{"id":1529,"date":"2026-07-16T12:30:23","date_gmt":"2026-07-16T12:30:23","guid":{"rendered":"https:\/\/devopsschool.org\/blog\/?p=1529"},"modified":"2026-07-16T12:30:25","modified_gmt":"2026-07-16T12:30:25","slug":"build-and-track-devops-skills-with-projects-that-impress-recruiters","status":"publish","type":"post","link":"https:\/\/devopsschool.org\/blog\/build-and-track-devops-skills-with-projects-that-impress-recruiters\/","title":{"rendered":"Build and Track DevOps Skills with Projects That Impress Recruiters"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/devopsschool.org\/blog\/wp-content\/uploads\/2026\/07\/image-14.png\" alt=\"\" class=\"wp-image-1530\" srcset=\"https:\/\/devopsschool.org\/blog\/wp-content\/uploads\/2026\/07\/image-14.png 1024w, https:\/\/devopsschool.org\/blog\/wp-content\/uploads\/2026\/07\/image-14-300x168.png 300w, https:\/\/devopsschool.org\/blog\/wp-content\/uploads\/2026\/07\/image-14-768x429.png 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Introduction<\/h2>\n\n\n\n<p>Entering the world of DevOps can feel overwhelming, as many aspiring engineers spend months reading manuals and collecting certificates only to struggle when faced with a broken production pipeline or an infrastructure failure. Employers prioritize practical capability over theoretical knowledge, making project-based learning essential to bridging the gap between memorizing tool syntax and managing real-world architectural trade-offs. By building a structured portfolio of production-grade environments, you can systematically measure your technical growth, bypass traditional resume filters, and provide concrete proof of your readiness to handle enterprise-level challenges. To help professionals successfully navigate this transition, structured training platforms like <a href=\"https:\/\/www.devopsschool.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">DevOpsSchool<\/a> offer mentor-led, hands-on guidance designed to help you build, automate, and scale real-world systems from day one.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">What Does It Mean to Track DevOps Skills with Projects?<\/h2>\n\n\n\n<p>Tracking your DevOps skills with projects means moving away from passive checklists\u2014such as ticking off &#8220;learned Docker&#8221;\u2014and moving toward outcome-based milestones. It is the practice of evaluating your competency based on the functional systems you build, maintain, and troubleshoot.<\/p>\n\n\n\n<p>When you memorize tool syntax, your knowledge is fragile. If you only learn how to run basic commands like <code>docker run<\/code>, you have not yet faced the challenges of networking, volume persistence, or container security.<\/p>\n\n\n\n<p>When you track your skills through a project, you measure progress by how successfully you solve real integration challenges:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Theoretical Learning:<\/strong> Reading about how Jenkins works.<\/li>\n\n\n\n<li><strong>Project-Based Skill Tracking:<\/strong> Building a pipeline that pulls code from GitHub, runs automated unit tests, builds a Docker image, pushes it to a private registry, and deploys it to an environment only if all tests pass.<\/li>\n<\/ul>\n\n\n\n<p>By building that pipeline, you prove that you understand version control, artifact management, containerization, and continuous delivery in a single, cohesive workflow. You track your progress not by hours spent watching videos, but by the operational complexity you can successfully automate.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why Project-Based Learning Is Essential in DevOps<\/h2>\n\n\n\n<p>DevOps is not a single tool; it is a culture, a set of practices, and an integration of multiple engineering disciplines. Understanding how these pieces fit together requires practical experimentation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Practical Problem-Solving<\/h3>\n\n\n\n<p>In production environments, things rarely go as planned. Configurations drift, networks drop, permissions fail, and APIs change. Project-based learning forces you to face these errors early. Resolving a broken Kubernetes service routing issue teaches you more about networking than reading a dozen conceptual guides.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Confidence Building<\/h3>\n\n\n\n<p>There is a massive confidence gap between completing a step-by-step tutorial and building something from scratch. When you design your own architecture, solve your own bugs, and configure your own infrastructure, you develop the psychological confidence needed to handle real production environments.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Interview Preparation<\/h3>\n\n\n\n<p>During interviews, hiring managers quickly spot candidates who have only memorized answers. When asked how to troubleshoot a failing build, a project-trained engineer can speak from personal experience: <em>&#8220;When I faced this issue in my project, I analyzed the container logs, identified a resource limit conflict, and resolved it by configuring proper CPU and memory limits.&#8221;<\/em><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Portfolio Development<\/h3>\n\n\n\n<p>Your public Git repositories serve as your living resume. A portfolio containing clear architectural diagrams, clean Infrastructure as Code templates, and well-documented deployment scripts is highly convincing evidence of your expertise to a hiring team.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Core DevOps Skills to Track<\/h2>\n\n\n\n<p>To systematically build your expertise, you must understand the key technical domains of DevOps and how to demonstrate them through tangible achievements.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Skill Area<\/strong><\/td><td><strong>Example Projects<\/strong><\/td><td><strong>Success Indicators<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>Linux &amp; Scripting<\/strong><\/td><td>System health monitoring script; automated backup rotation tool.