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Drawing on DeerFlow deployments in large enterprises, this talk explains how to build a Super Agent environment with reusable skills, MCP and CLI integrations, identity-aware IM gateways, and human confirmation for critical actions. It also explores how successful agent trajectories can later become reviewed workflows and test assets.