SRE

Prometheus + Grafana Monitoring Stack β€” From Blind to Omniscient

30min monitoring setup vs 2-3 days manualDevOps & Cloud2 min read

Key Takeaway

The Monitoring skill sets up complete observability stacks β€” Prometheus for metrics collection, Grafana for dashboards, Alertmanager for notifications. Your agent generates scrape configs, recording rules, alert rules, and pre-built dashboards for your infrastructure.

The Problem

Your production app is running. Is it healthy? You check... nothing. Because monitoring is always the thing you'll set up "after launch."

Then at 3 AM, your app goes down. You find out from an angry customer tweet, not from your monitoring system (because you don't have one). You SSH in, check logs manually, restart services, and swear you'll set up monitoring tomorrow.

Tomorrow never comes. Until the next 3 AM incident.

The Solution

The Monitoring skill generates complete Prometheus + Grafana configurations β€” scrape targets, alert rules, recording rules, and Grafana dashboard JSON β€” tailored to your specific infrastructure.

The Process

View details
You: Set up monitoring for my infrastructure:
- 5 web servers (nginx + Node.js app)
- 2 PostgreSQL databases (primary + replica)
- 1 Redis cache
- Running on Ubuntu, all have node_exporter
I want alerts for: disk space, CPU, memory, app response time,
database replication lag, Redis memory.

The agent generates the full monitoring stack configuration including:

  • prometheus.yml β€” Scrape configs for all targets with proper intervals
  • alert_rules.yml β€” 15+ alert rules covering infrastructure and application metrics
  • recording_rules.yml β€” Pre-computed queries for dashboard performance
  • alertmanager.yml β€” Slack/PagerDuty/email notification routing
  • Grafana dashboard JSON β€” Pre-built panels for all critical metrics

Alert examples that the agent includes (and you'd never think to add until after the incident):

  • Disk filling up (predict when it'll hit 100% based on growth rate)
  • SSL certificate expiring within 14 days
  • Database replication lag exceeding 30 seconds
  • Redis memory approaching maxmemory limit
  • Node.js event loop lag exceeding 100ms
  • HTTP 5xx error rate exceeding 1% of requests

The Results

MetricNo MonitoringAI-Configured Stack
Incident detectionCustomer complaintAlert in under 60 seconds
MTTRHours (manual investigation)Minutes (dashboards)
Capacity planningGuessPredictive (trend-based)
Setup time2-3 days (if ever)30 minutes
Dashboard coverageNonePre-built for all services

Setup on MrChief

yamlShow code
skills:
  - monitoring
  - docker     # For containerized stack deployment
prometheusgrafanamonitoringalertingobservability

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Prometheus + Grafana Monitoring Stack β€” From Blind to Omniscient β€” Mr.Chief