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Ship fast. Check honestly.

Practical security for AI-built apps: the checks worth running before launch, how to run them yourself, and the data behind the risk. No fear-mongering - every clean result here is worded the way we word ours: Clear in Verified Scope.

Field test

A no-account AI app security scan, tested on our own fixture

Watch a 67-second, no-account launch scan on VibeAudit's own fixture, with the exact observed scope, limits, free result, and paid handoff explained.

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Growth + trust

What to show before you ask for a signup: 7 trust proofs for AI SaaS

Seven observable trust proofs for AI SaaS: sample flows, data provenance, AI disclosure, access boundaries, permissions, retention, and audit history.

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Product

Free scan vs. Reveal vs. Launch Pass: what you actually get

See what VibeAudit's free scan shows, what US$9 Reveal unlocks, and what the US$29 Launch Pass adds before you enter a card.

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Checklists

The vibe coding security checklist before you launch

Ten checks to run on your AI-built app before you ship - the exact DevTools and curl steps, plus how to scan all ten free in under a minute.

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Platform guides

Lovable app security: what to check before you share the link

Shipping a Lovable app? The five security checks that matter most for Lovable + Supabase builds, the exact steps to run them, and how to get proof they passed.

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Platform guides

Cursor-built app security: the checks agent-speed development skips

The security checks agent-speed development skips: committed secrets, exposed agent config, dependency drift, and injection boundaries - with exact commands.

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Data

AI-generated code security: the numbers as of 2026

How often does AI-generated code ship vulnerabilities? The 2026 numbers in one place, each linked to its source: rates, breach share, and market size.

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Product

What a Launch Security Pass actually claims (and refuses to claim)

A signed, independently verifiable badge worded Clear in Verified Scope: what it attests, how verification works, and what it refuses to claim.

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