Our role
Designed and developed for the client: the scanning pipeline and the findings report for AI-assisted codebases.
What it is
Security scanning
Industry
Developer tools
Live at
securevibing.com
Public traction
Live scanning product
Product site, as of September 2026
Scans applications written with AI assistance for exposed secrets, weak authentication, injection paths and permissive configuration, and explains each finding with a fix.
The problem
Software written with AI assistance ships faster than it is reviewed. The mistakes are the familiar ones — a key committed, an endpoint with no authentication, a query built by string concatenation, a bucket left open — and they now arrive in volume, written by someone who has not yet learned to look for them.
The first call
The build was scoped around who reads the report. A vulnerability list written for a security engineer is noise to the person who needs it here, so every finding had to arrive with the reason it matters and the change that fixes it. Detection was the easy half; the explanation is the product.
What we built
A scanner that reads an application for exposed secrets, weak authentication, injection paths and permissive configuration, and returns each finding with what it is, why it matters and how to fix it — written for the person who built the thing, not for an auditor reviewing it.
How they run today
A scan runs against the app and comes back with a list somebody can act on the same afternoon, in the order that matters, with no security background needed to interpret it.
What changed
The class of mistake that gets a small product breached is caught before launch rather than after disclosure. Shipping quickly stopped implying shipping open.
Screens
Services behind it
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