<\/td><td>Scripts run via Cron; handles errors gracefully; logs outputs to disk.<\/td><\/tr><tr><td><strong>Version Control<\/strong><\/td><td>Git branching strategy simulation; automated pre-commit hook validation.<\/td><td>No secrets committed; clean merge histories; automated linting on push.<\/td><\/tr><tr><td><strong>CI\/CD Pipelines<\/strong><\/td><td>Multi-stage Jenkins or GitHub Actions build\/test\/deploy workflow.<\/td><td>Automated test runs; zero-downtime rollouts; rollback on failure.<\/td><\/tr><tr><td><strong>Containerization<\/strong><\/td><td>Multi-stage Dockerfile optimization for a microservices app.<\/td><td>Minimal image sizes; non-root user execution; multi-container docker-compose setup.<\/td><\/tr><tr><td><strong>Orchestration<\/strong><\/td><td>High-availability Kubernetes deployment with ingress and auto-scaling.<\/td><td>Successful self-healing tests; HPA scaling under load; SSL termination.<\/td><\/tr><tr><td><strong>Infrastructure as Code<\/strong><\/td><td>Modular AWS or Azure infrastructure deployment using Terraform.<\/td><td>State file stored securely with locking; zero manual console changes; clean destroy.<\/td><\/tr><tr><td><strong>Monitoring &amp; SRE<\/strong><\/td><td>Prometheus, Grafana, and Alertmanager stack monitoring app health.<\/td><td>Real-time dashboards; alerting on high CPU\/error rates; log aggregation setup.<\/td><\/tr><tr><td><strong>DevSecOps<\/strong><\/td><td>Security scanning integrated into a build pipeline (Trivy, SonarQube).<\/td><td>Automated vulnerability block; secret detection; static code analysis reports.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Linux, Scripting &amp; Git<\/h3>\n\n\n\n<p>Linux is the foundation of the cloud. You must prove you can navigate the command line, manage file systems, configure user permissions, and automate tasks using Bash or Python. Combined with Git, these form the baseline skills of any automation engineer.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">CI\/CD, Containerization &amp; Orchestration<\/h3>\n\n\n\n<p>Continuous Integration and Continuous Deployment (CI\/CD) keep software moving. You must know how to package applications securely into Docker containers and manage those containers at scale using Kubernetes.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Infrastructure as Code (IaC) &amp; Cloud Platforms<\/h3>\n\n\n\n<p>Manual infrastructure setup is error-prone and does not scale. You need to demonstrate how to write, version, and deploy cloud resources dynamically using tools like Terraform or Ansible.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Creating a DevOps Learning Roadmap<\/h2>\n\n\n\n<p>Tracking your DevOps journey requires a structured roadmap that gradually increases in complexity. Trying to build a production-grade Kubernetes cluster on day one leads to frustration. Instead, follow a phased path.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#091;Phase 1: Beginner] ---&gt; &#091;Phase 2: Intermediate] ---&gt; &#091;Phase 3: Advanced]\n- Linux &amp; Git            - Docker &amp; CI\/CD Pipelines   - Kubernetes &amp; GitOps\n- Basic Scripting        - Infrastructure as Code     - DevSecOps &amp; SRE\n- Single App Hosting     - Centralized Monitoring     - Multi-Region Cloud\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">Phase 1: Beginner (Foundations)<\/h3>\n\n\n\n<p>Focus on learning the absolute essentials: operating systems, version control, and basic scripting. Learn to configure a local Linux environment, deploy simple virtual machines, and write scripts to automate repetitive system tasks.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Phase 2: Intermediate (Automation &amp; Containers)<\/h3>\n\n\n\n<p>Move into application packaging and delivery. Start containerizing applications, building automated build pipelines, deploying infrastructure programmatically, and setting up centralized dashboards to track system health.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Phase 3: Advanced (Orchestration, Security &amp; Scale)<\/h3>\n\n\n\n<p>Scale your projects to handle enterprise-level demands. This phase covers running containerized applications across resilient clusters, implementing strict security checks at every stage of development, automating deployments based on Git state, and designing high-availability architectures.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Beginner-Level DevOps Projects<\/h2>\n\n\n\n<p>These projects help you build and track your foundational skills. They focus on local environments, basic command-line utilities, and simple automation workflows.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Project 1: Automated System Health Monitor &amp; Backup Tool<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Concept:<\/strong> Create a Bash script that runs daily to inspect disk space, memory usage, and active system processes. If any metric exceeds a set threshold, it logs the event and sends an email notification. The script also compresses essential configuration directories and uploads them to a local backup folder with a timestamp.<\/li>\n\n\n\n<li><strong>Tools Used:<\/strong> Linux CLI, Bash scripting, Cron, systemd, mailutils.<\/li>\n\n\n\n<li><strong>Measurable Outcomes:<\/strong>\n<ul class=\"wp-block-list\">\n<li>Schedule the script to run automatically every midnight using a Cron job.<\/li>\n\n\n\n<li>Verify that older backups (older than 7 days) are automatically deleted to save disk space.<\/li>\n\n\n\n<li>Prove the script handles system resource spikes by triggering artificial loads and verifying the alerts.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Project 2: Multi-Branch Git Workflow &amp; Web Server Setup<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Concept:<\/strong> Host a static HTML\/CSS website on an Nginx web server. Set up a Git repository with local development and production branches to practice safe version control workflows.<\/li>\n\n\n\n<li><strong>Tools Used:<\/strong> Git, GitHub, Linux, Nginx, SSH.