How a monolithic prompt file evolved into a production AI Development Operating System. Real architecture for multi-agent software development: MCP standards, orchestration patterns, and the phases that actually matter.
When geopolitics enters the infrastructure layer, convenience without control becomes fragile. Real incidents, technical alternatives, and why sovereignty requires deliberate architecture.
How Team Mavericks at DevOps Den migrated 100+ GitLab projects behind the corporate firewall—complete with the challenges faced, lessons learned, and production-ready automation scripts that got them across the finish line
A practitioner’s guide to production-grade GitOps, automation, and Kubernetes migrations—from first install to managing 50+ applications across E2E, DigitalOcean, and AWS EKS clusters
A real-world journey with HashiCorp Vault, HA Raft, and multi-cluster secret injection, built from production lessons, not lab demos.
How a frustrating rebuild cycle turned into a ‘build once, deploy many’ model by challenging the status quo on frontend configuration.
There is a particular kind of disappointment that comes not from failure, but from betrayal. Not the dramatic kind. The quiet kind. The kind where something you trusted, something you built around, something you advocated for, simply changes the rules. That is what the Terraform licensing shift felt like. Not a catastrophe. Not an emergency. Just a slow, uncomfortable realization that the ground had moved beneath our feet. The Relationship We Had Terraform was not just a tool. It was an idea. ...
Container migration looks deceptively simple. The real challenge isn’t running docker run - it’s doing it the right way for enterprise-grade results.
How a forced Kubernetes migration exposed our deployment chaos and led us to embrace GitOps with ArgoCD as our single source of truth.
A security audit exposed access control gaps in our SaaS GitLab. Here’s how we migrated to self-hosted GitLab, integrated with our corporate IDAM, and took control of our DevOps destiny.