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Showing posts from February, 2026

How Network Copilot Uses Agentic AI to Correlate FortiGate and Splunk

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I recently went through a detailed implementation explaining how Network Copilot correlates FortiGate firewall telemetry with operational data indexed in Splunk . What stood out was how grounded the discussion was in real operational workflows rather than theoretical AI claims. Some practical observations: • Network and security logs are typically distributed across multiple platforms • Troubleshooting often requires manually correlating events between systems • Network Copilot ingests metrics, events, logs, and traces from firewall environments • Operators can interact with the system using natural language questions • Explainable root cause analysis improves operational confidence One misconception addressed during the walkthrough was that AI in operations means replacing engineers. In reality, the system augments teams by surfacing insights faster and correlating information across environments. Another interesting point was how the platform learns from real firewall deployments...

Scaling Deep Network Observability for 5G: Reflections from a Real Deployment

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  I recently went through a detailed implementation showing how deep network observability enhances 5G mobile user experience while reducing operational complexity. What stood out was how grounded the deployment was in real traffic and production-scale constraints. Some practical observations: • Fragmented systems increase cost and operational overhead • Frequent infrastructure upgrades create instability and repair expenses • Optimised filtering significantly reduces DPI hardware requirements • Real-time KPI computation improves SLA monitoring and service assurance • Standardised data export through streaming pipelines simplifies integration One misconception addressed during the walkthrough was that deeper observability automatically means more hardware. In reality, efficient filtering and intelligent packet processing reduce hardware footprint while improving performance. My biggest takeaway is that scalable observability in 5G environments requires architectural efficiency,...