Skip to main content

Part IV: The Great Orchestration

Multi-agent coordination: When individual agents became a collective intelligence.


The Coordination Challenge

We had brilliant specialized agents - Security and Energy - but specialists working independently can conflict:

  • Security locks down → HVAC cools empty rooms (waste)
  • Energy dims lights → Security cameras can't see (risk)
  • Fire alarm triggers → Agents respond independently (chaos)

This is the story of:

  • Building Orchestrator: The conductor coordinating the symphony
  • Conflict Resolution: Priority hierarchy (Safety > Security > Comfort > Cost)
  • Coordinated Response: Agents working together, not against each other
  • Grid Integration: OpenADR 2.0b demand response

What You'll Learn

Chapter 12: The Great Orchestration

Multi-agent coordination, conflict resolution, and collective building intelligence.

Key Capabilities:

  • 🎯 Priority management (Life Safety > Security > Energy > Cost)
  • 🔄 State coordination (agents aware of each other)
  • 📋 Policy enforcement (cross-domain rules)
  • 🚨 Emergency protocols (coordinated emergency response)
  • ⚡ Grid integration (OpenADR 2.0b demand response)

Chapter 13: The Living Building Interface

Making autonomy visible, trustworthy, and beautiful through immersive 3D visualization.

Key Features:

  • 🎨 3D Digital Twin (real-time building visualization)
  • 📊 Command Centers (Security, Energy, Orchestrator dashboards)
  • 👁️ Agent Transparency (see what agents are thinking)
  • 🛡️ Policy Visibility (understand OPA decisions)
  • 🏢 Multi-Floor Navigation (explore complex buildings)
  • ⚡ 60fps Performance (smooth interactions)

Orchestration Complete ✅

By the end of Part IV, we had:

  • ✅ Building Orchestrator with conflict resolution
  • ✅ Priority hierarchy implementation
  • ✅ 18 unit tests + 12 integration tests (100% passing)
  • ✅ OpenADR 2.0b grid integration (11 tests)
  • ✅ Workflow tracking with retry logic
  • ✅ Resource allocation system
  • ✅ Human escalation for unresolvable conflicts
  • ✅ System coherence monitoring
  • ✅ Living Building Interface (3D visualization + dashboards)
  • ✅ UI Phase 2 & 3 Complete (making autonomy visible)

The coordination storyChapter 12: Orchestration

The visualization storyChapter 13: Living Building Interface