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docs: complete README rewrite with live dashboard documentation
This commit is contained in:
@@ -1,412 +1,251 @@
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# 🚀 Ced’s Observability Stack
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# Ced's Observability Stack — Production Monitoring Platform
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> A production-style observability platform delivering full-stack visibility across a hybrid homelab infrastructure — Proxmox HA cluster, 12-node K3s cluster, network gear, storage, and edge systems. Built on Prometheus, Grafana, and Alertmanager with live dashboards running 24/7.
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[](#production-dashboards)
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[](https://grafana.cedshomelab.com)
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[](#stack)
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[](https://noc.chasedumphord.com)
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[](https://chasedumphord.com)
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---
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## 🧠 Executive Summary
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## What This Is
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**Ced’s Observability Stack** is a production-style monitoring, metrics, and alerting platform built to provide full visibility into a distributed hybrid infrastructure.
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This is the observability layer for Ced's HomeLab — the system that answers the question: *"Is everything actually working?"*
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It simulates real-world **SRE / Platform Engineering environments**, delivering:
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It collects metrics from every layer of the infrastructure stack, visualizes them in purpose-built Grafana dashboards, and routes alerts through Alertmanager when something breaks. Three production dashboards serve different operational needs — an executive NOC view for quick status checks, a deep drill-down dashboard for troubleshooting, and a dedicated K3s cluster dashboard for Kubernetes visibility.
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* 📊 Real-time infrastructure monitoring
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* ⚙️ Kubernetes observability (12-node K3s cluster)
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* 🖥️ Proxmox HA cluster visibility
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* 🌐 Service uptime + network health tracking
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* 🚨 Alerting pipelines (Alertmanager)
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* 📈 Operational dashboards (Grafana)
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> 🎯 **Goal:** Demonstrate enterprise-level observability practices across virtualization, Kubernetes, and self-hosted infrastructure.
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This isn't a demo. Prometheus is actively scraping targets. Grafana is displaying live data. The dashboards have been through real incidents and refined based on what actually matters during an outage.
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---
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## 🏗️ Environment Overview
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### Core Infrastructure
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| System | Purpose |
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| ------------------------ | ---------------------------------- |
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| 🖥️ Proxmox HA Cluster | Virtualization & high availability |
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| ☸️ K3s Cluster (12-node) | Container orchestration |
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| 💾 TrueNAS | Storage services |
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| 🌐 Nginx Proxy Manager | Reverse proxy & routing |
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| ☁️ Cloudflare | DNS, tunnels, external protection |
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| 📊 Grafana | Visualization dashboards |
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| 📡 Prometheus | Metrics collection |
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| 🚨 Alertmanager | Alert routing |
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---
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## 🚀 Quick Start
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### Prerequisites
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* Linux server or VM
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* Python 3 installed
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* Prometheus installed
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* Grafana installed
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* Network access to homelab systems
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---
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### Run Service Health Check
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```bash
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python3 scripts/service-health-check.py
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```
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---
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### Run Prometheus
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```bash
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prometheus --config.file=prometheus/prometheus.yml
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```
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---
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### Access Services
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* Prometheus: http://localhost:9090
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* Grafana: http://localhost:3000
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---
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## 📡 Monitored Systems
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| Target | Example Metrics |
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| ----------------------- | ------------------------------------ |
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| 🖥️ Proxmox Nodes | CPU, memory, storage, VM + HA status |
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| ☸️ K3s Nodes | Node readiness, resource usage |
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| 📦 Kubernetes Workloads | Pods, deployments, restarts |
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| 🌐 Network Services | Uptime, latency, TCP checks |
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| 💾 TrueNAS | Storage + service availability |
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| 🔀 Nginx Proxy Manager | Reverse proxy health |
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| 📊 Dashy / NOC | Dashboard availability |
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| 🎬 Jellyfin | Media service uptime |
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---
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## 🧩 Architecture
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## Architecture
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```mermaid
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flowchart TD
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A[Proxmox HA Cluster] --> P[Prometheus]
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B[12-Node K3s Cluster] --> P
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C[Node Exporters] --> P
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D[Service Health Checks] --> P
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E[Proxmox Exporter] --> P
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subgraph Sources["Metric Sources"]
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PVE[Proxmox HA Cluster<br/>6 Nodes]
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K3S[K3s Cluster<br/>12 Nodes]
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NODE[Node Exporter<br/>All Hosts]
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KSM[kube-state-metrics]
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WIN[Windows Exporter<br/>PrimeStation]
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BB[Blackbox Exporter<br/>HTTP/TCP Probes]
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TN[TrueNAS<br/>Graphite Exporter]
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UNI[UniFi / Unpoller<br/>Network Metrics]
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end
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P --> G[Grafana Dashboards]
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P --> AM[Alertmanager]
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subgraph Core["Observability Core"]
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PROM[Prometheus]
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AM[Alertmanager]
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end
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AM --> N[Email / Discord / Slack Alerts]
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G --> NOC[Ced's NOC Dashboard]
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subgraph Dashboards["Grafana Dashboards"]
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CMD[Production Command Center v3<br/>Executive NOC View]
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DEEP[Deep Observability v3<br/>Full Drill-Down]
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K3SD[K3s Elite Observability v1<br/>Kubernetes Focus]
