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I will audit your ai built app before production launch
AI Automation 3D Modeling Digital Solutions
I help businesses, entrepreneurs and property professionals with AI automation, 3D modeling and digital content. I build ChatGPT and OpenAI workflows, AI assistants and business automations, convert C...
About this Gig
Built your app with Cursor, Claude, Lovable, Bolt, Replit, ChatGPT or another AI-assisted workflow? I will review your codebase and help you understand whether it is truly ready for production.
I focus on the risks fast AI development can leave behind: fragile logic, architecture issues, authentication and authorization problems, API/database configuration, deployment risks, duplicated code, weak error handling and unsafe AI-generated patterns.
You will receive:
A structured production-readiness review
Critical / High / Medium / Low findings
Clear explanations of each issue
Prioritized remediation recommendations
A review report
Standard includes a deeper codebase audit and remediation plan.
Premium includes the full audit plus implementation of up to 3 agreed priority fixes.
Best for AI-built SaaS, MVPs, founders and agencies preparing for launch.
This is a code-quality and production-readiness review, not a formal penetration test or compliance certification.
Development technology:
Python
My Portfolio
FAQ
Will you modify my code during the audit?
No. The audit itself is read-only. Code changes are only made if they are included in the package you purchased and explicitly agreed with you.
Is this a penetration test?
No. This is a production-readiness, code-quality and security-configuration review. It is not a formal penetration test or compliance certification.
What kinds of projects can you review?
I focus on modern web and AI-assisted applications, including projects built with tools such as Cursor, Claude, Lovable, Bolt, Replit, React, Python/FastAPI, Supabase and API-based stacks.
What will I receive?
You will receive prioritized findings, severity levels, clear explanations and recommended remediation steps. Standard includes a deeper remediation plan, while Premium also includes up to 3 agreed priority fixes.
Do I need to share production passwords or API keys?
No. Please do not send passwords, private API keys, production secrets or unnecessary customer data. Repository or project access should be provided using the safest available method.
