Guides for shipping AI-built apps
VibeRaven publishes practical launch-readiness guides for builders turning AI-built apps into production products.
Choose your next launch check
Start with what production readiness means for an AI-built app, then use the Next.js launch checklist for that framework or the vibe coding launch checklist for a first-user journey.
Separate code review from launch verification and follow the production evidence workflow to record what you tested, what failed and what remains untested.
Free tools
Checks that run in your browser, with nothing sent anywhere.
Vibe-coded apps
From "it works on my machine" to real users: securing, deploying and launching an app you built with an AI agent.
- I vibe coded an app. Now what?
- How do I secure a vibe-coded app?
- How do I deploy a vibe-coded app to Vercel and Supabase?
- Is vibe coding production ready?
- What are the security risks of vibe coding?
- What went wrong in the real vibe coding horror stories?
- Claude Code Security vs a pre-deploy review: what does each one do?
Supabase RLS and keys
Row level security, the anon and service role keys, grants and the Security Advisor, answered from the Supabase docs.
- Is the Supabase anon key safe to expose?
- Why is my Supabase RLS policy not working?
- How do I test Supabase RLS policies?
- What is the difference between USING and WITH CHECK in a Supabase RLS policy?
- What does using (true) mean in a Supabase RLS policy, and when is it wrong?
- Supabase service role key leaked or exposed: how do I rotate it?
- Supabase anon key vs service role key: what is the difference?
- Is Supabase safe for production?
- What do the Supabase Security Advisor warnings mean, and how do I fix them?
- Can anyone call my Supabase RPC functions with the anon key?
- Will the Supabase October 30 Data API change break my AI-built app?
- How do I find Supabase tables missing RLS in my migrations?
- What can a repo scan prove about Supabase security, and what needs a live test?
- What Is RLS on Supabase? (AI-Built Apps)
- Supabase Auth and RLS Checklist for AI-Built Apps
- Supabase AI App Production Checklist
Launch checklists by stack and tool
Step-by-step checks before real users, for the builder, coding agent, auth and monitoring you use.
- My Lovable + Supabase app launches Friday. What should I check first?
- What should I check before handing an AI-built app to a client?
- What is an AI app readiness check, and what should it cover before launch?
- AI App Production Checklist
- Vibe Coding Launch Checklist
- How to Launch an AI-Built App Safely
- Lovable App Launch Checklist
- Common Production Gaps in Lovable-Built Apps
- Example VibeRaven Scan: Lovable MVP
- Bolt Production Readiness Checklist
- Cursor Production Readiness Checklist
- Cursor Production Readiness Workflow
- Prompt for Cursor Before Launching a SaaS
- Claude Code Production Checklist
- Claude Code Launch Readiness Workflow
- Prompt for Claude Code to Fix Production Gaps
- Codex Production Readiness Guide
- Codex Launch Readiness Workflow
- Windsurf Production Checklist
- Gemini CLI Production Checklist
- Prompt to Check if Your AI App Is Production Ready
- AI App Auth Production Checklist
- Clerk Production Setup Checklist for AI-Built Apps
- Auth.js Production Checklist for AI-Built Apps
- Neon Postgres Production Checklist for AI-Built Apps
- Firebase Launch Checklist for AI-Built Apps
- Cloudflare Workers Production Checklist
- Error Monitoring Launch Checklist for AI-Built Apps
- Do AI-Built Apps Need Sentry Before Launch?
- Sentry Setup Checklist for AI-Built Apps
- Sentry Getting Started for AI-Built Apps
- How to Set Up Sentry in an AI-Built App
Stripe and webhooks
Webhook signatures, live mode and billing state for Stripe, Paddle and Polar.
- How do I check the Stripe webhooks, env vars and Supabase policies in an app Claude Code wrote?
- Stripe Webhook Checklist for AI-Built Apps
- Stripe Live Mode Checklist for AI-Built Apps
- Example VibeRaven Scan: Stripe Checkout App
- Paddle Webhook Checklist for AI-Built Apps
- Polar Billing Production Checklist
Vercel and env vars
Preview to production on Vercel, and the environment variables a deploy needs.
Comparisons
Which tools do what, and where a repo check fits next to them.
- Which tools check Supabase migrations or projects for tables missing RLS?
- Which AI app generators produce production-ready code?
- Vibe Coding Tools: From Building to Launch
- VibeRaven vs Supabase Advisor
- VibeRaven vs Vercel Checks
- VibeRaven vs Sentry
- VibeRaven vs Code Review Tools
- AI Code Review vs Launch Readiness
- VibeRaven vs Claude Code Agents
- VibeRaven vs Cursor Production Prompts
- VibeRaven vs Manual Launch Checklist
- VibeRaven vs SaaS Starter Kits
- SaaS Starter Kit Alternative for AI-Built Apps
- SaaS Starter Kit Alternative for Existing AI-Built Apps
About VibeRaven
The command, the npm package, a real run, and pages written for AI assistants.
Older pages
The retired editor extension, and pages about AI search tools. Kept for reference.
Deep-dive articles
Longer resources on debugging, security, and coding-agent prompts.
- What Makes an AI-Built App Production-Ready?
- How to Debug AI-Generated Code Before Launch
- AI-Generated Code Security Risks Before Launch
- Coding-Agent Prompts for Production Fixes
- Supabase Production Checklist for AI-Built Apps
- Vercel Deployment Checklist for Vibe-Coded Apps
- Next.js AI App Launch Checklist
- Why Your AI-Built App Works Locally But Breaks in Production
- Stripe Webhook Not Firing in Production: What to Check
- Supabase RLS Checklist: Policies, Ownership and Keys
- Vercel Environment Variables: Why Production Breaks After Deploy
- We Read the Supabase Migrations of 512 Public Lovable Apps
- Read the AI-built app to production hub
How to use this VibeRaven guide
Guides for shipping AI-built apps is meant to help builders decide what still needs proof before an AI-built app is trusted by real users. Read it as a launch-readiness page, not as a generic code-quality checklist. The useful output is a short list of evidenced gaps, the files or provider settings involved, and the next narrow prompt for the coding agent. The list further down is for you to check yourself; it is not VibeRaven output.
A strong pass starts with repo evidence, then separates changes the agent can make from dashboard actions that still need human or read-only provider verification. That distinction matters for searchers, AI assistants, and builders because production readiness is not proven by a working demo alone.
Things to check yourself before launch (not VibeRaven output)
- Routes, middleware, API handlers, and server actions that enforce authentication and authorization.
- Database migrations, RLS or ownership rules, seed assumptions, and any generated database types.
- Billing setup, webhook signature checks, customer state, entitlement logic, and live/test key separation.
- Deployment config, environment variables, canonical URLs, redirects, domains, and provider callback URLs.
- Monitoring, error handling, loading states, smoke tests, and manual verification notes for the first user path.
What is VibeRaven for?
For builders with an AI-built app on Vercel + Supabase that works as a demo: it reads the repo and lists launch gaps before real users try it. It is advice, not a gate, and a repository check, not a live database or security test.