<\/li>\n\n\n\n<li><strong>Measurable Outcomes:<\/strong>\n<ul class=\"wp-block-list\">\n<li>Configure a remote Linux virtual machine and install Nginx.<\/li>\n\n\n\n<li>Set up Git hooks or a simple post-receive script that automatically updates the active Nginx web root folder when changes are pushed to the production branch.<\/li>\n\n\n\n<li>Resolve a simulated merge conflict cleanly without losing file changes.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Intermediate-Level DevOps Projects<\/h2>\n\n\n\n<p>At this stage, you integrate multiple systems together, focusing on cloud infrastructure, containerization, and continuous delivery pipelines.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>+------------------+     +-------------------+     +---------------------+\n|   GitHub Push    | --&gt; |  GitHub Actions   | --&gt; | Terraform Provisions|\n| (Code Committed) |     |  Builds Docker    |     |   Cloud VM &amp; App    |\n+------------------+     +-------------------+     +---------------------+\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">Project 1: Dockerized Microservices with Automated CI\/CD<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Concept:<\/strong> Take a simple web application (such as a Node.js frontend and a Python backend) and package them into lightweight Docker containers. Build a CI\/CD pipeline that triggers on every code commit to build and test these containers.<\/li>\n\n\n\n<li><strong>Tools Used:<\/strong> Docker, Docker Compose, GitHub Actions (or Jenkins), SonarQube, Docker Hub.<\/li>\n\n\n\n<li><strong>Measurable Outcomes:<\/strong>\n<ul class=\"wp-block-list\">\n<li>Optimize the Dockerfiles using multi-stage builds to reduce image sizes by at least 50%.<\/li>\n\n\n\n<li>Configure a CI\/CD pipeline that automatically lint-checks code, runs unit tests, builds the Docker images, and pushes them to Docker Hub only when all steps succeed.<\/li>\n\n\n\n<li>Run the entire multi-container application locally with a single command: <code>docker-compose up -d<\/code>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Project 2: Infrastructure-as-Code (IaC) Cloud Deployment<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Concept:<\/strong> Avoid manual cloud console configurations. Write reusable Terraform configuration files to provision a virtual machine, configure security groups, set up a virtual network, and deploy a web application.<\/li>\n\n\n\n<li><strong>Tools Used:<\/strong> Terraform, AWS (or Azure\/GCP), Ansible.<\/li>\n\n\n\n<li><strong>Measurable Outcomes:<\/strong>\n<ul class=\"wp-block-list\">\n<li>Store the Terraform state file securely in a remote cloud storage bucket with state locking configured.<\/li>\n\n\n\n<li>Use Ansible playbooks to automatically configure the virtual machine (installing dependencies and security patches) immediately after Terraform creates it.<\/li>\n\n\n\n<li>Demonstrate that the entire environment can be created with <code>terraform apply<\/code> and cleanly removed with <code>terraform destroy<\/code>.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Advanced DevOps Projects<\/h2>\n\n\n\n<p>Advanced projects focus on high-availability, scalability, continuous security, automated operations, and production-grade reliability.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Project 1: Production-Grade Kubernetes Cluster with GitOps &amp; Observability<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Concept:<\/strong> Deploy a microservices-based application on a Kubernetes cluster. Use GitOps principles to manage deployments, and set up comprehensive monitoring to track system health.<\/li>\n\n\n\n<li><strong>Tools Used:<\/strong> Kubernetes, Helm, ArgoCD, Prometheus, Grafana, AWS EKS.<\/li>\n\n\n\n<li><strong>Measurable Outcomes:<\/strong>\n<ul class=\"wp-block-list\">\n<li>Set up ArgoCD to watch a Git repository and automatically sync changes to the live Kubernetes cluster without manual intervention.<\/li>\n\n\n\n<li>Configure Kubernetes Horizontal Pod Autoscaling (HPA) to dynamically scale application replicas up and down based on CPU demand.<\/li>\n\n\n\n<li>Build a Grafana dashboard visualizing cluster memory, CPU, network traffic, and application error rates.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Project 2: DevSecOps Secure Pipeline Integration<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Concept:<\/strong> Build a continuous integration pipeline that prioritizes security checks at every stage, failing the build if vulnerabilities or secrets are detected.<\/li>\n\n\n\n<li><strong>Tools Used:<\/strong> GitLab CI (or Jenkins), Trivy, OWASP Dependency-Check, Gitleaks, SonarQube.<\/li>\n\n\n\n<li><strong>Measurable Outcomes:<\/strong>\n<ul class=\"wp-block-list\">\n<li>Prevent pipeline completion if any hardcoded API keys or passwords are found in the source code.<\/li>\n\n\n\n<li>Run container image vulnerability scans (Trivy) and automatically block the deployment if &#8220;High&#8221; or &#8220;Critical&#8221; vulnerabilities exist.<\/li>\n\n\n\n<li>Generate an automated security audit report on every pull request.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Building a DevOps Portfolio<\/h2>\n\n\n\n<p>Having functioning projects is only half the battle; you must showcase them effectively so that hiring managers and technical recruiters can easily evaluate your skills.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Structure Your GitHub Repositories<\/h3>\n\n\n\n<p>Your GitHub profile is your engineering portfolio. Avoid messy, unstructured directories filled with unnamed files. Every project should have its own dedicated repository with clean, organized folders.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Code Folder:<\/strong> Keep application code, Dockerfiles, and deployment scripts separated.<\/li>\n\n\n\n<li><strong>Infrastructure Folder:<\/strong> Group your Terraform modules or Ansible playbooks cleanly.<\/li>\n\n\n\n<li><strong>Configuration Folder:<\/strong> Keep environment configurations distinct from code.