A technical review for AI-built, no-code, low-code, or fast-developed apps before real users depend on them. The demo works; I check whether it can safely become a product.
Starting point
From €900
Prices exclude VAT.
Who it's for
Founders who built an MVP with AI coding tools, no-code, or low-code platforms
Small teams shipping a fast-built internal or customer-facing app
Companies that built a demo or research tool and now want to use it operationally
Non-technical founders who need a technical expert on their side
Problems I solve
A demo can work and still be unsafe as a product
The demo works, but nobody knows if the architecture is maintainable
The app was built fast, but security and data handling were not reviewed
AI-generated code was accepted without proper understanding
The product depends on fragile prompts, hidden assumptions, or unstable integrations
The team does not know whether to continue, stabilize, refactor, or rebuild
What I do
1Review architecture, maintainability, database structure, and API design
2Check security, data exposure, authentication, and access control
3Assess deployment setup, error handling, monitoring, and testability
4Look for vendor/platform lock-in and AI-generated code risk
5Review user experience and customer-perceived quality
What I need (typical)
Repository or app access where relevant
A short product walkthrough
Deployment details and current hosting setup
Known risks, customer commitments, and next launch milestone
What you get
Short technical risk memo
Production-readiness checklist
Blocking risks ranked by severity
Security, data, deployment, and maintainability notes
Recommendation: continue, stabilize, refactor, or rebuild
30-60 day stabilization plan
Not a fit if
You only want someone to clean up a few bugs
You want to keep shipping without technical ownership
You are looking for cheap development capacity
The product handles sensitive data but you are unwilling to review security properly
Success looks like
You know what is safe to use now
You know what must be fixed before real customers depend on it
You avoid building a business on fragile demo code
Built fast and need to know what is safe?
Book a 30-min call and tell me what the prototype needs to survive next.
