Why it matters
- Modern environments contain custom APIs, bespoke auth, business logic and novel combinations.
- Static test libraries cannot anticipate every target-specific weakness.
- Hypotheses make testing intentional and auditable.
Hypothesis-Driven Testing
Use observations and graph context to ask testable security questions instead of only running static checks.
Evidence traceApproved scopeTarget-aware testing
Capability architecture
State the security claim before running the test.
ThreatCanary converts context into an explicit hypothesis with prerequisites, expected evidence and a governed validation method.
ThreatCanary approach
- Generate hypotheses from exposure, API behaviour, vulnerability intelligence, drift and analyst input.
- Assign priority, validation steps, safety constraints and expected evidence.
- Track lifecycle from proposed to tested, confirmed, rejected or retest required.
What it validates or reveals
- Candidate attack paths.
- Custom validation plans.
- A clear record of why a test was run and what it proved.
Evidence produced
- Hypothesis and supporting target context.
- Selected test and decision rationale.
- Confirmed, rejected or unresolved verdict.
Evaluate the capability
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