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Write Excellent Readme Files<\/h3>\n\n\n\n<p>A great repository with an empty or messy README file will be ignored. Your README should serve as your project\u2019s documentation:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The &#8220;What&#8221;:<\/strong> Explain what the project is, the problem it solves, and its architecture.<\/li>\n\n\n\n<li><strong>The &#8220;How&#8221;:<\/strong> Provide step-by-step instructions on how to run the project locally or deploy it to the cloud.<\/li>\n\n\n\n<li><strong>The &#8220;Why&#8221;:<\/strong> Explain your design decisions (e.g., <em>&#8220;I chose PostgreSQL over MySQL for this project because&#8230;&#8221;<\/em>).<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Include Architecture Diagrams<\/h3>\n\n\n\n<p>A picture is worth a thousand lines of code. Use free design tools like Draw.io, Mermaid.js, or Excalidraw to create clean, easy-to-understand architecture diagrams. Put these diagrams at the top of your README files to show that you understand system design and how different services communicate.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Measuring Progress with Skill Tracking<\/h2>\n\n\n\n<p>To ensure you are growing, you need an objective way to track your development. Use this self-assessment framework to evaluate your progress across different tools and concepts.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Skill \/ Domain<\/strong><\/td><td><strong>Beginner (Level 1)<\/strong><\/td><td><strong>Intermediate (Level 2)<\/strong><\/td><td><strong>Advanced (Level 3)<\/strong><\/td><td><strong>Concrete Portfolio Evidence<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>Linux Admin<\/strong><\/td><td>Can navigate files and manage system permissions.<\/td><td>Can write advanced Bash scripts and configure Cron jobs.<\/td><td>Can debug complex network issues and tune system performance.<\/td><td>Bash script repository automating system backups and alerts.<\/td><\/tr><tr><td><strong>CI\/CD<\/strong><\/td><td>Can build a basic manual pipeline.<\/td><td>Can configure multi-stage automated pipelines with testing.<\/td><td>Can deploy using canary\/blue-green strategies and automated rollbacks.<\/td><td>A production Jenkinsfile or GitHub Actions YAML with automated rollbacks.<\/td><\/tr><tr><td><strong>Containers<\/strong><\/td><td>Can write a simple Dockerfile and run containers.<\/td><td>Can use Docker Compose to link multi-container apps.<\/td><td>Can optimize multi-stage builds and secure container runtimes.<\/td><td>Optimized Dockerfiles showing drastic image size reductions.<\/td><\/tr><tr><td><strong>Orchestration<\/strong><\/td><td>Can run basic kubectl commands.<\/td><td>Can write Kubernetes YAML manifests for deployments and services.<\/td><td>Can configure Helm charts, ingress controllers, and auto-scaling.<\/td><td>Public repository containing custom Helm charts deployed via GitOps.<\/td><\/tr><tr><td><strong>IaC<\/strong><\/td><td>Can deploy basic cloud resources with hardcoded values.<\/td><td>Can write modular Terraform configurations with remote state.<\/td><td>Can manage multi-cloud environments with automated drift detection.<\/td><td>DRY (Don&#8217;t Repeat Yourself) Terraform modules stored on GitHub.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Real-World DevOps Project Workflow<\/h2>\n\n\n\n<p>When working in an enterprise environment, you do not build systems randomly. You follow a structured workflow designed to ensure code quality, reliability, and security. You should practice this exact lifecycle in your personal projects to build strong professional habits.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>&#091;1. Plan] ---&gt; &#091;2. Write Code\/IaC] ---&gt; &#091;3. Test &amp; Scan] ---&gt; &#091;4. Deploy] ---&gt; &#091;5. Monitor &amp; Review]\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">1. Planning and Architecture<\/h3>\n\n\n\n<p>Before writing a single line of code, define your objective. Write down the requirements, list the tools you will use, and sketch out a system design diagram showing how data will flow through your infrastructure.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Version Control and Branching<\/h3>\n\n\n\n<p>Create a repository on GitHub. Never commit directly to your main branch. Instead, create feature branches (e.g., <code>feature\/add-terraform-modules<\/code>), make your changes, and merge them back using Pull Requests (PRs).<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Automated Validation and Testing<\/h3>\n\n\n\n<p>Configure pre-commit hooks to check your code style and scan for secrets before you commit. When you open a Pull Request, trigger an automated CI pipeline to run unit tests, lint your Terraform files (<code>terraform fmt<\/code>), and verify Dockerfile safety.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. Deployment and Rollout<\/h3>\n\n\n\n<p>Automate your deployment phase. Use continuous delivery tools to deploy your changes to a staging or production environment. Ensure your deployment strategy is safe, allowing for easy updates and immediate rollbacks if something goes wrong.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. Monitoring, Logging, and Iteration<\/h3>\n\n\n\n<p>Once live, monitor the application. Collect log files and system metrics. Use this data to spot performance bottlenecks, optimize resource allocations, and plan your next set of improvements.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Essential Tools Every DevOps Learner Should Practice<\/h2>\n\n\n\n<p>While DevOps is about processes and culture, you still need to master the tools that power modern software delivery. Focus on learning how these core technologies integrate with one another.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Linux &amp; Git<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Role in Learning:<\/strong> These are your foundational tools. You will use Linux to host applications and run containers, while Git tracks every configuration change you make.