Your AI built it.
We make sure it's ready to ship.
We validate AI-generated applications against your requirements, uncover security and architecture risks, and prepare them for production.
AI-generated software.
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repo: "acme/launchpad",
mode: "production",
humanReview: true
});
// ready when you are_
WHO WE HELP
Move fast. Don't break things.
AI makes building accessible to everyone. We make shipping it responsibly just as accessible.
Vibe Coders
You built something incredible. Now make it dependable.
Indie Founders
Get a senior engineering eye without the senior hire.
Designers
Turn the prototype into a product people can trust.
Startups without a CTO
De-risk your roadmap before your first big milestone.
WHAT WE REVIEW
Confidence, engineered.
We go beyond a code scan. Every review is a thoughtful, human assessment of whether your application is ready for the real world.
Product Validation
Does the product actually solve the problem you set out to solve?
Security
Find vulnerabilities, exposed secrets, and risky auth flows before launch.
Architecture
Make sure the foundations can support the product you want to build.
Performance & Scale
Identify bottlenecks before your first traffic spike finds them for you.
Code Quality
Turn generated code into a codebase your team can confidently own.
DevOps & Operations
Close the gap between 'it works' and repeatable, observable production.
THE REVIEW ROOM
See your code clearly.
Our review process turns a black box of generated code into a clear, actionable path to production.
LIVE REVIEW
Engineering findings
audit score
HOW IT WORKS
Three steps to ship-ready.
Share your repository or sandbox
Give us a safe environment and the context behind what you built.
Senior engineers review
We manually inspect your app against requirements and production standards.
Get your clear path
Receive a prioritized audit and a live consultation to talk it through.
WHAT'S INCLUDED
A report you can act on.
Not a wall of warnings. A focused, prioritized view of what matters now and what to do next.
Explore our packagesFROM THE BLOG
Build smarter. Ship safer.
Practical engineering notes for people building the future with AI.
FREE READINESS QUIZ
How ready is your app
for the real world?
Answer eight quick questions to get an instant estimate and see where a human review can help.
Which AI tool built your app?
BUILT ON TRUST
Why founders trust us.
Your code is valuable. We treat access to it with the care it deserves.
ENGAGEMENT OPTIONS
Before you launch,
get a second opinion.
MVP REVIEW
$49
A focused review to help you launch your first version with confidence.
PRODUCTION AUDIT
Get your quote
The complete engineering audit for software ready to meet the real world.