21 articles
Complete MLOps guide for 2026: model versioning with MLflow, containerization, serving with FastAPI and Triton, monitoring, A/B testing, and CI/CD pipelines for ML models. Production patterns from top ML teams.
Master GitHub Actions in 2026: build CI/CD pipelines for Next.js, Node.js, and Python apps. Automated testing, Docker builds, deployments to AWS/Vercel, secrets management, and reusable workflows.
Master Kubernetes in 2026: deployments, services, ingress, ConfigMaps, secrets, HPA autoscaling, rolling updates, health checks, RBAC, and managed Kubernetes on AWS EKS, GKE, and AKS.
Design production CI/CD pipelines in 2026: test automation, staging environments, blue-green deployments, canary releases, rollback strategies, and deployment metrics. Complete workflow examples.
Learn Docker from scratch: installation, images, containers, registries, and production-ready practices.
Master Docker Compose for defining and running multi-container applications with version 3.8+ syntax.
Production-ready Docker practices: security, performance, monitoring, and operational excellence.
Optimize Dockerfiles for faster builds and smaller images using layer caching, multi-stage builds, and Alpine Linux.
Master Docker networking modes: bridge, host, overlay, and macvlan for single and multi-host setups.
Manage persistent data in Docker using volumes, bind mounts, and tmpfs. Backup and restore strategies.
Secure Docker deployments: image scanning, secrets management, user isolation, and runtime security.
Master multi-stage Docker builds to reduce image sizes by separating build and runtime stages.
Compare Docker and Podman: architecture, features, and when to choose each container runtime.
Automate Docker image building and pushing with GitHub Actions to registries.
Master Docker in 2026: multi-stage builds, Docker Compose, optimized Node.js and Python images, secrets management, health checks, and deploying containers to cloud platforms.
Design and build microservices in 2026: service decomposition, synchronous (REST/gRPC) vs async (message queues) communication, service discovery, API gateway, distributed tracing, and when NOT to use microservices.
Build secure containers with non-root users, distroless base images, multi-stage builds, and runtime security. Learn seccomp profiles, image scanning, SBOM generation.
Build minimal, secure, fast Docker images with multi-stage builds, distroless bases, BuildKit, and supply chain security via cosign and SBOM.
Deploy globally on Fly.io without managing Kubernetes. Zero-config deployment, multi-region, Machines API, and cost-effective Postgres hosting.
Use TestContainers to run real PostgreSQL, Redis, and Kafka in tests. Isolate data per test, parallelize safely, and catch integration bugs before production.
Docker eliminates the "it works on my machine" problem forever. In this guide, we'll learn Docker from scratch — containers, images, Dockerfiles, Docker Compose, and production best practices — with real-world examples for Node.js and Python apps.