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Jenkins &amp; GitHub Actions<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Role in Learning:<\/strong> These tools automate your workflows. They act as the central orchestrator that triggers testing, container builds, and deployments whenever code updates.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Docker &amp; Kubernetes<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Role in Learning:<\/strong> Docker packages your applications consistently so they run the same way on any machine. Kubernetes steps in to manage these containers at scale, ensuring they stay running and scale up when demand increases.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Terraform &amp; Ansible<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Role in Learning:<\/strong> Terraform is excellent at creating infrastructure (servers, networks, databases), while Ansible is ideal for configuring those servers once they are online.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Prometheus &amp; Grafana<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Role in Learning:<\/strong> These tools give you visibility. Prometheus collects health data from your servers and applications, while Grafana displays that data in clear, real-time dashboards.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Common Mistakes While Learning DevOps Through Projects<\/h2>\n\n\n\n<p>Avoid these common pitfalls to keep your learning structured, practical, and highly valuable to potential employers.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Copying Tutorials Word-for-Word:<\/strong> Simply copying and pasting code from a tutorial without understanding the &#8220;why&#8221; behind it creates a false sense of progress. Always try to modify the tutorial, add a new feature, or use a different cloud provider to test your actual understanding.<\/li>\n\n\n\n<li><strong>Building Incomplete Projects:<\/strong> A portfolio filled with ten half-finished projects is far less impressive than a portfolio with two fully completed, documented, and working projects. See your projects through to the end.<\/li>\n\n\n\n<li><strong>Ignoring Documentation:<\/strong> If your project code works but has no documentation, it is incomplete. Write clear, detailed README files so others can understand and run your work.<\/li>\n\n\n\n<li><strong>Skipping Troubleshooting:<\/strong> When you encounter an error, do not immediately delete the project and start over. Real learning happens when you dig into the logs, research the error, and fix the underlying issue.<\/li>\n\n\n\n<li><strong>Learning Advanced Tools Without Fundamentals:<\/strong> Do not try to learn Kubernetes if you do not understand basic networking, Linux administration, or Docker containers. Build your skills on top of a solid foundation.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Best Practices for Tracking DevOps Skills<\/h2>\n\n\n\n<p>To make the most of your project-based learning, adopt these systematic tracking habits.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Maintain a Learning Journal:<\/strong> Keep a simple notebook or markdown file documenting what you worked on, the challenges you faced, and how you solved them. This journal is a fantastic resource when preparing for job interviews.<\/li>\n\n\n\n<li><strong>Track Milestones, Not Just Hours:<\/strong> Instead of tracking how many hours you studied, track what you actually built. Celebrate completing milestones like: <em>&#8220;Today I successfully automated my cloud database backups.&#8221;<\/em><\/li>\n\n\n\n<li><strong>Build with Increasing Complexity:<\/strong> Start simple. Once you have a basic project working, add a new layer. If you have a working Docker container, try deploying it to Kubernetes. If you have a Kubernetes deployment, try adding automated monitoring.<\/li>\n\n\n\n<li><strong>Seek Feedback from Mentors:<\/strong> Share your project repositories and architecture diagrams with experienced engineers, communities, or mentors. A quick code review can highlight areas for optimization that you might have missed.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Certifications vs. Hands-On Projects<\/h2>\n\n\n\n<p>Both certifications and practical projects have value, but they serve very different purposes in your career development.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Comparison Feature<\/strong><\/td><td><strong>Professional Certifications<\/strong><\/td><td><strong>Hands-On Portfolio Projects<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>Knowledge Validation<\/strong><\/td><td>Confirms you understand theoretical concepts and tool syntax.<\/td><td>Proves you can apply tools to solve real engineering problems.<\/td><\/tr><tr><td><strong>Practical Experience<\/strong><\/td><td>Limited; multi-choice exams do not test real-world troubleshooting.<\/td><td>High; simulates actual on-the-job challenges and failures.<\/td><\/tr><tr><td><strong>Interview Value<\/strong><\/td><td>Helps your resume get past initial automated HR filters.<\/td><td>Provides concrete talking points during deep technical interviews.<\/td><\/tr><tr><td><strong>Portfolio Impact<\/strong><\/td><td>Appears as a badge or logo on your resume.<\/td><td>Appears as functional code and running applications on GitHub.<\/td><\/tr><tr><td><strong>Problem-Solving Skills<\/strong><\/td><td>Focuses on finding correct answers under exam conditions.<\/td><td>Teaches you how to research, debug, and fix complex errors.<\/td><\/tr><tr><td><strong>Career Readiness<\/strong><\/td><td>Shows commitment to learning.<\/td><td>Proves you are ready to contribute to a engineering team on day one.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>While a certification can help your resume get noticed, it is your hands-on projects that will ultimately help you pass the technical interview and secure the job.