{"id":17321,"date":"2024-08-02T12:05:21","date_gmt":"2024-08-02T06:35:21","guid":{"rendered":"https:\/\/www.h2kinfosys.com\/blog\/?p=17321"},"modified":"2025-10-30T08:59:13","modified_gmt":"2025-10-30T12:59:13","slug":"ci-cd-interview-questions","status":"publish","type":"post","link":"https:\/\/www.h2kinfosys.com\/blog\/ci-cd-interview-questions\/","title":{"rendered":"CI\/CD Interview Questions"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Introduction: Why CI\/CD Knowledge Defines Modern DevOps Success<\/strong><\/h2>\n\n\n\n<p>Continuous Integration (CI) and Continuous Deployment (CD) are the beating heart of DevOps.<br>When you walk into an interview, recruiters expect not just textbook definitions but a deep understanding of real-world pipelines, automation tools, and problem-solving. That\u2019s why mastering CI\/CD Interview Questions gives you a huge edge.<\/p>\n\n\n\n<p>Whether you\u2019re a fresher learning through DevOps training online or a professional advancing with <a href=\"https:\/\/www.h2kinfosys.com\/courses\/aws-devops-devsecops-training-program\/\">DevOps with AWS training<\/a>, this blog breaks down the most frequently asked questions, complete with explanations, examples, and practical insights.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. What Is CI\/CD and Why Is It Important?<\/strong><\/h2>\n\n\n\n<p>Interviewers start with fundamentals to check your clarity.<br>CI\/CD stands for Continuous Integration and Continuous Deployment (or Delivery).<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Continuous Integration (CI):<\/strong> Developers frequently merge code into a shared repository. Automated builds and tests validate every change.<\/li>\n\n\n\n<li><strong>Continuous Deployment (CD):<\/strong> Code changes automatically deploy to production once they pass all tests.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Sample Answer for CI\/CD Interview Questions<\/strong><\/h3>\n\n\n\n<p>CI\/CD automates the software delivery pipeline, ensuring code is tested, built, and deployed faster. This minimizes manual errors and accelerates release cycles.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Industry Insight<\/strong><\/h3>\n\n\n\n<p>According to the 2024 State of DevOps Report, teams adopting full CI\/CD pipelines release software 208 times faster with 3 \u00d7 lower failure rates.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2. Explain the Difference Between Continuous Integration, Continuous Delivery, and Continuous Deployment<\/strong><\/h2>\n\n\n\n<p>This is among the most common CI\/CD Interview Questions because it tests conceptual clarity.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Stage<\/th><th>Definition<\/th><th>Automation Level<\/th><\/tr><\/thead><tbody><tr><td><strong>Continuous Integration<\/strong><\/td><td>Frequent code integration &amp; automated testing<\/td><td>Build &amp; test automated<\/td><\/tr><tr><td><strong>Continuous Delivery<\/strong><\/td><td>Code automatically prepared for release<\/td><td>Manual trigger for deployment<\/td><\/tr><tr><td><strong>Continuous Deployment<\/strong><\/td><td>Fully automated pipeline including production deploy<\/td><td>100 % automated<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><strong>Example:<\/strong><br>A DevOps engineer course often includes hands-on labs where learners use Jenkins or GitHub Actions to configure such pipelines from scratch.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3. What Are the Core Benefits of Implementing CI\/CD Pipelines?<\/strong><\/h2>\n\n\n\n<p>Top <strong>DevOps courses<\/strong> emphasize CI\/CD pipelines because of tangible benefits:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Faster delivery cycles<\/li>\n\n\n\n<li>Improved collaboration between dev &amp; ops<\/li>\n\n\n\n<li>Reduced integration issues<\/li>\n\n\n\n<li>Immediate feedback loops<\/li>\n\n\n\n<li>Increased software quality<\/li>\n<\/ul>\n\n\n\n<p>Real-world Example:<br>Netflix runs over 5000 deployments per day, thanks to advanced CI\/CD automation.