{"id":24374,"date":"2025-09-10T16:33:51","date_gmt":"2025-09-10T11:03:51","guid":{"rendered":"https:\/\/cloudsoftsol.com\/2026\/?p=24374"},"modified":"2025-09-10T16:33:55","modified_gmt":"2025-09-10T11:03:55","slug":"ansible-basics-core-concepts","status":"publish","type":"post","link":"https:\/\/cloudsoftsol.com\/2026\/ansible\/ansible-basics-core-concepts\/","title":{"rendered":"Ansible Basics & Core Concepts"},"content":{"rendered":"\n
    \n
  1. What is Ansible, and how does it differ from other configuration management tools (like Puppet, Chef, or SaltStack)?<\/li>\n\n\n\n
  2. Explain the difference between Ad-hoc commands<\/strong> and Playbooks<\/strong> in Ansible.<\/li>\n\n\n\n
  3. What are Inventory files<\/strong> in Ansible? How do you manage dynamic inventories?<\/li>\n\n\n\n
  4. Can you explain the difference between static<\/strong> and dynamic inventory<\/strong>? Give examples of when you\u2019d use each.<\/li>\n\n\n\n
  5. What is the difference between roles<\/strong> and playbooks<\/strong>?<\/li>\n\n\n\n
  6. How does idempotency<\/strong> work in Ansible?<\/li>\n<\/ol>\n\n\n\n
    \n\n\n\n

    \ud83d\udd39 Intermediate \u2013 Advanced Concepts<\/strong><\/p>\n\n\n\n

      \n
    1. How do you handle secrets management<\/strong> in Ansible (Vault, HashiCorp Vault, AWS Secrets Manager)?<\/li>\n\n\n\n
    2. Explain handlers<\/strong> in Ansible and when they are triggered.<\/li>\n\n\n\n
    3. How do you use conditionals<\/strong> and loops<\/strong> in Ansible playbooks? Give examples.<\/li>\n\n\n\n
    4. What are facts<\/strong> in Ansible? How do you use custom facts?<\/li>\n\n\n\n
    5. How do you implement error handling<\/strong> in Ansible (ignore_errors, failed_when, rescue blocks)?<\/li>\n\n\n\n
    6. What is the difference between delegate_to<\/strong>, local_action<\/strong>, and run_once<\/strong>?<\/li>\n<\/ol>\n\n\n\n
      \n\n\n\n

      \ud83d\udd39 Real-world Scenarios<\/strong><\/p>\n\n\n\n

        \n
      1. Suppose a task should run only if the previous one fails \u2014 how do you implement it?<\/li>\n\n\n\n
      2. You need to deploy the same configuration across multiple environments (Dev, QA, Prod)<\/strong>. How do you design your playbooks and inventories?<\/li>\n\n\n\n
      3. How would you ensure zero-downtime deployment<\/strong> using Ansible?<\/li>\n\n\n\n
      4. How do you handle package version drift<\/strong> across multiple servers using Ansible?<\/li>\n\n\n\n
      5. If you have 200+ servers, how would you optimize Ansible performance<\/strong>?<\/li>\n<\/ol>\n\n\n\n
        \n\n\n\n

        \ud83d\udd39 Integration & DevOps Practices<\/strong><\/p>\n\n\n\n

          \n
        1. How do you integrate Ansible with Jenkins\/GitLab CI\/Azure DevOps<\/strong> pipelines?<\/li>\n\n\n\n
        2. Have you used Ansible for cloud provisioning<\/strong> (AWS, Azure, GCP)? Can you give an example?<\/li>\n\n\n\n
        3. How do you use Ansible with Docker and Kubernetes<\/strong>?<\/li>\n\n\n\n
        4. How do you store and reuse Ansible playbooks across multiple projects?<\/li>\n<\/ol>\n\n\n\n
          \n\n\n\n

