Agent Context: HUD (Heads-Up Display) Terminal Telemetry and Live Diagnostics

The Agent Heads-Up Display (HUD) is a terminal user interface (TUI) engine providing live visual telemetry, token consumption counters, and system metrics during long-running agent workflows.