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4. Which Tools Are Commonly Used for CI\/CD?<\/strong><\/h2>\n\n\n\n<p>Another frequent CI\/CD Interview Question checks tool familiarity.<\/p>\n\n\n\n<p><strong>Popular CI\/CD tools include:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Jenkins<\/strong> \u2013 open-source automation server<\/li>\n\n\n\n<li><strong>GitLab CI\/CD<\/strong> \u2013 integrated DevOps lifecycle<\/li>\n\n\n\n<li><strong>CircleCI<\/strong> \u2013 cloud-native pipeline platform<\/li>\n\n\n\n<li><strong>AWS CodePipeline<\/strong> \u2013 CI\/CD for AWS environments<\/li>\n\n\n\n<li><strong>Azure DevOps<\/strong> \u2013 Microsoft\u2019s complete CI\/CD solution<\/li>\n\n\n\n<li><strong>Travis CI, Bamboo, TeamCity, Argo CD, Tekton<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Learners in DevOps and AWS training often get practical exposure to these tools through guided labs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>5. Explain the CI\/CD Workflow Step-by-Step<\/strong><\/h2>\n\n\n\n<p>Understanding the workflow demonstrates your operational depth.<br>Here\u2019s a simplified diagram of a typical pipeline:<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Code Commit \u2192 Build \u2192 Unit Test \u2192 Integration Test \u2192 Deploy to Staging \u2192 Manual\/Auto Approval \u2192 Deploy to Production \u2192 Monitoring\n<\/code><\/pre>\n\n\n\n<p>Each step can be automated using CI\/CD tools such as Jenkins pipelines or AWS CodePipeline.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>6. What Are the Key Components of a CI\/CD Pipeline?<\/strong><\/h2>\n\n\n\n<p>A well-structured answer to such CI\/CD Interview Questions includes:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Source Control:<\/strong> GitHub, GitLab, Bitbucket<\/li>\n\n\n\n<li><strong>Build Server:<\/strong> Jenkins, TeamCity<\/li>\n\n\n\n<li><strong>Test Suite:<\/strong> JUnit, Selenium, PyTest<\/li>\n\n\n\n<li><strong>Artifact Repository:<\/strong> Nexus, Artifactory<\/li>\n\n\n\n<li><strong>Deployment Automation:<\/strong> Ansible, Terraform, AWS CodeDeploy<\/li>\n\n\n\n<li><strong>Monitoring:<\/strong> Prometheus, Grafana<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>7. How Do You Handle Failed Builds in a CI\/CD Pipeline?<\/strong><\/h2>\n\n\n\n<p>Employers want to see problem-solving ability.<br><strong>Answer:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analyze build logs to locate errors<\/li>\n\n\n\n<li>Reproduce the failure locally<\/li>\n\n\n\n<li>Fix code\/test configuration<\/li>\n\n\n\n<li>Trigger rebuild after validation<\/li>\n<\/ul>\n\n\n\n<p>Real-world example:<br>In DevOps engineer training, students practice setting up automated Slack notifications for build failures using Jenkins.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>8. What Is the Role of Version Control in CI\/CD?<\/strong><\/h2>\n\n\n\n<p>Version control is the backbone of CI\/CD pipelines. It helps teams:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Maintain code history<\/li>\n\n\n\n<li>Enable rollback<\/li>\n\n\n\n<li>Manage branches<\/li>\n\n\n\n<li>Facilitate automated triggers on every commit<\/li>\n<\/ul>\n\n\n\n<p>Example:<br>A Git commit can trigger a Jenkins build, ensuring real-time integration testing.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>9. Describe the Difference Between Manual and Automated Deployment<\/strong><\/h2>\n\n\n\n<p>Another vital CI\/CD Interview Question:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Manual Deployment:<\/strong> Human intervention; slower and error-prone<\/li>\n\n\n\n<li><strong>Automated Deployment:<\/strong> Scripts and tools perform deployments consistently<\/li>\n<\/ul>\n\n\n\n<p>Automation ensures zero downtime and predictable results skills reinforced in <a href=\"https:\/\/www.h2kinfosys.com\/blog\/tag\/devops-training-online\/\" data-type=\"post_tag\" data-id=\"2054\">DevOps training online<\/a> courses.