The Platform Engineering Tax in the AI Era
AI increases software output, but fragmented platform stacks can turn that speed into more verification work, integration work, and operational load.
Devops
Why Coding Agents Need a Production Harness, Not Just a Better Model
AI coding agents can write useful code, but production work still needs a harness: context, tests, runtime constraints, deployment safety, and clear ownership.
Taubyte vs Traditional Cloud Workflows: What Teams Actually Care About
A practical comparison of Taubyte and traditional cloud workflows through the lens of speed, ownership, cost clarity, and long-term operational simplicity.
Microservices: What Amazon Prime Video Learned the Hard Way
Amazon Prime Video cut costs by 90% by moving away from microservices back to a monolith.
NGINX: When Reverse Proxies Cost More Than They're Worth
NGINX sits between your users and your application. Before a single request reaches your code, NGINX is parsing configs, terminating SSL, rewriting URLs, and logging everything. All of this overhead. All of this complexity. The Ingress-NGINX controller is being retired in March 2026. About 50% of cloud-native setups depend on it. No more fixes. No more patches. Migrating means rewriting ingress configs across hundreds of services. Staying means increasing security risk. Pick your poison. ...
Kubernetes: The Orchestration Tax Most Teams Don't Need
Kubernetes was built to orchestrate Google’s global infrastructure. You are not Google. Terribly sorry. 82% of container users run Kubernetes in production. Most of them shouldn’t. The Control Plane Tax Before your application serves a single request, Kubernetes needs etcd chewing through 2-8 GB RAM per node. Then kube-apiserver, kube-scheduler, kube-controller-manager, kubelet (reserving 25% of node memory by default), CoreDNS, kube-proxy, and a CNI plugin. All of this before your code runs. ...