Automation

The quality-cost tradeoff in DevOps is real but misunderstood. Learn why cutting quality to reduce cost usually increases total cost, and how to find.

Ansible and Terraform solve different infrastructure problems. Learn when to use each, when to use both together, and how they complement each other.

Master Ansible inventory in INI and YAML formats. Learn host groups, variables, dynamic inventory plugins for AWS and Azure, and patterns for scaling.

Automate Docker installation on Ubuntu and RHEL with an Ansible playbook. Includes Compose plugin and post-install steps.

Start learning Ansible for free with hands-on examples. Master playbooks, inventory, modules, and roles to automate infrastructure.

Dagger lets you write CI/CD pipelines in real programming languages instead of YAML. Learn how Dagger works, how it compares to GitHub Actions.

Use Ansible as your Infrastructure as Code tool. Learn how playbooks define, version, and automate your entire infrastructure.

Practice Ansible with hands-on exercises. From basic playbooks to roles and Vault, build real automation skills step by step.

Pulumi lets you write infrastructure in TypeScript, Python, Go, or C# with full programming language features. Learn how Pulumi works, how it compares.

Tekton runs CI/CD pipelines as Kubernetes custom resources. Learn how Tekton works, how to build pipelines with Tasks and Pipelines, and when to choose it.

Argo Workflows runs complex DAG-based workflows on Kubernetes. Learn how to build multi-step pipelines for data processing, ML training, CI/CD.

Build a complete CI/CD pipeline from scratch with GitHub Actions. Lint, test, build, and deploy your application — fully automated on every push to your.

Renovate automatically creates pull requests for dependency updates across npm, pip, Docker, Terraform, and Helm. Learn how to configure Renovate for safe.

Kubebuilder scaffolds Kubernetes operators in Go. Learn how to create custom controllers, define CRDs, and build operators that automate complex application.

Atlantis automates Terraform plan and apply through pull request comments. Learn how to set up Atlantis for team-based infrastructure changes with automated.

Earthly combines Dockerfiles and Makefiles into reproducible, containerized builds. Learn how Earthly works, how to write Earthfiles, and when it replaces.

Use Makefiles as your DevOps command runner. Targets for Docker builds, Terraform plans, test suites, and developer onboarding.

Kyverno validates, mutates, and generates Kubernetes resources using YAML policies instead of Rego. Learn how to enforce security standards, set defaults.

Master Jinja2 templates in Ansible for dynamic configuration. Variables, filters, loops, conditionals, and real-world config file generation examples.

A beginner-friendly introduction to Ansible — what it is, how it works, and how to write your first playbook to automate server configuration.

Packer automates machine image creation for AWS AMIs, Azure images, Docker, and Vagrant. Learn how to build immutable infrastructure images with Packer.

Master Ansible inventory management with static and dynamic inventories, host groups, variables, patterns, and seamless cloud provider integration.

Master Linux cron jobs for scheduling. Crontab syntax, common patterns, error handling, output logging, and systemd timer alternatives.

Learn how to configure OpenClaw heartbeats for proactive monitoring — email checks, calendar alerts, weather updates, and more.

Argo Events triggers Kubernetes workflows from webhooks, message queues, S3 uploads, and cron schedules. Learn how to build event-driven automation pipelines.

Advanced GitHub Actions for CI/CD. Matrix builds, reusable workflows, dependency caching, artifacts, environments, and self-hosted runners.

Structure Ansible automation with roles for reusability. Directory layout, defaults, handlers, Galaxy integration, and testing with Molecule.

Essential Bash scripting skills for DevOps engineers. Variables, conditionals, loops, functions, error handling, and practical automation scripts for daily.

Schedule recurring tasks with OpenClaw cron — from daily summaries to weekly reports. Complete setup guide with practical examples.

Handle errors gracefully in Ansible playbooks. Learn ignore_errors, rescue blocks, retries, assertions, and proven recovery patterns for reliable automation.

Combine OpenClaw's AI agent with Ansible for intelligent infrastructure automation — writing playbooks, debugging tasks, and orchestrating deployments.

Woodpecker CI is a lightweight, container-native CI/CD system you can self-host. Learn how Woodpecker compares to Drone, GitHub Actions, and GitLab CI.

Python for DevOps automation. HTTP API clients, file processing, AWS boto3, subprocess management, and CLI tools for infrastructure.

Flux v2 uses GitOps Toolkit controllers for source management, Kustomize, Helm, and notifications. Learn how to structure a Flux GitOps repository.

Taskfile is a modern alternative to Makefiles for task automation. Learn how to use Task for build scripts, development workflows, and CI/CD tasks with YAML.

Use Ansible Galaxy to find, install, and manage reusable roles and collections. Learn requirements files, version pinning, and publishing your own content.

Kubernetes Operators for DevOps teams. CRDs, the controller pattern, popular community operators, and when to build your own.

Master Ansible handlers for triggered actions. Learn to restart services, flush handlers, use handler chains, and implement idempotent notification patterns.

Use Makefiles to streamline container workflows. Build, test, push, deploy targets with environment variables and CI integration.

Learn how agentic AI transforms DevOps workflows with autonomous agents that handle deployments, incident response, and infrastructure management.

Deploy and manage autonomous industrial systems with IIoT platforms, digital twins, predictive maintenance, and industrial DevOps practices.

Manage polyfunctional robot fleets with DevOps practices including software deployment, fleet orchestration, simulation testing, and edge computing.