vExpertAI
vExpertAI
1. Incident Detection
Router sends syslog (port 5140)
↓
2. Triage (4s)
Team Leader: "routing_protocol"
↓ A2A
3. Delegation
Route to Stability Agent
4. Analysis (8s)
Qwen-7B analyzes OSPF state
↓ MCP
5. Tool Execution
show ip ospf neighbor
↓ ACP
6. Human Approval
Review & approve via UI
7. Fix Applied
no shutdown
↓
8. Validation
Verify neighbor FULL state
✓ Incident Resolved
MTTR: 48-53s
Key Point: Each layer communicates only with adjacent layers via standardized protocols (ACP, A2A, MCP)