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The Skill Layer for Humanoids
Cloud GPU orchestrator and humanoid training manager on UiPath Maestro BPMN. Automates ML on AWS/GCP/AMD, monitors anomalies to prevent idle spend, and routes checkpoints via HITL Action Center.
Closed-loop observability for robot fleets: Splunk telemetry → Gemini finds root cause via MCP → Autonomous corrective action closes the loop, no human paging required.
A Gemini agent using MongoDB MCP tools to analyze terrain and generate grounded deployment plans for outdoor robot fleets, transforming yard data into autonomous rollout plans.
