GitOps
What GitOps is, how it uses Git as the single source of truth for infrastructure and deployments, and practical implementation.
Kubernetes
GPU Pooling
Shared GPU infrastructure with intelligent scheduling: maximizing GPU utilization across teams, managing heterogeneous hardware, and …
Helm Chart
What Helm charts are, how they package Kubernetes deployments, and best practices for managing charts in production.
Istio
What Istio is, how it implements a service mesh on Kubernetes, and when the operational overhead is justified.
Knative - Serverless Platform for Kubernetes
Knative is an open-source platform that extends Kubernetes to provide serverless workload management with automatic scaling to zero and …
Kubeflow - Machine Learning Platform for Kubernetes
Kubeflow is an open-source machine learning platform that makes deploying, scaling, and managing ML workflows on Kubernetes simple and …
Kubernetes
What Kubernetes is, how it orchestrates containers at scale, and when to use EKS versus simpler alternatives.
Kubernetes vs ECS for AI Workloads
Comparing Kubernetes (EKS) and Amazon ECS for running AI training and inference workloads, covering GPU support, scaling, operations, and …
OpenFaaS - Serverless Functions Made Simple
OpenFaaS is an open-source framework for building and deploying serverless functions and microservices on Kubernetes and Docker Swarm.
Prometheus
What Prometheus is, how it collects and stores metrics, and how it fits into cloud-native monitoring stacks.
Sidecar Pattern
What the sidecar pattern is, how it extends service functionality without code changes, and common sidecar use cases.
Container Registry
What container registries are, how ECR, Docker Hub, Azure ACR, and GCP Artifact Registry compare, and patterns for AI workload container …