The ecosystem is structured as a layered agent infrastructure stack. Each layer adds a specific control or feedback loop without requiring a monolithic runtime.
Defines how tasks, responsibilities, and handoffs are described between agents and surrounding systems.
Constrains what an agent is allowed to access or invoke through scoped capability tokens.
Evaluates policies before execution so that actions can be approved, denied, or bounded.
Records portable trace data for execution review, debugging, governance, and audit workflows.
Monitors skill health and detects when capabilities degrade, drift, or fail in practice.
Validates system behavior with evaluations, adversarial cases, and operational failure-mode testing.
The modules form a practical lifecycle:
- Define delegation and interaction boundaries.
- Authorize actions with scoped capabilities.
- Enforce runtime policies before execution.
- Capture traces for evidence and diagnostics.
- Monitor skill health in production-like conditions.
- Evaluate the system continuously to improve reliability.