I will audit and review your ai or vibe coded app for security and scalability risks


About this gig
Built your app with AI, no-code, low-code, or a developer and need a serious technical second opinion?
I review AI-built and vibe-coded SaaS apps before launch to help founders, solo builders, agencies, and small teams identify what is fragile, risky, missing, or not ready for real users.
I can review your architecture, code quality, database design, authentication, APIs, payments, integrations, AI features, prompts, agents, automation logic, user flows, scalability, security, privacy, and launch readiness.
I also assess OpenAI and other LLM integrations, natural language processing workflows, retrieval-augmented generation, vector search, and machine learning features where applicable.
This gig is ideal for products built with ChatGPT, Claude, Cursor, Lovable, Bolt, Replit, v0, Bubble, Supabase, Firebase, Stripe, Zapier, Make, n8n, or a custom codebase.
You will receive clear priorities, practical recommendations, and an independent assessment of what must be fixed now, what can wait, what may break under real usage, and whether your app is ready to launch or needs technical cleanup first.
Get to know Arthur K
Strategic Technical Leader, Venture Architect, Fractional CTO
- FromUnited States
- Member sinceAug 2017
- Avg. response time1 hour
- Last delivery1 month
Languages
English, Spanish
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FAQ
What kinds of apps can you review?
I can review SaaS apps, MVPs, AI-built apps, no-code or low-code products, internal tools, automations, CRM workflows, dashboards, and web applications. The review can cover architecture, database design, integrations, auth, AI features, scalability, risks, and launch readiness.
Do you need access to my codebase?
Code access is helpful but not always required. I can also review screenshots, demos, architecture notes, database diagrams, workflow maps, product briefs, vendor notes, or screen recordings. Share whatever context you are comfortable providing.
Can you review apps built with AI coding tools?
Yes. I can review apps built or assisted by any AI coding tool including but not limited to ChatGPT Codex, Claude, Cursor, Lovable, Bolt, Replit, etc, or similar platforms. I focus on fragile assumptions, missing logic, security concerns, integration risks, and launch blockers.
Will you fix the issues you find?
This gig is for technical review, risk assessment, and advisory guidance. It does not include implementation or coding fixes unless we agree on a separate custom scope. Those services are available upon request and will require a seperate agreement.
What will I receive from the review?
That depends on the package. You may receive a consultation, prioritized risk list, roadmap, written action plan, or launch-readiness recommendations. The goal is to help you understand what to fix first, what can wait, and whether your app is ready for users.
When will I receive my review or How long will the review take?
Turnaround depends on the size and complexity of your application and the package selected. Most reviews are completed within the alloted time shown on the gig. Larger applications, complex features, or extensive codebases may require a custom delivery schedule. I will review the scope and advise.