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Popular Project Ideas for Every DevOps Skill<\/h2>\n\n\n\n<p>Use this curated list of project ideas to target specific skills you want to develop and showcase in your portfolio.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Project Description<\/strong><\/td><td><strong>Primary Skills Learned<\/strong><\/td><td><strong>Difficulty Level<\/strong><\/td><td><strong>Portfolio Value<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>Zero-Downtime Pipeline<\/strong><\/td><td>Blue-Green deployments, Jenkins, AWS Route53.<\/td><td>Intermediate<\/td><td>High<\/td><\/tr><tr><td><strong>Multi-Stage Docker Optimization<\/strong><\/td><td>Docker, security best practices, image reduction.<\/td><td>Beginner<\/td><td>Medium<\/td><\/tr><tr><td><strong>Automated Kubernetes Scale-Up<\/strong><\/td><td>Kubernetes, HPA, Prometheus, load testing.<\/td><td>Advanced<\/td><td>High<\/td><\/tr><tr><td><strong>Secure Multi-Tier Cloud VPC<\/strong><\/td><td>Terraform, VPC networking, cloud security, AWS.<\/td><td>Intermediate<\/td><td>High<\/td><\/tr><tr><td><strong>Automated Log Aggregation Stack<\/strong><\/td><td>ELK Stack \/ Loki, log parsing, system administration.<\/td><td>Intermediate<\/td><td>Medium<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">CI\/CD Projects<\/h3>\n\n\n\n<p>Build a delivery pipeline that automatically deploys a web application to a staging environment, runs automated integration tests, and asks for manual approval before deploying to production.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Docker Projects<\/h3>\n\n\n\n<p>Take an existing, unoptimized legacy application and rewrite its deployment configuration. Convert it into a secure, multi-stage Docker image, running as a non-root user with minimal dependencies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Kubernetes Projects<\/h3>\n\n\n\n<p>Set up a local or cloud-based Kubernetes cluster. Deploy a microservices application using Helm, configure an Ingress Controller to route external web traffic, and set up horizontal pod autoscaling to handle traffic spikes.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Cloud &amp; Infrastructure as Code Projects<\/h3>\n\n\n\n<p>Write reusable Terraform modules to deploy a highly available web application architecture across multiple availability zones, complete with load balancers, private subnets, and an autoscaling group.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Monitoring &amp; SRE Projects<\/h3>\n\n\n\n<p>Deploy Prometheus and Grafana to monitor a web application. Configure custom metric alerts to send slack notifications or emails whenever response times exceed acceptable thresholds.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Industries That Value Practical DevOps Skills<\/h2>\n\n\n\n<p>DevOps is no longer exclusive to tech startups. Almost every major industry relies on DevOps practices to deliver software faster, more securely, and at scale.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Banking &amp; Finance:<\/strong> Financial institutions rely heavily on DevSecOps to ensure that security checks, compliance audits, and vulnerability scanning are fully integrated into their automated deployment pipelines.<\/li>\n\n\n\n<li><strong>Healthcare:<\/strong> Healthcare platforms require high availability, absolute data privacy, and zero-downtime deployments. They value engineers who can build secure, resilient, and fully auditable cloud architectures.<\/li>\n\n\n\n<li><strong>SaaS (Software as a Service):<\/strong> SaaS companies must roll out new features rapidly to stay competitive. They look for professionals skilled in continuous delivery, GitOps, and platform engineering to keep their release cycles fast and reliable.<\/li>\n\n\n\n<li><strong>E-Commerce:<\/strong> E-commerce websites experience massive traffic spikes during seasonal sales. They need specialists who understand automated scaling, cloud-native load balancing, and real-time monitoring to prevent costly downtime.<\/li>\n\n\n\n<li><strong>Telecommunications:<\/strong> Telecom networks manage vast amounts of data and complex microservices. They require engineers who can build highly resilient, containerized environments that can handle massive scale.<\/li>\n\n\n\n<li><strong>Manufacturing &amp; Logistics:<\/strong> Industrial operations use DevOps practices to automate system deployments, manage edge computing devices, and coordinate software updates across global supply chains.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Career Opportunities<\/h2>\n\n\n\n<p>Developing and tracking your skills through hands-on projects prepares you for several highly in-demand, well-paying engineering roles.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">DevOps Engineer<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Skills Required:<\/strong> CI\/CD design, containerization, Infrastructure as Code, basic scripting, cloud management.<\/li>\n\n\n\n<li><strong>Industry Demand:<\/strong> Extremely high across almost all sectors.<\/li>\n\n\n\n<li><strong>Salary &amp; Growth:<\/strong> Offers excellent compensation with clear progression pathways into senior and architectural roles.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Cloud Engineer<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Skills Required:<\/strong> Deep knowledge of cloud platforms (AWS, Azure, or GCP), cloud security, networking, and Terraform.<\/li>\n\n\n\n<li><strong>Industry Demand:<\/strong> Strong as organizations continue to migrate their legacy systems to the cloud.<\/li>\n\n\n\n<li><strong>Salary &amp; Growth:<\/strong> High earning potential as companies prioritize optimizing their cloud spend and infrastructure design.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Platform Engineer<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Skills Required:<\/strong> Designing Internal Developer Platforms (IDPs), Kubernetes, automation scripting, improving developer experience.