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end
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subgraph Output["Operations"]
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NOC[Ced's NOC<br/>noc.chasedumphord.com]
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ALERT[Alert Notifications]
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end
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PVE & K3S & NODE & KSM & WIN & BB & TN & UNI --> PROM
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PROM --> AM
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PROM --> CMD & DEEP & K3SD
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CMD --> NOC
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AM --> ALERT
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```
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---
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## 📸 Dashboards
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### Infrastructure Overview
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Infrastructure Dashboard
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### K3s Cluster Dashboard
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K3s Dashboard
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### Proxmox HA Dashboard
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Proxmox Dashboard
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### Service Uptime Dashboard
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Services Dashboard
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---
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## ⚙️ Core Components
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### 📡 Prometheus
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Collects metrics from:
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* Kubernetes endpoints
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* Node exporters
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* Proxmox exporter
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* Custom health scripts
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* Static service targets
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---
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### 📊 Grafana
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Provides dashboards for:
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* Cluster health
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* Resource utilization
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* Storage trends
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* Service uptime
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* Alert visibility
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---
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### 🚨 Alertmanager
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Handles alerting for:
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* Node failures
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* High CPU / memory
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* Service outages
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* Pod crash loops
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* Proxmox HA issues
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---
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## 📁 Repo Structure
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```
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ceds-observability-stack/
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├── architecture/
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├── prometheus/
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├── grafana/
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├── exporters/
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├── alerting/
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├── scripts/
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└── docs/
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```
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---
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## 📸 Dashboard Preview
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* 🔹 Infrastructure Overview
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* 🔹 K3s Cluster Health
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* 🔹 Proxmox Cluster Status
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* 🔹 Service Uptime Dashboard
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---
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## 🚀 Deployment (High-Level)
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```bash
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# Clone repo
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git clone https://github.com/ced4568/ceds-observability-stack.git
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# Navigate to project
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cd ceds-observability-stack
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# Deploy Prometheus + exporters
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# (Add your actual deployment steps here)
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# Access Grafana
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http://<your-server-ip>:3000
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```
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---
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## 🎯 Project Roadmap
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### Phase 1 — Foundation
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* [x] Architecture design
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* [x] Repo structure
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* [ ] Prometheus base config
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* [ ] Grafana datasource
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### Phase 2 — Metrics Collection
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* [ ] Node exporter
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* [ ] K3s metrics
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* [ ] Proxmox exporter
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* [ ] Uptime checks
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### Phase 3 — Dashboards
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* [ ] Infrastructure dashboard
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* [ ] K3s dashboard
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* [ ] Proxmox dashboard
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* [ ] Service uptime dashboard
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### Phase 4 — Alerting
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* [ ] Alertmanager setup
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* [ ] Alert rules
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* [ ] Notification testing
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### Phase 5 — Portfolio Polish
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* [ ] Screenshots
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* [ ] Architecture diagrams
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* [ ] Setup guide
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* [ ] Troubleshooting docs
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---
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## 🧠 Skills Demonstrated
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* 📊 Infrastructure Monitoring
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* ☸️ Kubernetes Operations
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* 📡 Prometheus Configuration
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* 📈 Grafana Dashboarding
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* 🚨 Alert Engineering
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* 🐧 Linux Administration
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* 🖥️ Proxmox Virtualization
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* ⚙️ SRE Principles
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* 🏗️ Platform Engineering
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---
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## 🔗 Related Projects
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| Project | Purpose |
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| ----------------- | --------------------------------- |
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| Ced’s HomeLab | Full infrastructure ecosystem |
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| Ced’s NOC | Visualization + status dashboards |
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| Ced’s K3s HomeLab | Kubernetes architecture |
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| Ced’s APRS iGate | Networking + RF integration |
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---
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## 🔗 Integration
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This observability stack is part of a larger ecosystem:
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* Ced’s HomeLab → Infrastructure layer
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* Ced’s Observability Stack → Metrics + monitoring layer
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* Ced’s NOC → Visualization and operations layer
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Data flows from monitored systems into Prometheus, is visualized in Grafana, and feeds Ced’s NOC dashboard for real-time system visibility.
