I will review and de risk your ai generated codebase
About this Gig
I will independently review your AI-generated or AI-assisted codebase and help identify risks before they turn into production issues.
This gig is a strong fit for startups and product teams that moved quickly with Copilot, ChatGPT, Claude, or agent workflows and now want an experienced engineer to assess architecture, maintainability, reliability, and launch readiness.
My background includes senior engineering and CTO leadership across SaaS, ERP, CRM, e-commerce, and custom systems, with hands-on experience in AWS, Kubernetes, Terraform, CI/CD, migrations, performance, and reliability.
Depending on the package, I can review a PR, feature area, module, or broader codebase and provide clear findings, annotated screenshots, and a written report with prioritized recommendations. I'm also available for follow-up sessions and contract software engineering work when you need help addressing the issues found.
Development technology:
Other
FAQ
What kind of code can you review?
I review AI-generated or AI-assisted codebases, PRs, features, and modules across backend, cloud, DevOps, and web systems. I can review code in multiple languages, including PHP, Python, Java, C#, and JavaScript. I also work with frameworks such as Laravel and .NET.
Do you fix the code too?
This gig focuses on review and findings. If you need implementation help after the review, I’m also available for contract software engineering work.
What do you look for in the review?
I look at architecture, maintainability, reliability, performance risks, technical debt, and launch-readiness concerns.
Which package should I choose?
Basic fits a PR or small feature. Standard fits a module or small codebase. Premium fits a broader codebase needing deeper review and a remediation plan.
What do you need from me to start?
Please share the repo or code excerpt, project context, stack, goals, known issues, and any deadlines. Clear requirements help the review stay focused.
Will you review AI-generated code specifically?
Yes. This gig is designed for teams using Copilot, ChatGPT, Claude, or agent workflows who want an independent technical review.
Will the review include security feedback?
Yes, I can flag obvious security concerns and risky patterns.
Can we talk through the findings live?
Yes. Your package may include a session, and you can also add a follow-up call if you want a walkthrough and Q&A.
