01 / Security automation platform
VulnScope
Flagship case study
- Role
- Product and platform engineering
- Constraint
- Workspace tenancy, canonical asset identity, durable state, and bounded scanner execution.
Problem
Black-box security scanning creates coordination work across assets, tools, execution stages, and result types.
Architecture
A PostgreSQL-authoritative scan platform with transactional dispatch, Celery workers, and normalized scanner results.
Security decisions
Tenant isolation, rotating refresh sessions with replay protection, and explicit scanner safety boundaries.
Result / impact
Turns scanner execution into an inspectable workflow while keeping findings distinct from lower-confidence observations.