<\/li>\n\n\n\n<li><strong>Industry Demand:<\/strong> Growing rapidly as large organizations look to simplify workflows for their internal development teams.<\/li>\n\n\n\n<li><strong>Salary &amp; Growth:<\/strong> A highly specialized role with premium compensation packages.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Site Reliability Engineer (SRE)<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Skills Required:<\/strong> Software engineering, system monitoring, incident response, performance tuning, and post-mortem analysis.<\/li>\n\n\n\n<li><strong>Industry Demand:<\/strong> High among enterprise companies where system downtime directly impacts revenue.<\/li>\n\n\n\n<li><strong>Salary &amp; Growth:<\/strong> One of the highest-paying tracks in the IT industry, prioritizing system stability and automation.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Certifications &amp; Learning Paths<\/h2>\n\n\n\n<p>If you choose to pursue certifications alongside your hands-on projects, align them with your career goals and skill level.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>Certification Name<\/strong><\/td><td><strong>Best For<\/strong><\/td><td><strong>Skill Level<\/strong><\/td><td><strong>Core Focus Area<\/strong><\/td><\/tr><\/thead><tbody><tr><td><strong>AWS Certified SysOps Administrator<\/strong><\/td><td>Cloud administration<\/td><td>Intermediate<\/td><td>AWS cloud operations, deployment, and management.<\/td><\/tr><tr><td><strong>Certified Kubernetes Administrator (CKA)<\/strong><\/td><td>Container orchestration<\/td><td>Advanced<\/td><td>Kubernetes cluster setup, maintenance, and troubleshooting.<\/td><\/tr><tr><td><strong>HashiCorp Certified: Terraform Associate<\/strong><\/td><td>Infrastructure as Code<\/td><td>Intermediate<\/td><td>Declarative cloud resource provisioning with Terraform.<\/td><\/tr><tr><td><strong>Red Hat Certified System Administrator (RHCSA)<\/strong><\/td><td>Operating system fundamentals<\/td><td>Beginner<\/td><td>Core Linux administration, storage, and networking.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>To help you navigate these technologies and prepare for both certifications and real-world roles, <a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/www.devopsschool.com\/\">DevOpsSchool<\/a> offers comprehensive, project-driven training programs. These structured paths ensure you spend less time guessing what to learn and more time building functional, production-ready systems.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Common Beginner Mistakes Checklist<\/h2>\n\n\n\n<p>Use this quick checklist to keep your learning projects on track and avoid common setup mistakes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Are you planning your architecture before writing code?<\/strong> (Avoid diving straight into configurations without a plan).<\/li>\n\n\n\n<li><strong>Is your project well-documented?<\/strong> (Make sure your README explains how to deploy the project from scratch).<\/li>\n\n\n\n<li><strong>Are your Linux fundamentals solid?<\/strong> (Ensure you understand file permissions, process management, and basic networking).<\/li>\n\n\n\n<li><strong>Are you using Git properly?<\/strong> (Avoid committing code directly to the main branch; use feature branches and descriptive commit messages).<\/li>\n\n\n\n<li><strong>Are you running your tests in production-like environments?<\/strong> (Do not deploy applications manually; use automated pipelines).<\/li>\n\n\n\n<li><strong>Are you keeping secrets safe?<\/strong> (Never commit API keys, passwords, or cloud credentials to your repositories).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Future of Project-Based DevOps Learning<\/h2>\n\n\n\n<p>The DevOps field continues to evolve rapidly. As you build your learning projects, keep these emerging trends in mind to ensure your skills remain highly relevant.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI-Assisted Operations<\/h3>\n\n\n\n<p>AI tools are increasingly helping engineers write code, debug configurations, and draft documentation. Future DevOps professionals should focus on learning how to guide, validate, and integrate AI-generated configurations safely into their deployment workflows.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">GitOps-Driven Deployments<\/h3>\n\n\n\n<p>Traditional push-based deployment models are shifting toward declarative, pull-based GitOps workflows. Learning how to manage cluster configurations using Git as the single source of truth is becoming a core requirement for modern engineering teams.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Platform Engineering<\/h3>\n\n\n\n<p>Organizations are moving away from expecting every developer to master complex cloud tools. Instead, they are building Internal Developer Platforms (IDPs). Knowing how to construct self-service portals and automated templates for developers is a highly valuable skill.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Shift-Left Security (DevSecOps)<\/h3>\n\n\n\n<p>Security is no longer an afterthought. Modern pipelines must integrate vulnerability scanning, compliance checks, and secret detection directly into the early stages of development, making security automation a highly requested capability.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">FAQs (15 Questions)<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Why are DevOps projects important?<\/h3>\n\n\n\n<p>Projects are important because they prove you can apply theoretical knowledge to solve real-world problems. They show employers you can integrate different tools, debug complex system errors, and build working production environments.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. How do I track my DevOps skills?<\/h3>\n\n\n\n<p>You can track your skills by focusing on outcome-based milestones. Instead of checking off a tool name, track your capability by the complexity of the systems you build, document, and successfully run on GitHub.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. What projects should beginners build?