Typical problems
- You do not know whether the prototype is technically viable
- Secrets, API keys, or data flows may be unsafe
- Before investors, customers, or launch, you need technical certainty
AI code review
Have AI code reviewed before you build further on top of it.
An AI prototype can look convincing and still hide technical debt. In the review, I check architecture, security risks, configuration, build, dependencies, and maintainability.
What is clear afterwards
- Senior assessment of risk, effort, and next step
- Concrete list of the most critical technical problems
- Recommendation: repair, harden, refactor, or rebuild
Process
1
Clarify access
You provide repository or project access with the necessary information.
2
Run review
I check structure, build, security basics, and critical paths.
3
Enable decision
You receive a prioritized assessment instead of vague gut feeling.
Matching packages
Book directly or start with an audit.
AI Code Triage
When the project starts, but nobody knows why it keeps breaking.
390 €
Code review, build/import check, and rescue plan within two business days.
- Repository check for broken imports, missing packages, and build errors
- Assessment: repair, restructure, or discard
- Prioritized fix list with effort estimate
- No implementation included
Recommended
Stabilization Sprint
For prototypes that almost work but are not reliable yet.
1,490 €
Triage plus up to ten hours of targeted repair and stabilization.
- Repair build, routing, and core errors
- Turn unclear AI structure into understandable modules
- Clean up basic error handling and configuration
- Short technical handover with next steps
Code Guidance
Ongoing senior control while you continue developing with AI.
790 €/month
Monthly allowance for reviews, small fixes, and technical guardrails.
- Up to five hours of review or fixes per month
- Pull request or repository checks
- Validate architecture and tooling decisions
- Ideal for founders with ongoing AI prototyping
FAQ
Common questions
Is an AI code review useful before launch?
Yes, especially if the code was created heavily with AI tools and no experienced developer has reviewed it yet.
Do you check security too?
I check obvious technical risks such as secrets, API flows, and configuration. This does not replace a formal penetration test.
Can the review lead directly into a sprint?
Yes. The triage or review can directly become a stabilization sprint.