          \ud83d\udd39 Troubleshooting & Best Practices<\/strong><\/p>\n\n\n\n

            \n
          1. If a playbook fails halfway, how do you resume execution from the failed task<\/strong>?<\/li>\n\n\n\n
          2. How do you debug Ansible playbooks (-vvv, ansible-playbook –step, etc.)?<\/li>\n\n\n\n
          3. What are some best practices<\/strong> you follow while writing playbooks?<\/li>\n\n\n\n
          4. How do you test Ansible playbooks before applying them in production (Molecule, Ansible Lint, etc.)?<\/li>\n\n\n\n
          5. Have you faced any Ansible pitfalls<\/strong> (e.g., large inventory execution, slow SSH connections)? How did you solve them?<\/li>\n<\/ol>\n\n\n\n
            \n\n\n\n

            \u2705 With 4\u20135 years of experience<\/strong>, interviewers will often mix theory + hands-on scenarios<\/strong>. They may ask you to:<\/p>\n\n\n\n

              \n
            • Write a small playbook on the spot.<\/li>\n\n\n\n
            • Debug a broken YAML snippet.<\/li>\n\n\n\n
            • Explain how you\u2019d structure Ansible for multi-environment deployments.<\/li>\n<\/ul>\n\n\n\n

              Perfect \ud83d\udc4d Since you asked for more scenario-based Ansible interview questions<\/strong>, I\u2019ll focus on real-world problem-solving<\/strong> \u2014 the type of challenges DevOps engineers face in 4\u20135 years of experience.<\/p>\n\n\n\n

              \n\n\n\n

              \ud83d\udd39 Scenario-Based Ansible Interview Questions<\/strong><\/p>\n\n\n\n

              1. Multi-environment Setup<\/strong><\/p>\n\n\n\n

                \n
              • You need to configure Dev, QA, and Prod<\/strong> environments with slightly different variables.
                How will you structure your inventories, group_vars, and playbooks<\/strong> to avoid duplication?<\/li>\n<\/ul>\n\n\n\n
                \n\n\n\n

                2. Zero-Downtime Deployment<\/strong><\/p>\n\n\n\n

                  \n
                • You\u2019re deploying a web application to 100 servers. The deployment must be rolling (one batch at a time)<\/strong> to avoid downtime.
                  \ud83d\udc49 How would you write the playbook? (Hint: use serial and max_fail_percentage.)<\/li>\n<\/ul>\n\n\n\n
                  \n\n\n\n

                  3. Secrets & Security<\/strong><\/p>\n\n\n\n

                    \n
                  • You need to store database credentials and API keys securely in Ansible.
                    \ud83d\udc49 Would you use Ansible Vault<\/strong>, environment variables, or an external secret manager (e.g., AWS Secrets Manager)? Why?<\/li>\n<\/ul>\n\n\n\n
                    \n\n\n\n

                    4. Failover Handling<\/strong><\/p>\n\n\n\n

                      \n
                    • During deployment, one task fails on 5% of servers<\/strong> due to a package conflict. The rest should continue normally.
                      \ud83d\udc49 How will you handle partial failures<\/strong> while still completing the playbook run?<\/li>\n<\/ul>\n\n\n\n
                      \n\n\n\n

                      5. Performance Optimization<\/strong><\/p>\n\n\n\n

                        \n
                      • Running a playbook on 500+ servers<\/strong> is taking too long.
                        \ud83d\udc49 What would you do to improve speed? (e.g., forks, pipelining, ssh multiplexing, async + poll).<\/li>\n<\/ul>\n\n\n\n
                        \n\n\n\n

                        6. Dynamic Inventory<\/strong><\/p>\n\n\n\n

                          \n
                        • You need to manage AWS EC2 instances that scale up and down dynamically<\/strong>.
                          \ud83d\udc49 How do you configure Ansible to always pick the latest hosts without manual editing of the inventory?<\/li>\n<\/ul>\n\n\n\n
                          \n\n\n\n

