Dow DevOps

Part 5: GitOps with ArgoCD

Building a Production-Grade Kubernetes Homelab - Part 5 of 8

Part 4: Distributed Storage with Rook-Ceph

Building a Production-Grade Kubernetes Homelab - Part 4 of 8

Part 3: Cilium CNI - Advanced Networking and Load Balancing

Building a Production-Grade Kubernetes Homelab - Part 3 of 8

Part 2: Bootstrapping Your Talos Cluster

Building a Production-Grade Kubernetes Homelab - Part 2 of 8

Part 1: Foundation - Why Talos Linux and Initial Planning

Building a Production-Grade Kubernetes Homelab - Part 1 of 8

The Mathematics of Maglev: An Analysis of Consistent Hashing in eBPF Load Balancers

Load balancing at scale requires more than engineering intuition. When Google introduced Maglev, they presented an elegant solution to a fundamental distributed systems problem. Today, this algorithm powers critical infrastructure through implementations like Cilium's eBPF-based load balancer.

Advanced Algebraic Analysis of Consistent Hashing: Theoretical Extensions to Maglev

While Maglev provides O(1) lookups with near-uniform load and low disruption, its mathematical structure invites deeper algebraic analysis. This article explores advanced theoretical perspectives on Maglev through the lens of group theory, Galois fields, and modern cryptography.

Deriving the Magic Numbers: Why Multi-Window Burn Rate Alerts Use 14.4× and 6×

If you've implemented SLO-based alerting, you've likely encountered these seemingly arbitrary numbers: burn rates of 14.4× and 6×, paired with windows of 1h/5m and 6h/30m respectively. The Google SRE Workbook presents these as proven values, but why these specific numbers? Where do they come from?

Longhorn → Ceph Migration Post-mortem: When Storage Systems Collide

"In production you don't rise to the level of your architecture... you fall to the level of your observability." My SigNoz dashboards went blood-red: Longhorn's instance-manager pods were thrashing in a tight restart loop, chewing through crash-backoff timers like popcorn. Within minutes I was

Building a Hybrid Cloud Mesh: Cilium, WireGuard, and Tailscale for Disaster-Resilient Kubernetes

When the power went out for the third time in two months, I realized I needed a better disaster recovery strategy. Cloud providers don't lose power, but they do charge by the minute. The solution? A hybrid mesh that runs on-premise by default but automatically bursts into the cloud during outages.