Phoenix - Your AI AssistantAudit your AI-built app before you launch it - 14 point report
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3 days
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What you get with this Offer
You built something with Lovable, Bolt, Replit, v0 or Cursor. It works. Now you are about to put real customers and real payment details through it, and you have no way of knowing what is underneath.
I check your app against the 14 things AI-generated code gets wrong most often, and send you a plain English report. What is fine, what will break, what will cost you money, and what someone could exploit. Every finding is ranked by severity with a specific fix and an effort estimate.
THE 14 CHECKS
1. API keys and secrets exposed in the browser bundle
2. Supabase or Firebase row level security, the most common hole by far
3. Whether auth is enforced on the server or only hidden in the UI
4. Unprotected API routes and server actions
5. Rate limiting on AI and LLM endpoints, where bill shock happens
6. Direct client to database writes
7. Server side input validation
8. Payment and Stripe webhook signature verification
9. File upload type and size restrictions
10. Session token storage
11. CORS configuration
12. Database migrations and backup state
13. Environment separation between development and production
14. Error handling and logging, and whether you would ever know something broke
WHAT YOU GET
A 6 to 10 page PDF report, findings ranked critical, high, medium and low. Each one has a specific fix and a realistic effort estimate. Plus a 15 minute call to walk through it.
The report is yours either way. Plenty of buyers take it to their own developer, and that is fine.
WHO THIS IS FOR
Founders and teams who built a working product with AI tools and want to know what is underneath before real users, real data and real payments arrive.
WHY ME
I lead engineering on an AI trading platform, building agents that run in production with LangGraph and Inngest. Backends in FastAPI and Node on Postgres and Supabase, front end in React, TypeScript and Next.js. Nine years in, and the stack AI builders generate is the stack I work in every day.
Based in West Africa on UTC+1, so you get a full working day of overlap with UK and European hours.
If I cannot access something, I will tell you what I could not check rather than guessing at it.
I check your app against the 14 things AI-generated code gets wrong most often, and send you a plain English report. What is fine, what will break, what will cost you money, and what someone could exploit. Every finding is ranked by severity with a specific fix and an effort estimate.
THE 14 CHECKS
1. API keys and secrets exposed in the browser bundle
2. Supabase or Firebase row level security, the most common hole by far
3. Whether auth is enforced on the server or only hidden in the UI
4. Unprotected API routes and server actions
5. Rate limiting on AI and LLM endpoints, where bill shock happens
6. Direct client to database writes
7. Server side input validation
8. Payment and Stripe webhook signature verification
9. File upload type and size restrictions
10. Session token storage
11. CORS configuration
12. Database migrations and backup state
13. Environment separation between development and production
14. Error handling and logging, and whether you would ever know something broke
WHAT YOU GET
A 6 to 10 page PDF report, findings ranked critical, high, medium and low. Each one has a specific fix and a realistic effort estimate. Plus a 15 minute call to walk through it.
The report is yours either way. Plenty of buyers take it to their own developer, and that is fine.
WHO THIS IS FOR
Founders and teams who built a working product with AI tools and want to know what is underneath before real users, real data and real payments arrive.
WHY ME
I lead engineering on an AI trading platform, building agents that run in production with LangGraph and Inngest. Backends in FastAPI and Node on Postgres and Supabase, front end in React, TypeScript and Next.js. Nine years in, and the stack AI builders generate is the stack I work in every day.
Based in West Africa on UTC+1, so you get a full working day of overlap with UK and European hours.
If I cannot access something, I will tell you what I could not check rather than guessing at it.
What the Freelancer needs to start the work
To get started I need:
1. Read access to your repository, or a link to your Lovable, Bolt, Replit or v0 project
2. The live URL, if the app is deployed
3. Read only access to your Supabase or Firebase project if you use one, or screenshots of your table list and policy list
4. One or two lines on what the app does and who uses it
Please do not send production secrets, admin passwords or payment credentials. I do not need them and I will not ask for them.
If there is anything I cannot get access to, I will say so in the report and tell you what I could not check, rather than guessing.