                          7. Compliance & Drift<\/strong><\/p>\n\n\n\n

                            \n
                          • Your security team wants to ensure all servers have a specific version of OpenSSL<\/strong>.
                            \ud83d\udc49 How would you enforce and regularly check compliance using Ansible?<\/li>\n<\/ul>\n\n\n\n
                            \n\n\n\n

                            8. CI\/CD Integration<\/strong><\/p>\n\n\n\n

                              \n
                            • You\u2019re using Jenkins\/GitLab CI to run Ansible playbooks after each code commit.
                              \ud83d\udc49 How do you ensure playbooks run only on affected servers<\/strong> and not the entire inventory?<\/li>\n<\/ul>\n\n\n\n
                              \n\n\n\n

                              9. Handling Large Files<\/strong><\/p>\n\n\n\n

                                \n
                              • You need to distribute a 1 GB WAR file<\/strong> to 200 servers.
                                \ud83d\udc49 How would you optimize this process with Ansible to avoid bottlenecks?<\/li>\n<\/ul>\n\n\n\n
                                \n\n\n\n

                                10. Rolling Back<\/strong><\/p>\n\n\n\n

                                  \n
                                • Your Ansible deployment fails in production after updating a config file.
                                  \ud83d\udc49 How do you rollback to the previous version<\/strong> using Ansible?<\/li>\n<\/ul>\n\n\n\n
                                  \n\n\n\n

                                  11. Conditional Deployments<\/strong><\/p>\n\n\n\n

                                    \n
                                  • You want to install a package only if it\u2019s not already installed<\/strong> or update it only if a new version is available.
                                    \ud83d\udc49 How would you write this playbook using when, register, and changed_when?<\/li>\n<\/ul>\n\n\n\n
                                    \n\n\n\n

                                    12. Delegation<\/strong><\/p>\n\n\n\n

                                      \n
                                    • A playbook needs to fetch files from all servers<\/strong> and store them in a central log server.
                                      \ud83d\udc49 How do you use delegate_to<\/strong> and run_once<\/strong>?<\/li>\n<\/ul>\n\n\n\n
                                      \n\n\n\n

                                      13. Error Recovery<\/strong><\/p>\n\n\n\n

                                        \n
                                      • You want to retry failed tasks<\/strong> automatically with a wait time before re-execution.
                                        \ud83d\udc49 How do you implement retries in Ansible?<\/li>\n<\/ul>\n\n\n\n
                                        \n\n\n\n

                                        14. Blue-Green Deployment<\/strong><\/p>\n\n\n\n

                                          \n
                                        • You need to implement a blue-green deployment strategy<\/strong> using Ansible for a web app cluster.
                                          \ud83d\udc49 How would you structure the inventory and playbooks to handle traffic switching?<\/li>\n<\/ul>\n\n\n\n
                                          \n\n\n\n

                                          15. Ansible + Kubernetes<\/strong><\/p>\n\n\n\n

                                            \n
                                          • You\u2019re using Ansible to deploy apps into a Kubernetes cluster.
                                            \ud83d\udc49 How would you handle kubectl configuration<\/strong>, secrets, and namespaces across multiple clusters?<\/li>\n<\/ul>\n\n\n\n
                                            \n\n\n\n

                                            16. Troubleshooting<\/strong><\/p>\n\n\n\n

                                              \n
                                            • A playbook runs fine on Ubuntu servers<\/strong> but fails on RHEL servers<\/strong>.
                                              \ud83d\udc49 How would you debug and fix such OS-specific issues?<\/li>\n<\/ul>\n\n\n\n
                                              \n\n\n\n

                                              17. Parallel vs Sequential Execution<\/strong><\/p>\n\n\n\n

                                                \n
                                              • Some tasks must run in parallel<\/strong> (like package installation), while others must run sequentially<\/strong> (like DB migrations).
                                                \ud83d\udc49 How would you control execution order in Ansible?<\/li>\n<\/ul>\n\n\n\n
                                                \n\n\n\n

