L1: Human Control
Streamlit Dashboard
↕ ACP
L2: Strategic Command
Team Leader Agent
↕ A2A
L3: Specialist Guild
4 Fine-Tuned Agents
↕ MCP
L4: Tool Abstraction
MCP Server
↕ SSH
L5: Infrastructure
Cisco Routers (Azure)
Design Principles
Protocol Separation
Layers via ACP/A2A/MCP
Specialization
Fine-tuned per domain
Tool Abstraction
No direct device access
Human Oversight
All changes approved
Specialist Agents
Stability
Qwen-7B • OSPF/BGP
Security
Mistral-7B • CVE/ACLs
Troubleshooting
CodeLlama • Packets
Virtual Architect
Llama3-8B • Design