AI agents for DevOps should be treated as planners, not executors, to prevent catastrophic errors from natural-language commands, according to a proposed governance-first architecture. The approach se…
Anway, an open-source platform that connects DevOps tools including GitHub, Datadog, Linear, Kubernetes, Loki, Prometheus, Jira, ArgoCD, PagerDuty, and Terraform into a single intelligence surface, is…
Anthropic's Model Context Protocol (MCP), an open standard for connecting AI assistants to tools and data, has surpassed 97 million monthly SDK downloads and 81,000 GitHub stars as of early 2026. Supp…
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…