I will audit your ai generated codebase

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Gene D

About this gig

Did AI write most of your app? Tools like Claude Code, Cursor, and Copilot build fast, but without senior oversight, AI codebases quickly become bloated, unmaintainable, insecure, and impossible to scale.


As a Fractional CTO with 15 years of software engineering experience, I help founders and investors de-risk AI-built software. Having led teams where over 80% of production code was AI-generated, I know exactly where AI tools hallucinate, break security, and create hidden technical debt.


What I Audit: Architectural Bloat: Redundant logic, AI hallucinations, and spaghetti code. Security & Auth: Exposed secrets, broken API endpoints, and permission gaps. Database & Scale: N+1 queries, unindexed tables, and memory leaks.


Scope & Limits (Custom Application Logic): Basic: Up to 2,500 LOC (~10 files) - Feature/module spot-check. Standard: Up to 15,000 LOC - Full production app repo audit. Large: Up to 50,000 LOC - Multi-service/platform audit.


Deliverables: A prioritized written report, security breakdown, and step-by-step refactoring blueprint. 100% async.

Get to know Gene D

Gene D

Fractional CTO and Systems Architect

  • FromSerbia
  • Member sinceMar 2024
  • Languages

    English, Russian, French, Serbian, Japanese
Fractional CTO & Systems Architect with 15 years of experience bridging software engineering with business ROI. I help founders and executives design scalable systems, reduce infrastructure burn, and de-risk AI adoption. Consulting Services: • Tech & Architecture Audit: Database scaling, system design & tech debt cleanup. • AI Codebase Risk Audits: Ensuring maintainability, security, and performance. • CTO Advisory: Vendor evaluation, stack selection & team alignment. Let's optimize your tech stack to drive actual business growth.