Negative-quantity carts
A refactor lets a checkout total go below zero. VibeDefend pins the invariant and rewrites the validator.
Caught before checkoutNegative-quantity carts, coupon stacking, race conditions on stock. Five-figure leaks scanners never see. VibeDefend rewrites your e-commerce paths the moment the agent breaks them.


BLSA is built in collaboration with the CNRS and the CRIStAL laboratory (Université de Lille). Together we're prototyping a brand-new class of scanner that reasons about your codebase's business logic, the kind of risk no syntactic SAST has ever caught.
Cart logic is its own attack surface. VibeDefend walks it before your agent breaks it.
A refactor lets a checkout total go below zero. VibeDefend pins the invariant and rewrites the validator.
Caught before checkoutTwo BFCM codes apply when the rule says one. VibeDefend traces the stack state across the cart lifecycle.
Caught before checkoutReservation reads beat the lock under load. VibeDefend restores the order of operations across services.
Caught before checkoutOne command. Every coding agent on your laptop wired to CybeDefend: business rules mined from your code, security rules from the frameworks your auditors expect, action guards that block dangerous calls before they fire.
npx -y @cybedefend/vibedefend@latest install