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$
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I will review and audit your ai generated codebase
Technical Analyst, Code Review, Software Audits
I review AI-assisted software projects for architecture, codebase structure, documentation, workflow quality, and hidden technical risks. My focus is on helping founders and small teams spot drift, un...
About this Gig
I help review AI-generated and AI-assisted C# projects that have grown fast and may be starting to drift.
Instead of only fixing individual bugs, I look at the codebase as a whole: structure, clean code, design patterns, testing gaps, technical debt, documentation, version control habits, and signs that repeated AI changes have made the project harder to understand or maintain.
This is especially useful for indie projects, MVPs, prototypes, and software built with tools such as ChatGPT, Claude, Codex, Cursor, Copilot, Replit, Lovable, and similar AI coding tools.
You receive a clear written review with prioritized findings, risk areas, and practical next steps.
My focus is on independent technical analysis and project health, not hype. I do not offer penetration testing or claim to certify a project as production-ready.
If your AI-built project works but you are no longer sure whether the foundation is still healthy, send me the repository scope and Ill review it.
Development technology:
C#
Expertise:
Clean Code
•
Design patterns
•
Unit tests
•
Version control
My Portfolio
FAQ
What do you review?
I review AI-generated or AI-assisted C# projects for code structure, clean code, design patterns, technical debt, testing gaps, documentation issues, version control habits, and signs of architecture drift.
Do you fix the code as part of the service?
No. This gig is focused on independent review and technical analysis. I identify issues, explain why they matter, and prioritize next steps. Implementation or refactoring can be discussed separately if appropriate.
What do I need to provide?
Please provide repository access or the relevant source files, a short explanation of what the project should do, and any useful documentation. For targeted reviews, tell me which feature or area you want checked.
Can you review a large codebase?
Yes, but larger repositories need to be scoped before ordering. Please message me first with the repository size and what you want reviewed so we can define a realistic audit scope.
Is this a security or penetration test?
No. I may flag obvious risk areas encountered during the review, but this service is not a penetration test, formal security audit, compliance review, or guarantee that software is production-ready.
What will I receive?
You’ll receive a written review with findings grouped by importance, explanations of the main risks, and practical next steps. Standard and Premium packages provide progressively broader project-level analysis.
My AI-built project works. Do I still need a review?
Possibly. AI-assisted projects can work while still accumulating duplicated logic, inconsistent patterns, weak tests, unclear structure, or technical debt. The goal is to identify those risks before the project becomes harder to change.