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>10. What Is Blue-Green Deployment and Why Is It Used?<\/strong><\/h2>\n\n\n\n<p>Blue-Green deployment is an advanced CI\/CD technique.<\/p>\n\n\n\n<p><strong>Answer:<\/strong><br>Two identical environments (\u201cBlue\u201d and \u201cGreen\u201d) run parallel.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Traffic flows to Blue (production).<\/li>\n\n\n\n<li>New updates deploy to Green.<\/li>\n\n\n\n<li>After testing, traffic switches to Green, making rollout seamless.<\/li>\n<\/ul>\n\n\n\n<p><strong>Benefit:<\/strong> Zero downtime, instant rollback.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>11. What Is Canary Deployment?<\/strong><\/h2>\n\n\n\n<p>Interviewers love comparing Blue-Green vs. Canary deployment.<\/p>\n\n\n\n<p><strong>Canary Deployment:<\/strong><br>Releases new versions to a small user subset first. If metrics look stable, the rollout expands to everyone.<br>It helps identify issues early without affecting all users.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>12. How Can Jenkins Be Used in a CI\/CD Pipeline?<\/strong><\/h2>\n\n\n\n<p>In most DevOps engineer courses, Jenkins is the centerpiece.<br>It orchestrates the entire pipeline.<\/p>\n\n\n\n<p><strong>Steps:<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Configure Jenkinsfile<\/li>\n\n\n\n<li>Set triggers for code commits<\/li>\n\n\n\n<li>Run build and test stages<\/li>\n\n\n\n<li>Deploy to staging or production<\/li>\n\n\n\n<li>Send notifications<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>13. What Are Environment Variables in CI\/CD?<\/strong><\/h2>\n\n\n\n<p>Environment variables store configuration data like credentials or paths.<\/p>\n\n\n\n<p><strong>Example:<\/strong><\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">export AWS_ACCESS_KEY_ID=xxxx\nexport AWS_SECRET_ACCESS_KEY=xxxx\n<\/pre>\n\n\n\n<p><strong>Interview Tip:<\/strong><br>Mention how you secure these variables using <a href=\"https:\/\/en.wikipedia.org\/wiki\/Jenkins_(software)\" rel=\"nofollow noopener\" target=\"_blank\">Jenkins<\/a> Credentials or AWS Secrets Manager.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>14. How Do You Secure a CI\/CD Pipeline?<\/strong><\/h2>\n\n\n\n<p>This is one of the toughest CI\/CD Interview Questions security matters.<\/p>\n\n\n\n<p><strong>Key Practices:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Use encrypted credentials<\/li>\n\n\n\n<li>Restrict access with IAM roles<\/li>\n\n\n\n<li>Scan dependencies for vulnerabilities<\/li>\n\n\n\n<li>Implement code signing<\/li>\n\n\n\n<li>Enable audit trails<\/li>\n<\/ul>\n\n\n\n<p>DevOps with AWS training often includes a dedicated module on pipeline security.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>15. How Do You Integrate Testing in CI\/CD?<\/strong><\/h2>\n\n\n\n<p>Testing is integral to automation.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Unit Tests:<\/strong> Validate functions<\/li>\n\n\n\n<li><strong>Integration Tests:<\/strong> Validate system flow<\/li>\n\n\n\n<li><strong>UI Tests:<\/strong> Ensure front-end stability<\/li>\n\n\n\n<li><strong>Security Tests:<\/strong> Detect vulnerabilities<\/li>\n<\/ul>\n\n\n\n<p>Example Jenkinsfile snippet:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\">stage('Test') {<br>  steps {<br>    sh 'pytest tests\/'<br>  }<br>}<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>16. What Is Infrastructure as Code (IaC) and How Does It Relate to CI\/CD?<\/strong><\/h2>\n\n\n\n<p>IaC automates infrastructure provisioning using code (Terraform, CloudFormation).<br>It ensures environment consistency and complements CI\/CD pipelines for complete automation.