VibeRaven

VibeRaven scans AI-built repos for launch gaps in auth, billing, database, deployment, monitoring, and tests, then turns findings into a focused coding-agent prompt.

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Production readiness checks for AI-built apps

VibeRaven is a production-readiness checker for AI-built apps. It scans a repo for launch gaps, maps the stack evidence it can find, and turns the next fix into a focused prompt for a coding agent.

The product is aimed at builders who have a working demo but still need to verify the parts that make an app safe to launch: authentication, billing, database access, deployment settings, monitoring, and tests. It also distinguishes between repo-level changes the agent can make and provider-dashboard actions that still require human or read-only verification.

What VibeRaven checks

Auth boundary review

Checks routes, middleware, API handlers, sessions, callbacks, and server-side authorization to surface missing access controls before launch.

Billing readiness checks

Looks for billing setup issues, webhook signature checks, customer state, entitlement logic, and live/test key separation.

Database evidence scan

Reviews database migrations, row-level security or ownership rules, seed assumptions, and generated database types for launch gaps.

Deployment configuration review

Inspects deployment configuration, environment variables, canonical URLs, redirects, domains, and provider callback URLs.

Operational follow-through

Surfaces monitoring, error handling, loading states, tests, and the next copy-ready agent prompt.

Common ways to use VibeRaven

Pre-launch review
Run a scan before shipping an AI-built project to identify auth, billing, database, deploy, monitoring, and test gaps that still need evidence.
Repeat readiness checks
Use it after major changes to auth, billing, database, or monitoring so the next pass focuses on the newly introduced risk area.
Agent prompt generation
Hand the output to a coding agent when you want the next session to work on one evidenced gap instead of a broad request to make the app production ready.
Dashboard verification support
Review provider settings separately when the scan points to dashboard-related items such as canonical URLs, callback URLs, or environment variables.
Demo-to-launch transition
Compare repo evidence against launch expectations when a demo works but the team still needs proof that production paths are wired correctly.

Pros and Cons

Pros

Focuses on launch-readiness evidence instead of generic code-quality feedback.
Covers several common release risk areas in one scan, including auth, billing, database, deploy, monitoring, and tests.
Produces a short list of evidenced gaps and a narrow next prompt for the coding agent.
Has a free plan for trying the workflow on a real app before using it repeatedly.

Cons

The source says some provider dashboard work still needs manual or read-only verification.
The pages describe what VibeRaven checks, but do not provide pricing numbers or plan limits.

FAQ

Can I start with a free scan?

Yes. The pricing page says the free plan is intended for trying VibeRaven on a real AI-built app before adopting it as a repeated production-readiness workflow.

When should I use VibeRaven?

VibeRaven is positioned for pre-launch checks and for repeat passes when major auth, billing, database, deploy, or monitoring changes need review.

Does VibeRaven replace manual verification?

The source says a strong pass starts with repo evidence and separates changes the agent can make from dashboard actions that still need human or read-only provider verification.

What does the scan output?

The product turns launch risks into a focused, copy-ready coding-agent prompt after scanning for gaps across auth, billing, database, deploy, monitoring, and tests.