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Observability

AgentSuite-Blue provides two complementary observability modes — Static Observability analyzes an agent's source code before deployment, and Dynamic Observability traces every agent session at runtime. Together they give security and platform teams full visibility into agent behavior across the build-and-run lifecycle.

Static Observability

Static observability analyzes an agent's topology, connected tools, and security posture before deployment by ingesting its source code directly. Upload an archive (.zip, .tar, etc.) or point to a GitHub repository, and the platform performs structural analysis and security scanning — surfacing the agent's topology, connected tools/MCPs, and policy posture.

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Dynamic Observability

Dynamic observability provides real-time visibility into active and historical agent sessions. Every user–agent conversation is automatically traced and stored as a separate session with a unique session ID, which can be cross-referenced with our guardrail monitors (e.g., Action Guard, Prompt Guard).

The dynamic observability records the following events in a session:

  • User queries ("user"): the instructions provided by the user to the agent, including multi-turn queries when applicable.
  • Agent tool calls ("agent"): the name of the tool being invoked and the full set of input parameters.
  • Tool outputs ("tool"): the complete execution results returned by the tool.
  • Agent responses ("agent"): the responses generated by the agent and returned to the user.

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