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---
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## 🧪 Verification
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To verify the system is working correctly:
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### Prometheus Targets
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* Navigate to: http://localhost:9090/targets
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* Confirm all targets show UP
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---
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### Node Exporter
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```bash
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curl http://<node-ip>:9100/metrics
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```
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---
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### Service Health Check
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|
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```bash
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python3 scripts/service-health-check.py
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```
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---
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### Grafana
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* Confirm dashboards display real-time metrics
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* Verify data source connection to Prometheus
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* Check for active alerts
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---
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### Alert Testing
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* Stop a service or node temporarily
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* Confirm alert triggers in Prometheus
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* Confirm alert appears in Grafana
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---
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## 📌 Status
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🟢 **Active Development**
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This project is continuously evolving as part of Ced’s HomeLab ecosystem and professional portfolio.
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---
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## 💡 Why This Project Matters
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This project simulates a production-style observability system used in modern infrastructure environments.
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It is designed to demonstrate how distributed systems are monitored, analyzed, and maintained in real-world engineering teams.
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Key capabilities include:
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* Monitoring a hybrid infrastructure environment (Proxmox HA + K3s cluster)
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* Collecting and visualizing system and service metrics
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* Tracking service availability and uptime
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* Detecting infrastructure and application-level failures
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* Supporting alert-driven operations
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* Integrating with a centralized NOC dashboard
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This project represents a shift from running infrastructure to actively operating and maintaining it using observability principles aligned with SRE and platform engineering practices.
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---
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## 🧠 Future Improvements
|
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|
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* Loki log aggregation
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* Tempo tracing
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* Cloudflare Access log ingestion
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* Automated remediation (self-healing infrastructure)
|
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* Grafana public demo dashboard
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* GitOps-based deployment (Argo CD / Flux)
|
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* Multi-cluster Kubernetes monitoring
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|
||||
---
|
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|
||||
## Current Deployment Status
|
||||
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Ced’s Observability Stack is now actively collecting live metrics from Ced’s HomeLab.
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||||
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Current working components:
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|
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- Prometheus metrics collection
|
||||
- Grafana dashboard visualization
|
||||
- Proxmox node exporter monitoring
|
||||
- K3s node exporter monitoring
|
||||
- kube-state-metrics for Kubernetes object state
|
||||
- Windows exporter for PrimeStation
|
||||
- Blackbox HTTP/TCP endpoint probing
|
||||
- TrueNAS Graphite exporter
|
||||
- UniFi exporter using Unpoller
|
||||
|
||||
Some Grafana panels are being refined as dashboard queries are aligned with available Prometheus metrics.
|
||||
|
||||
---
|
||||
|
||||
## Production Dashboards
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||||
|
||||
| Dashboard | Purpose |
|
||||
|---|---|
|
||||
| Ced's NOC - Production Command Center v3 | Stable executive NOC view for service availability, K3s, Proxmox, PrimeStation, and latency |
|
||||
| Ced's NOC - Deep Observability v3 | Full drill-down dashboard for Proxmox, K3s, services, UniFi, PrimeStation, and alerts |
|
||||
| Ced's K3s Elite Observability v1 | Dedicated K3s dashboard using node-exporter and kube-state-metrics |
|
||||
Three purpose-built dashboards serving different operational needs. All live at `grafana.cedshomelab.com`.
|
||||
|
||||
### Production Command Center v3
|
||||
|
||||
Executive NOC view for quick infrastructure status checks. Designed for portfolio demonstrations, interviews, and daily operational awareness.