<\/p>\n\n\n\n<p>Real-world integration:<br>In DevOps and AWS training, learners build Terraform templates that automatically deploy servers during CI\/CD runs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>17. What Is the Difference Between Deployment and Delivery Pipelines?<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Type<\/th><th>Description<\/th><\/tr><\/thead><tbody><tr><td><strong>Delivery Pipeline<\/strong><\/td><td>Automates build, test, and staging deployments<\/td><\/tr><tr><td><strong>Deployment Pipeline<\/strong><\/td><td>Extends delivery to full production automation<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Answer concisely but emphasize automation maturity.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>18. What Are Rollback Strategies in CI\/CD?<\/strong><\/h2>\n\n\n\n<p>Rollback strategies restore the last stable version when new releases fail.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Versioned Artifacts<\/strong> \u2013 redeploy last build<\/li>\n\n\n\n<li><strong>Blue-Green Switchback<\/strong> \u2013 revert traffic<\/li>\n\n\n\n<li><strong>Git Revert<\/strong> \u2013 rollback code<\/li>\n<\/ul>\n\n\n\n<p>Interviewers assess if you can design resilient pipelines.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>19. How Does CI\/CD Improve Collaboration Between Dev and Ops Teams?<\/strong><\/h2>\n\n\n\n<p>CI\/CD encourages shared responsibility.<br>Developers automate testing, while operations teams automate infrastructure.<br>The result faster feedback and fewer conflicts.<\/p>\n\n\n\n<p>Example:<br>Through DevOps engineer training, learners simulate collaboration by merging code in GitHub and triggering joint build reviews.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>20. What Are Common CI\/CD Challenges and How Do You Solve Them?<\/strong><\/h2>\n\n\n\n<p>Challenges include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Long build times<\/li>\n\n\n\n<li>Unstable tests<\/li>\n\n\n\n<li>Environment inconsistencies<\/li>\n\n\n\n<li>Manual approvals slowing deployment<\/li>\n<\/ul>\n\n\n\n<p><strong>Solutions:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Parallel testing<\/li>\n\n\n\n<li>Containerized builds<\/li>\n\n\n\n<li>Test data management<\/li>\n\n\n\n<li>Automated release governance<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Bonus CI\/CD Interview Questions for Experienced Candidates<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>How do you implement pipeline-as-code?<\/li>\n\n\n\n<li>What is a multibranch pipeline in Jenkins?<\/li>\n\n\n\n<li>Explain artifact management strategies.<\/li>\n\n\n\n<li>How do you optimize CI\/CD for microservices?<\/li>\n\n\n\n<li>What is GitOps, and how does it relate to CI\/CD?<\/li>\n\n\n\n<li>How do you integrate Kubernetes deployments within CI\/CD?<\/li>\n<\/ul>\n\n\n\n<p>Adding these advanced CI\/CD Interview Questions demonstrates deeper knowledge during interviews.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Real-World Case Study: Automating Deployments with AWS CodePipeline<\/strong><\/h2>\n\n\n\n<p><strong>Scenario:<\/strong><br>A fintech firm wanted zero-downtime releases for its core payment API.<\/p>\n\n\n\n<p><strong>Solution:<\/strong><br>Using AWS CodePipeline and CloudFormation, they:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automated build, test, and deploy workflows.<\/li>\n\n\n\n<li>Added canary deployments via Lambda functions.<\/li>\n\n\n\n<li>Reduced release time from 2 hours \u2192 15 minutes.<\/li>\n<\/ul>\n\n\n\n<p><strong>Impact:<\/strong><br>Error rates dropped 40 %, developer productivity rose 25 %.<\/p>\n\n\n\n<p>Learners practicing DevOps with AWS training replicate similar case studies.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Practical Task: Build a Simple CI\/CD Pipeline<\/strong><\/h2>\n\n\n\n<p><strong>Objective:<\/strong> Automate deployment of a Python app to AWS Elastic Beanstalk.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Step-by-Step<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Create Repo:<\/strong> Push Python app to GitHub.