Self-hosted CI/CD

Self-Hosted CI/CD: Running GitHub Actions Runners on k3s

TL;DR Running self-hosted GitHub Actions runners on the same k3s cluster they deploy to is a powerful pattern. GitHub Actions Runner Controller (ARC) manages runner pods as Kubernetes resources, scaling them based on workflow demand. This post covers the full setup, the RBAC model that makes it work, and every gotcha I encountered. Why Self-Hosted Runners? GitHub-hosted runners are convenient but have limitations: Cost: Free tier gives 2,000 minutes/month. With 5+ repositories doing multiple deploys per day, that burns fast. Speed: GitHub-hosted runners are shared infrastructure. Cold starts take 20-30 seconds, and you are competing with other users. Access: GitHub-hosted runners cannot reach my private cluster network. Every deployment would need a VPN or tunnel. Control: I want to install whatever tools I need (kubectl, helm, terraform, ansible) without Docker layer caching tricks. Self-hosted runners solve all of these: they run inside the cluster, have direct network access to all services, pre-configured tools, and no usage limits. ...

February 12, 2026 · 6 min · zolty
Digital Signage deployment

Migrating a Full-Stack App to Kubernetes: Digital Signage on k3s

TL;DR Today I migrated Digital Signage — an Angular SPA backed by 7 Flask microservices, an MQTT broker, and PostgreSQL — from a development environment to the k3s cluster. This is the most complex application on the cluster so far, and deploying it taught me a lot about managing multi-service applications in Kubernetes. The Application Digital Signage started as a side project back in May 2025, designed to drive informational displays on Raspberry Pi kiosk devices. It evolved over the months into a surprisingly complex system: ...

February 11, 2026 · 5 min · zolty
Home Assistant and Proxmox monitoring

Home Assistant on Kubernetes and Building a Proxmox Watchdog

TL;DR Home Assistant runs on k3s using hostNetwork: true for mDNS/SSDP device discovery. I implemented split DNS routing so it is accessible both externally via Traefik and internally via its host IP. Then I built a Proxmox Watchdog — a custom service that monitors all Proxmox hosts via their API and automatically power-cycles unresponsive nodes using TP-Link Kasa HS300 smart power strips. ...

February 10, 2026 · 5 min · zolty
First application deployments

Deploying First Applications: From Zero to Production in 24 Hours

TL;DR Day two of the cluster was a marathon. I deployed two full-stack applications (Cardboard TCG tracker and Trade Bot), set up PostgreSQL with Longhorn persistent storage, created a cluster dashboard, configured Prometheus service monitors, built a dev workspace for remote SSH, and scaled the ARC runners. By the end, the cluster was running real workloads and I had a proper development workflow. The Deployment Pattern Before diving into the applications, I established a consistent deployment pattern that every service follows: ...

February 9, 2026 · 6 min · zolty
Cluster bootstrapping

Day One: Bootstrapping a k3s Cluster with Terraform and Ansible

TL;DR Today was cluster genesis. Starting from 3 bare Proxmox hosts, I built the entire infrastructure-as-code pipeline: Terraform to provision VMs from cloud-init templates, Ansible to configure and bootstrap k3s, and a full GitOps deployment model with SOPS-encrypted secrets and S3-backed Terraform state. By end of day: 3 server nodes, 3 agent nodes, cert-manager with Route53 DNS-01 validation, and self-hosted GitHub Actions runners on the cluster itself. The Architecture The design goal was simple: everything as code, nothing manual, everything reproducible. ...

February 8, 2026 · 6 min · zolty
Homelab hardware selection

Choosing the Hardware: Why I Went with Lenovo M920q for My Homelab

TL;DR After researching rack servers, NUCs, and mini PCs, I settled on the Lenovo ThinkCentre M920q as my homelab node of choice. At roughly $100-150 used, each unit packs an Intel 8th-gen Coffee Lake CPU, supports up to 64GB DDR4, has an NVMe slot, and sips around 15-25W. Three of these running Proxmox VE give me a proper HA cluster without the noise, heat, or power bill of traditional rack gear. ...

February 7, 2026 · 5 min · zolty
zolty.systems blog

Welcome to zolty.systems

TL;DR This is zolty.systems – a technical blog about building and running a production-grade Kubernetes homelab. Expect deep dives into k3s, Proxmox, networking, monitoring, CI/CD, and all the things that break along the way. Why Another Homelab Blog? Because every homelab is different, and every failure teaches something new. I’ve been running a multi-node k3s cluster on repurposed mini PCs for a while now. What started as a “let me just run a few containers” experiment has evolved into a full production-grade platform with: ...

February 21, 2025 · 2 min · zolty

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