Outcome model
Give AppSec the exploit path and developers the failing control.
Application security becomes actionable when API behaviour, business logic and technical proof arrive with ownership and remediation context.
01Test beyond the happy path
- Map undocumented routes, schema drift and deployed authentication behaviour.
- Test object access, function access and multi-step business logic across roles.
- Connect application findings to internet exposure and downstream services.
02Keep the proof useful
- Capture the minimum request sequence, identity state and response that establishes impact.
- Redact sensitive data while preserving the technical verdict.
- Explain the broken security invariant rather than relying on a category label.
03Fit the engineering workflow
- Use repository and ownership context to route the issue.
- Define remediation acceptance criteria and a deterministic retest.
- Preserve status and evidence across ticketing and release workflows.
04Success looks like
- Fewer unreproducible findings.
- Less translation between AppSec and development.
- Verified closure after deployment.
