Use Case

Continuous Vulnerability Scanning

Coverage that never expires — rescanned on every change, validated on arrival.

The problem

Coverage that expires between scans is theater.

A quarterly scan certifies a codebase that no longer exists. Dependencies update, flags flip, endpoints appear — and the "clean" report on file describes none of it.

In practice
  • Change-triggered rescans: new routes, params, and services pull themselves into the next run automatically.
  • Instant validation: fresh findings are exploited and confirmed on arrival — the queue never fills with maybes.
  • Delta tracking: each cycle reports what changed, what closed, and what regressed — not a full re-read.
How it runs
1 Rescan on change surface stays fresh 2 Validate instantly no maybe-queue 3 Track delta new, fixed, regressed
Where it fits
E-commerce

Sprawling storefronts

Hundreds of pages and promos — every one rechecked as it changes.

SaaS

Ever-shifting surfaces

Feature flags and experiments can't outrun the next rescan.

Lean teams

Small security orgs

One engineer gets the coverage of a scanning team, minus the triage.

See it on your own stack

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