reconcile, retry cleanly, and never double-charge.
- Hosting with a cost ceiling Infrastructure sized for reality, with a bill you can predict.
- Monitoring and backups You find out before your users do.
- Handoff or hosting Everything stays documented and yours. We can run it, or we can hand it over.
How the review runs.
Read
You share the repo, hosting notes, and current risk. A senior engineer reviews what holds up and what must change before more users depend on it.
Rank
You get a plain English list: security, data, payments, hosting, monitoring, and handoff. Each item is ranked by risk and business impact.
Harden
Review starts at $150/hr. From there, we quote the fixed scope, make the approved changes, and leave the system documented so you can run it with or without us.