<\/li>\n\n\n\n<li><strong>Set Jenkins:<\/strong> Install AWS CLI &amp; Beanstalk plugin.<\/li>\n\n\n\n<li><strong>Pipeline Script:<\/strong><\/li>\n<\/ol>\n\n\n\n<pre class=\"wp-block-preformatted\">pipeline {<br>  agent any<br>  stages {<br>    stage('Build') {<br>      steps { sh 'pip install -r requirements.txt' }<br>    }<br>    stage('Test') {<br>      steps { sh 'pytest tests\/' }<br>    }<br>    stage('Deploy') {<br>      steps { sh 'eb deploy' }<br>    }<br>  }<br>}<\/pre>\n\n\n\n<ol start=\"4\" class=\"wp-block-list\">\n<li><strong>Trigger:<\/strong> Every push automatically builds, tests, and deploys.<\/li>\n<\/ol>\n\n\n\n<p>By the end of this project covered in H2K Infosys DevOps course you\u2019ll have built your own CI\/CD pipeline from scratch.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>How to Prepare for CI\/CD Interview Questions<\/strong><\/h2>\n\n\n\n<p>To master CI\/CD Interview Questions, follow this roadmap:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Learn through structured DevOps courses<\/li>\n\n\n\n<li>Practice building Jenkins pipelines<\/li>\n\n\n\n<li>Work on AWS CodePipeline &amp; GitHub Actions<\/li>\n\n\n\n<li>Understand real-world case studies<\/li>\n\n\n\n<li>Prepare STAR-formatted answers (Situation-Task-Action-Result)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Key Takeaways<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>CI\/CD streamlines the entire DevOps lifecycle from code commit to production.<\/li>\n\n\n\n<li>Mastering tools like Jenkins, GitLab CI\/CD, and AWS CodePipeline is essential.<\/li>\n\n\n\n<li>Practical projects reinforce theoretical learning.<\/li>\n\n\n\n<li>CI\/CD Interview Questions test both conceptual and hands-on skills.<\/li>\n\n\n\n<li>Enroll in professional DevOps engineer courses to gain end-to-end expertise.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Conclusion: Build, Test, Deploy\u2014Your DevOps Career Starts Here<\/strong><\/h2>\n\n\n\n<p>CI\/CD is no longer optional; it\u2019s the backbone of modern software engineering.<br>Mastering these CI\/CD Interview Questions positions you ahead in the competitive DevOps job market.<\/p>\n\n\n\n<p><strong>Ready to become a certified DevOps engineer?<\/strong><br>Join H2K Infosys today to gain hands-on experience through DevOps training online and DevOps with AWS training and build the career you\u2019ve envisioned.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Introduction: Why CI\/CD Knowledge Defines Modern DevOps Success Continuous Integration (CI) and Continuous Deployment (CD) are the beating heart of DevOps.When you walk into an interview, recruiters expect not just textbook definitions but a deep understanding of real-world pipelines, automation tools, and problem-solving. That\u2019s why mastering CI\/CD Interview Questions gives you a huge edge. Whether [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":17337,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2025],"tags":[],"class_list":["post-17321","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-devsecops-tutorials"],"_links":{"self":[{"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/posts\/17321","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/comments?post=17321"}],"version-history":[{"count":1,"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/posts\/17321\/revisions"}],"predecessor-version":[{"id":31518,"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/posts\/17321\/revisions\/31518"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/media\/17337"}],"wp:attachment":[{"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/media?parent=17321"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/categories?post=17321"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.h2kinfosys.com\/blog\/wp-json\/wp\/v2\/tags?post=17321"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}