SweetKenneth

Canary evidence chain: mints canary markers into the package's own synthetic test data and detects those markers reappearing in operator-supplied text. Referenc

Turn worst-case fleet hypotheses into the smallest bounded scan that could falsify them.

One auditable remediation transaction: frozen pre-state, policy gate, execution receipts, verified post-state, rollback on failure.

Specification only: retrieval-context provenance and influence auditing.

Agent Behaviour Drift Sentinel: detects silent behavioural drift in agent execution traces against a signed baseline. Reference implementation of the public SHP

Specification only: explainable detection of agent behavior drift.