Ways to contribute
Bring a stack
Add a real adapter fixture with pinned tools, machine-readable reports, positive controls, and at least one expected failure.
Break a gate
Report evidence replay, import shadowing, stale scope, workflow drift, or another bypass through private security reporting.
Improve the path
Reduce time to first demo and preview, clarify an error, or document a recovery without weakening the underlying policy.
Share evidence
Publish a sanitized case study: what failed, which control stopped it, what changed, and what remained uncertain.