Key technical highlights covered in this session include:

• • The Agentic Command Deck: A deep dive into the HUD's role as a centralized C2 view, which provides a structured AI interaction summary to make common network actions explainable and easy to trigger for human operators.
  • Human-in-the-Loop & Review Drawer: Analyzing the "Review Drawer" feature, which allows operators to approve, edit, or reject AI-suggested actions. This provides a critical audit trail and implements the philosophy of "Algorithmic Recourse," ensuring human choice remains the final fail-safe against algorithmic errors.
  • Incident Response with Runbook-Match Cards: How the HUD integrates directly with the opsHealth.alerts system to present runbook-match cards that accelerate first-response triage for active incidents.
  • Live Telemetry and SSE Architecture: An exploration of the backend architecture, specifically the use of Server-Sent Events (SSE) via the /ops/events endpoint to provide a live, non-polling stream of operations telemetry to the HUD.
  • Authenticated Swarm Commands: Understanding the security layer of the command deck, including role-aware policy enforcement for the swarm command submission process.
  • Simulation and Forensics: How end-to-end simulation controls are wired from the frontend to the backend, allowing operators to run "chaos drills" and verify network resilience in real-time.