AI-Driven Monitoring Pipeline#

What Was Established#

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 gemma4:e4b CPU-only on the Pavilion — accepted as-is pending Mac Studio.

Node Exporter Deployment#

What Was Established#

node_exporter is used to expose system-level metrics (CPU, RAM, Disk, Network) from Linux hosts to the central Prometheus instance at 192.168.1.167.

Monitored Hosts#

Installation#

Method A: apt (Ubuntu) — preferred for Ubuntu hosts#

sudo apt install prometheus-node-exporter
# Service auto-enabled; runs on port 9100

Method B: Manual binary (other distros)#

wget https://github.com/prometheus/node_exporter/releases/download/v1.11.1/node_exporter-1.11.1.linux-amd64.tar.gz
tar xvf node_exporter-1.11.1.linux-amd64.tar.gz
sudo cp node_exporter-1.11.1.linux-amd64/node_exporter /usr/local/bin/

Create /etc/systemd/system/node_exporter.service: