Total number of managed sessions, including archived/terminating.

Hypervisor with one active session containing two agents.

Yield a (provider, register) pair; auto-destroys any sessions on teardown.

All managed sessions, including archived/terminating ones. ``active_sessions`` filters via ``_active_ids``; this property exposes the

Get recorded sessions.

Set value with optional TTL.

Set value with optional TTL.

Set value with optional TTL.

Persist *session* keyed by its session identifier.

Create a temporary database for each test

Create a temporary database for each test

Set up test marketplace.

Set up test broker.

Set the global access control manager. Args: manager: The manager to use globally.

Set the active kernel by ID

Set resource quota for an agent

Set the audit callback for message logging.

Register an ``AuthorityResolver`` for reputation-gated authority. The resolver is called during evaluation after YAML/JSON rule match

Set the global metrics collector. Args: collector: The collector to use globally.

Set the global dependency container. Args: container: The container to use globally.

Set signal disposition.

Set the global health check registry. Args: registry: The registry to use globally.

Set or update the local identity.

Set a risk policy

Set custom similarity function — not available in Public Preview.

Set whether to simulate deforestation in NDVI calculations. Args: simulate_deforestation: If True, generate low

Restore agent state after reload

Replace the current state.

Set conversation summary.

Set a tag on the current span.

Inject the AGT trust score into Agent Shield as a variable. Guard policies in the .guardrails.yaml can reference this score:: ev