GitOps is a method for operating infrastructure and applications using Git as the single source of truth, with automated agents reconciling actual system state to match the desired state defined in Gi…
LiteLLM, a unified proxy for 100+ LLM providers, has been deployed on AWS EKS with GitOps via ArgoCD to handle 500-1000 requests per second. The production-grade system addresses multi-provider chaos,…
A developer transformed a simple web app called SystemCraft into a production-style platform by adopting Docker, Kubernetes, Helm, ArgoCD, Prometheus, and security scanning with Trivy. The project evo…
A team of 11 engineers deployed the Spring PetClinic microservices application on AWS EKS using production-grade tooling for a DMI DevOps Micro-Internship capstone project. The architecture comprised …
The article describes Hermes Agent as the first AI framework designed specifically for platform engineers, featuring a three-layer memory architecture that automatically builds "runbook libraries" by …
The article describes the author's work building NeuroScale, a self-service AI inference platform that manages complex Kubernetes infrastructure for deploying models like Gemma 4. The author explains …
The article describes the revival of NeuroScale, a broken MLOps platform that was abandoned in April 2026 after Backstage, ArgoCD, and KServe all failed. The author rebuilt it into a self-service AI i…
ArgoCD displayed a "Synced and Healthy" status for a Keycloak deployment, but authentication was silently broken across three services because an auto-sync had reverted the live realm configuration to…
The article describes migrating the Brewly Store coffee subscription platform from a traditional AWS EKS setup to an edge-first architecture using Cloudflare Workers and the Hono framework. The migrat…