Before Adoption
Preview the behavioral shift before committing it.
A sandbox adoption preview tests a candidate packet in an isolated environment before it affects a live AI profile. The goal is to observe possible drift, contradictions, permission expansion, tool risk, and rollback readiness without contaminating trusted memory.
Clone contextCreate a safe shadow copy of the relevant profile or graph region.
Inject packetApply the candidate change only inside the sandbox.
Stress testUse red-team and review agents to probe for dangerous outcomes.
Score impactMeasure semantic drift, contradiction risk, permission expansion, provenance trust, and rollback readiness.
Report decisionReturn a human-readable and machine-readable preview before any adoption event.
Plain-language rule: test the packet before trusting it.