|
||||
|
||||
|
||||
|
||||
**What it shows:**
|
||||
- NOC Health Score — single number representing overall infrastructure health
|
||||
- Core Services UP / DOWN counters
|
||||
- Average service latency with trend graph
|
||||
- PrimeStation online status
|
||||
- Core Service Availability (UP/DOWN)
|
||||
- Service Latency Trend over time
|
||||
- K3s Nodes Online / Proxmox Nodes Online
|
||||
- Per-service status tiles: TrueNAS, NPM, Jellyfin, Dashy, Home Assistant, Grafana, Prometheus, Proxmox UI
|
||||
|
||||
**Built for:** Portfolio presentations, interview demos, daily ops check
|
||||
|
||||
---
|
||||
|
||||
## Phase 3 Live Metrics Milestone
|
||||
### Deep Observability v3
|
||||
|
||||
- [x] Prometheus running
|
||||
- [x] Grafana connected to Prometheus
|
||||
Full drill-down dashboard for active troubleshooting and infrastructure analysis. Covers every layer of the stack in one view.
|
||||
|
||||
|
||||
|
||||
**What it shows:**
|
||||
- Prometheus target health summary
|
||||
- Proxmox HA cluster metrics — nodes, storage, VM status
|
||||
- K3s cluster health — nodes, pods, deployments
|
||||
- Windows/Network/Backup section — PrimeStation, UniFi, TrueNAS
|
||||
- HTTP/TCP probe results via Blackbox Exporter
|
||||
- HTTPS response time trends
|
||||
|
||||
**Built for:** Active incident response, performance analysis, infrastructure troubleshooting
|
||||
|
||||
---
|
||||
|
||||
### K3s Elite Observability v1
|
||||
|
||||
Focused Kubernetes dashboard using node-exporter and kube-state-metrics for deep cluster visibility.
|
||||
|
||||
|
||||
|
||||
**What it shows:**
|
||||
- Cluster Summary: Nodes Online, Nodes Ready, Pods Running, Pods Pending, Pods Failed, Restart count
|
||||
- Node CPU usage per node
|
||||
- Node Memory usage with historical trend
|
||||
- Pod Phase by Namespace
|
||||
- Container Restarts by Pod
|
||||
- Pods Not Running
|
||||
- Nodes Not Ready
|
||||
- Node Load average
|
||||
- Node Disk Usage
|
||||
|
||||
**Built for:** Kubernetes operations, cluster health monitoring, capacity planning
|
||||
|
||||
---
|
||||
|
||||
## Full Exporter Stack
|
||||
|
||||
Every metric source in the infrastructure is actively scraped by Prometheus.
|
||||
|
||||
| Exporter | Target | Metrics |
|
||||
|----------|--------|---------|
|
||||
| Node Exporter | All Proxmox + K3s nodes | CPU, RAM, disk, network per host |
|
||||
| kube-state-metrics | K3s cluster | Pod state, deployment health, replica counts |
|
||||
| Proxmox Exporter | Proxmox HA cluster | Node status, VM health, HA state |
|
||||
| Windows Exporter | PrimeStation | CPU, RAM, disk, network for main workstation |
|
||||
| Blackbox Exporter | HTTP/TCP endpoints | Service uptime, response time, probe results |
|
||||
| TrueNAS Graphite Exporter | TrueNAS | Storage pool health, dataset usage |
|
||||
| Unpoller (UniFi Exporter) | UniFi Dream Router | Network device metrics, client counts, throughput |
|
||||
| metrics-server | K3s | Real-time resource usage for kubectl top |
|
||||
|
||||
---
|
||||
|
||||
## Infrastructure Coverage
|
||||
|
||||
| System | Monitoring Status |
|
||||
|--------|------------------|
|
||||
| Proxmox HA Cluster (6 nodes) | ✅ Live — node exporter + Proxmox exporter |
|
||||
| K3s Cluster (12 nodes) | ✅ Live — node exporter + kube-state-metrics |
|
||||
| TrueNAS | ✅ Live — Graphite exporter |
|
||||
| Nginx Proxy Manager | ✅ Live — Blackbox HTTP probe |
|
||||
| Home Assistant | ✅ Live — Blackbox HTTP probe |
|
||||
| Dashy | ✅ Live — Blackbox HTTP probe |
|
||||
| Jellyfin | ✅ Live — Blackbox HTTP probe |
|
||||
| UniFi Dream Router | ✅ Live — Unpoller exporter |
|
||||
| PrimeStation (Windows) | ✅ Live — Windows exporter |
|
||||
| Grafana | ✅ Live — self-monitored |
|
||||
| Prometheus | ✅ Live — self-monitored |
|
||||
| Public endpoints | ✅ Live — Blackbox external probes |
|
||||
|
||||
---
|
||||
|
||||
## Repository Structure
|
||||
|
||||
```
|
||||
ceds-observability-stack/
|
||||
├── architecture/ # Architecture diagrams
|
||||
├── prometheus/
|
||||
│ └── prometheus.yml # Scrape configs and target definitions
|
||||
├── grafana/
|
||||
│ └── dashboards/ # Dashboard JSON exports
|
||||
├── exporters/ # Exporter configs (node, blackbox, unpoller)
