Autonomous ML Workload Scheduler ADK + Gemini 3.5

Deterministic Control Plane • Cloud Workflows • Real Compute Engine VM Adapter • Firestore Memory

AGENT ONLINE 1s
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Hardware & Accelerator Telemetry

Nodes: 3 • Utilization Active
GPU Allocation --%
Allocated: -- / -- GPUs
CPU Cores --%
Allocated: -- / -- Cores
VRAM & Memory --%
Allocated: -- / -- GB

Workload Queue & State Machine

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Agent Live Thought Stream & Constraint Terminal

Autonomous Reasoning Chronicle & Real-Time Negative Preemption Introspection Engine

Live SSE
1 Ingress
→
2 Wakeup
→
3 Inspect
→
4 Reason
→
5 Workflow
→
6 Execute
→
7 Verify
Connecting to live agent thought stream...

Decision Audit & Correlation Inspector

Persistent Firestore Decision Records & Cross-System Audit