You Built 90%
We Handle the Last 10%
You used an AI tool to get an app running, and now it has to survive real users, real payments, and real attackers. We read through the code your tool produced, fix what is unsafe, put the app on proper hosting with backups and monitoring, and finish the unglamorous details that block a launch. You keep what you built; we do not start over. It is made for founders, small teams, and in-house staff who are close to launch but not sure it is ready.
We take apps built with AI assistance, the so-called "vibe-coded" kind from Cursor, Claude Code, Lovable, Bolt, v0, or Replit, and do the work production needs. First comes an audit of the codebase and architecture, so we know what is really in there. Then security fixes for the gaps AI tools often leave open, proper hosting in place of a preview deployment, and hands-on work through the last 10%: login edge cases, payments that never double-charge, sensible error handling, and the small details that separate a demo from a product people rely on.
Capabilities
Key Capabilities
Concrete capabilities we bring to this engagement — not buzzwords.
Codebase & Architecture Audit
A full read of the repository: data model, auth flow, third-party services, and hosting. You get a ranked list of risks in plain language and a fixed-price quote for fixing them.
Security Hardening
Exposed keys, endpoints without permission checks, loose database rules, and unchecked input closed and tested, not just patched.
Production Infrastructure
Staging and production, automatic backups, error alerts, a deploy pipeline, and HTTPS, on a Thai or regional provider if you prefer.
The Last 10%
Password reset, payment retries and failures, error states, email delivery, and the flows your AI tool left unfinished.
Codebase Cleanup
Dead and duplicated code removed, structure tidied, and tests added around the flows that matter, so the project is easy for a new developer to pick up.
Post-Launch Support
Log watching, fixes for what real users trip over, and help with the first features. Optional, billed monthly, and easy to stop.
Tools We Support
Technologies We Work With
Whatever AI tool generated your app, and whatever stack it landed on, we can pick it up from there.
How We Work
Our Approach
A clear path from audit to a launched, production-grade app — adjusted per codebase, never one-size-fits-all.
Audit
Code, architecture, secrets, hosting, and a fixed-price report
Triage
Findings sorted by risk and launch impact
Harden
Security fixes first, each one tested
Complete
Unfinished flows and edge cases
Launch
Production hosting, backups, and a rehearsed release
Support
Close watch early on, plus handover notes
FAQ
Straight answers about finishing what you’ve built.
Pricing
Fixed prices. Clear timelines.
Start small with an audit. Prices are starting prices in USD, confirmed as a fixed quote once we have seen your repository.
Quick Security Check
from $500
1–3 days
Fast scan for exposed keys, open database rules and auth holes, plus a short written summary.
Full Audit + Report
from $1,500
5–7 business days
Security, architecture, performance and deploy review with a prioritized fix plan and fixed quote for the work.
Audit + Fix: Launch-Ready
from $3,500
2–3 weeks
We fix the critical issues, add tests, set up CI and deploy to production you own.
Full Cleanup Package
from $5,000
3–6 weeks
Restructure, security hardening, missing features, documentation and a walkthrough for your team.
Ongoing maintenance and monitoring is available from $500/month.