Speaker
Description
Antares is a multi-agent system for autonomous network troubleshooting deployed across GARR's data center infrastructure.
Built on LangGraph orchestration, the system employs specialized vendor-specific agents (Arista, Juniper, Cisco) that execute structured queries via native APIs (eAPI, SSH/XML, NETCONF).
Operators interact through natural language in Italian, while the system autonomously coordinates device diagnostics, historical telemetry analysis (InfluxDB), and documentation lookup (RAG) to provide actionable recommendations.
By encoding expert knowledge as deterministic tools and configurable thresholds, Antares reduces Mean Time To Repair in complex multi-vendor environments.
This presentation shares the development journey, architectural decisions, lessons learned, and real-world troubleshooting scenarios from operational deployment.