<\/h3>\n\n\n\n<p>Beginners should start with foundational tasks: shell scripting to automate system backups, deploying local virtual machines, setting up simple web servers like Nginx, and managing code versioning using Git.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. Do employers prefer projects over certifications?<\/h3>\n\n\n\n<p>Most employers value hands-on projects and practical experience far more than certifications alone. A certificate shows you can pass an exam; a functional project portfolio proves you can do the actual job.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. How many projects should I include in my portfolio?<\/h3>\n\n\n\n<p>Aim for 2 to 4 high-quality, fully documented projects rather than dozens of incomplete ones. A few polished, production-grade repositories are much more impressive than many unfinished folders.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">6. Which tools should I master first?<\/h3>\n\n\n\n<p>Start with Linux fundamentals, Git for version control, and basic Bash or Python scripting. Once you have mastered these core skills, progress to containerization with Docker and automation with CI\/CD tools.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7. Can I learn DevOps without real projects?<\/h3>\n\n\n\n<p>No. DevOps is a highly practical field. Without building, configuring, and troubleshooting actual systems, you will struggle to understand how different technologies integrate and behave under load.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">8. How do I showcase my DevOps portfolio?<\/h3>\n\n\n\n<p>Showcase your portfolio by hosting your code on GitHub. Write clear README files, include clean system architecture diagrams, explain your design choices, and provide step-by-step instructions so others can run your work.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">9. What is GitOps, and should I include it in my projects?<\/h3>\n\n\n\n<p>GitOps is a practice where Git is used as the single source of truth for your infrastructure configurations. Including a GitOps tool like ArgoCD in your Kubernetes projects shows you understand modern continuous delivery methods.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">10. How do I practice cloud computing without spending too much money?<\/h3>\n\n\n\n<p>Use the free tier options provided by major cloud platforms like AWS, Azure, or GCP. Always set up billing alerts immediately, and use Infrastructure as Code tools like Terraform to easily tear down your resources when you finish practicing.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">11. What is the role of scripting in DevOps?<\/h3>\n\n\n\n<p>Scripting allows you to automate repetitive tasks, glue different systems together, parse log files, and configure server environments without manual intervention.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">12. How do I add security to my DevOps projects?<\/h3>\n\n\n\n<p>You can practice DevSecOps by adding automated security scanning tools (like Trivy for container images or Gitleaks for finding exposed passwords) directly into your CI\/CD pipelines.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">13. What is the difference between CI and CD?<\/h3>\n\n\n\n<p>Continuous Integration (CI) focuses on automatically building, linting, and testing code whenever changes are committed. Continuous Delivery\/Deployment (CD) automates pushing those verified changes directly to your hosting environments.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">14. Why is monitoring important in a learning project?<\/h3>\n\n\n\n<p>Monitoring shows you understand the operational side of software. It proves you know how to track system health, gather performance metrics, and respond to issues before they affect users.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">15. How does DevOpsSchool help in project-based learning?<\/h3>\n\n\n\n<p><a target=\"_blank\" rel=\"noreferrer noopener\" href=\"https:\/\/www.devopsschool.com\/\">DevOpsSchool<\/a> provides structured, mentor-led courses that focus heavily on practical implementations, hands-on labs, and real-world capstone projects designed to help you build a professional portfolio.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Final Thoughts<\/h2>\n\n\n\n<p>At its core, DevOps is a highly practical discipline. You cannot master it by reading manuals alone. Every production-grade system you automate, every broken configuration you troubleshoot, and every deploy pipeline you build increases your capability and confidence.<\/p>\n\n\n\n<p>Do not worry about memorizing every single command or tool option. Focus instead on understanding the underlying patterns of automation, reliability, security, and scalability. A clean, well-documented portfolio that shows you can build stable, automated environments is far more valuable to a hiring manager than a list of tools on a resume. Start small, build consistently, and document your journey.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction Entering the world of DevOps can feel overwhelming, as many aspiring engineers spend months reading manuals and collecting certificates only to struggle when faced with a broken production pipeline&hellip;<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1529","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/posts\/1529","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/comments?post=1529"}],"version-history":[{"count":1,"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/posts\/1529\/revisions"}],"predecessor-version":[{"id":1531,"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/posts\/1529\/revisions\/1531"}],"wp:attachment":[{"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/media?parent=1529"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/categories?post=1529"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devopsschool.org\/blog\/wp-json\/wp\/v2\/tags?post=1529"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}