https://homelab.nbkelley.com/docs/monitoring/ Recent content in Monitoring on homelab Hugo en Tue, 21 Apr 2026 00:00:00 +0000 https://homelab.nbkelley.com/docs/monitoring/pipeline/ Tue, 21 Apr 2026 00:00:00 +0000 https://homelab.nbkelley.com/docs/monitoring/pipeline/ <h1 id="ai-driven-monitoring-pipeline">AI-Driven Monitoring Pipeline<a class="anchor" href="#ai-driven-monitoring-pipeline">#</a></h1> <h2 id="what-was-established">What Was Established<a class="anchor" href="#what-was-established">#</a></h2> <p>The monitoring pipeline is fully operational and running hourly. It collects rich structured data from four sources (Prometheus — 7 metrics, Uptime Kuma, UniFi, Synology), runs 4 parallel Ollama summarization calls, synthesises a final status report, and writes everything to Postgres. Hourly snapshots of raw UniFi and Prometheus data are stored in dedicated tables for delta computation. End-to-end runtime is ~13 minutes using <code>gemma4:e4b</code> CPU-only on the Pavilion — accepted as-is pending Mac Studio.</p>