Free launch score for AI-built apps

Free Launch Audit for vibe-coded apps.

Score the production gates that generated apps usually skip: auth, Supabase RLS, secrets, backups, payments, deploys, scoped agent access, and the error signals you need after the first real users arrive.

Start Free Audit Open Manual Checklist

16launch gates

8risk areas

7dcleanup plan

0cost to run

Run the audit

Start with the builder, then score each launch gate.

Select Pass only when you can point to a file, policy, command, dashboard setting, or test result. Use Partial or Not sure when the app works in demo mode but the production proof is missing.

Builder used

Current stage

Gate 01

Auth and accounts

Confirm that users, admins, and support paths are separated before strangers can create accounts.

User roles are explicit and enforced server-side.Admin, owner, member, and anonymous paths should not rely on hidden buttons or client-only checks.

Sessions expire cleanly and logout invalidates access.A launch-ready app handles expired sessions, revoked tokens, and shared-device logout paths.

Gate 02

Data access and RLS

Catch the common Supabase and API mistakes where one user can read or mutate another user record.

Supabase RLS or equivalent row ownership is enabled on user data.Tables with user-owned data need policies that match auth.uid or a verified ownership claim.

A cross-user read/write test exists.The safest check is concrete: account A must fail when it reads or edits account B data.

Gate 03

Secrets and environments

Generated apps often leak service keys through env examples, frontend bundles, screenshots, or agent logs.

No private service key ships to the browser bundle.Only publishable client keys belong in frontend code. Service keys must stay server-side.

Launch secrets can be rotated without code edits.Production secrets should live in CI/CD or host secrets, not committed files or prompt history.

Gate 04

Database and recovery

A launch is fragile when the first support incident can destroy data or leave no restore path.

Automated backups exist and a restore has been tested.Backups are only useful when you know where they are and have restored one recently.

Migrations are repeatable from a clean database.Launch changes should be reproducible without relying on forgotten dashboard edits.

Gate 05

Payments and webhooks

If money changes hands, Stripe state, webhook signatures, retries, and entitlement sync need evidence.

Webhook signatures are verified before updating state.Payment providers send important events. Unsigned or unverified events should never grant access.

Subscription and entitlement drift has a recovery path.Users need the right access after retries, cancellations, failed payments, and provider outages.

Gate 06

Deploy and rollback

The production path should be repeatable, observable, and reversible without guessing which button to press.

Production deploys run through CI/CD with versioned artifacts.Manual uploads are hard to audit. CI/CD gives you a release record and predictable build inputs.

Rollback is documented and tested.A launch-ready app has a known previous image, commit, or host command to return to quickly.

Gate 07

Agent access

Coding agents are useful during cleanup, but production credentials and databases need scoped access.

Agents do not receive broad production credentials by default.Use least-privilege tokens, read-only contexts, and temporary access for launch cleanup work.

Agent changes are reviewed through diffs and tests.Generated fixes should land through the same review and verification path as human edits.

Gate 08

Observability and support

A quiet failure is worse than a visible one. Know how you will see errors and help users.

Frontend and backend errors are visible after deploy.You need logs or alerts for API failures, browser errors, payment failures, and auth loops.

Users have a clear support and account recovery path.Support email, password reset, account deletion, and billing help should be visible and tested.

Answer at least one gate to generate a score.

Audit result

100

Launch-ready

Complete the audit when enough gates are answered. The live score updates as you go.

Blockers and quick wins

Fix before launch

No hard blockers selected yet. Complete the audit to confirm.

Fast cleanup actions

Answer the launch gates to get targeted cleanup actions for your prototype.

Seven-day launch cleanup plan

Day 1: freeze feature work and capture current production gaps.
Day 2: fix auth, role checks, and cross-user data access.
Day 3: move secrets into CI/CD or host secret storage and rotate exposed keys.
Day 4: verify backups, migrations, and rollback on staging.
Day 5: test payments, webhooks, and entitlement repair paths.
Day 6: scope agent access and require diff-based review for cleanup work.
Day 7: deploy, watch logs, and run one complete post-deploy smoke test.

Recommended next workflows

Replit to production checklistUse this when the prototype runs but the deploy, secrets, and persistence path need hardening.Lovable to Cursor handoffUse this when a visual prototype needs repo ownership, review, and release cleanup.

Browse all handoff workflows

FAQ

Launch Audit FAQ

It is a free production-readiness score for AI-built apps. It checks auth, data access, secrets, backups, payments, deploys, agent access, and observability before public traffic.

No. It is a practical pre-launch triage tool. It helps founders and engineers identify obvious blockers and quick wins before deeper security or code review work.

Use it when a Lovable, v0, Bolt, Replit, Cursor, Claude Code, or Codex prototype works in demo mode and needs a real launch path.

You get a score, risk level, blockers, quick wins, a seven-day cleanup plan, and recommended CmdBrief workflows for the next engineering pass.

Personal agents

Connecting an agent to files, commands, or messaging accounts?

Run the personal AI agent audit before OpenClaw, Hermes Agent, or another runtime touches sensitive accounts.

Personal AI Agent Safety Audit Open Agent Runtimes