|
||||
├── alerting/ # Alertmanager config and alert rules
|
||||
├── scripts/
|
||||
│ └── service-health-check.py
|
||||
└── docs/ # Setup guides and notes
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Quick Start
|
||||
|
||||
**Prerequisites:** Linux server or VM, Prometheus, Grafana, network access to homelab systems.
|
||||
|
||||
```bash
|
||||
# Run Prometheus with config
|
||||
prometheus --config.file=prometheus/prometheus.yml
|
||||
|
||||
# Verify targets are up
|
||||
# Navigate to: http://localhost:9090/targets
|
||||
|
||||
# Run service health check script
|
||||
python3 scripts/service-health-check.py
|
||||
```
|
||||
|
||||
**Access:**
|
||||
- Prometheus: `http://<server-ip>:9090`
|
||||
- Grafana: `http://<server-ip>:3000`
|
||||
- Live (external): `https://grafana.cedshomelab.com`
|
||||
|
||||
---
|
||||
|
||||
## Roadmap
|
||||
|
||||
### Completed
|
||||
- [x] Prometheus running and scraping all targets
|
||||
- [x] Grafana connected to Prometheus datasource
|
||||
- [x] Proxmox node exporters reporting
|
||||
- [x] K3s node exporters reporting
|
||||
- [x] K3s node exporters reporting across all 12 nodes
|
||||
- [x] kube-state-metrics installed and reporting
|
||||
- [x] Windows exporter reporting
|
||||
- [x] Blackbox Exporter repaired
|
||||
- [x] Internal HTTP probes working
|
||||
- [x] UniFi exporter installed
|
||||
- [x] Grafana dashboards receiving live data
|
||||
- [x] Windows Exporter on PrimeStation
|
||||
- [x] Blackbox Exporter — internal HTTP/TCP probing
|
||||
- [x] UniFi Exporter via Unpoller
|
||||
- [x] TrueNAS Graphite Exporter
|
||||
- [x] Production Command Center v3 — live
|
||||
- [x] Deep Observability v3 — live
|
||||
- [x] K3s Elite Observability v1 — live
|
||||
|
||||
### In Progress
|
||||
- [ ] Alertmanager alert rules library
|
||||
- [ ] Alert notification channels (email / Discord)
|
||||
- [ ] Loki log aggregation
|
||||
- [ ] Grafana public demo dashboard
|
||||
- [ ] Tempo distributed tracing
|
||||
- [ ] GitOps deployment via ArgoCD
|
||||
- [ ] Automated remediation (self-healing infrastructure)
|
||||
- [ ] Cloudflare Access log ingestion
|
||||
- [ ] Multi-cluster Kubernetes monitoring
|
||||
|
||||
---
|
||||
|
||||
## Related Projects
|
||||
|
||||
| Project | Role in Stack |
|
||||
|---------|--------------|
|
||||
| [ceds-homelab](https://github.com/ced4568/ceds-homelab) | Infrastructure layer — Proxmox, TrueNAS, networking |
|
||||
| [ced-k3s-homelab](https://github.com/ced4568/ced-k3s-homelab) | Orchestration layer — 12-node K3s cluster |
|
||||
| [ceds-aprs-igate](https://github.com/ced4568/ceds-aprs-igate) | Edge layer — RF ingestion nodes |
|
||||
| [ced-portfolio](https://github.com/ced4568/ced-portfolio) | Portfolio — chasedumphord.com |
|
||||
|
||||
---
|
||||
|
||||
## Author
|
||||
|
||||
**Chase Dumphord (Ced)**
|
||||
Digital Systems Engineer · GE Aerospace · Oxford, MS
|
||||
|
||||
[](https://chasedumphord.com)
|
||||
[](https://www.linkedin.com/in/chase-dumphord/)
|
||||
[](https://github.com/ced4568)
|
||||
[](https://grafana.cedshomelab.com)
|
||||
[](https://noc.chasedumphord.com)
|
||||
Reference in New Issue
Block a user