                                                18. Compliance Reports<\/strong><\/p>\n\n\n\n

                                                  \n
                                                • Management wants a report of applied changes<\/strong> after each Ansible run.
                                                  \ud83d\udc49 How would you generate logs or reports from Ansible runs (callback plugins, JSON output, etc.)?<\/li>\n<\/ul>\n\n\n\n
                                                  \n\n\n\n

                                                  19. Inventory Groups<\/strong><\/p>\n\n\n\n

                                                    \n
                                                  • You have a group of 50 servers, but a playbook should run only on 10 randomly selected servers<\/strong> for testing.
                                                    \ud83d\udc49 How would you achieve this with Ansible?<\/li>\n<\/ul>\n\n\n\n
                                                    \n\n\n\n

                                                    20. Migrating Legacy Systems<\/strong><\/p>\n\n\n\n

                                                      \n
                                                    • You need to migrate apps from CentOS 7 to Ubuntu 22.04<\/strong> using Ansible.
                                                      \ud83d\udc49 How do you handle OS-specific modules, package managers, and playbook structures<\/strong>?<\/li>\n<\/ul>\n\n\n\n
                                                      \n\n\n\n

                                                      \ud83d\udca1 Pro Tip: In interviews, when asked scenario-based questions, don\u2019t just say \u201cuse Ansible Vault\u201d or \u201cuse serial\u201d. Instead, explain:<\/p>\n\n\n\n

                                                        \n
                                                      • Why you chose that approach<\/strong><\/li>\n\n\n\n
                                                      • How you\u2019d implement it (with Ansible syntax if possible)<\/strong><\/li>\n\n\n\n
                                                      • What trade-offs exist<\/strong><\/li>\n<\/ul>\n\n\n\n
                                                        \n\n\n\n

                                                        1. Multi-environment Setup (Dev, QA, Prod)<\/strong><\/p>\n\n\n\n

                                                        \ud83d\udc49 Use inventory + group_vars<\/p>\n\n\n\n

                                                        # inventory\/hosts<\/p>\n\n\n\n

                                                        [dev]<\/p>\n\n\n\n

                                                        dev-app-01 ansible_host=10.0.1.10<\/p>\n\n\n\n

                                                        [qa]<\/p>\n\n\n\n

                                                        qa-app-01 ansible_host=10.0.2.10<\/p>\n\n\n\n

                                                        [prod]<\/p>\n\n\n\n

                                                        prod-app-01 ansible_host=10.0.3.10<\/p>\n\n\n\n

                                                        # group_vars\/dev.yml<\/p>\n\n\n\n

                                                        app_port: 8080<\/p>\n\n\n\n

                                                        # group_vars\/prod.yml<\/p>\n\n\n\n

                                                        app_port: 80<\/p>\n\n\n\n

                                                        # site.yml<\/p>\n\n\n\n

                                                        – hosts: all<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Start app service<\/p>\n\n\n\n

                                                              service:<\/p>\n\n\n\n

                                                                name: myapp<\/p>\n\n\n\n

                                                                state: started<\/p>\n\n\n\n

                                                              vars:<\/p>\n\n\n\n

                                                                port: “{{ app_port }}”<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        \ud83d\udd39 2. Zero-Downtime Rolling Deployment<\/strong><\/p>\n\n\n\n

                                                        \ud83d\udc49 Use serial and max_fail_percentage<\/p>\n\n\n\n

                                                        – hosts: webservers<\/p>\n\n\n\n

                                                          serial: 10<\/p>\n\n\n\n

                                                          max_fail_percentage: 20<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Deploy new version<\/p>\n\n\n\n

                                                              copy:<\/p>\n\n\n\n

                                                                src: myapp.war<\/p>\n\n\n\n

                                                                dest: \/opt\/tomcat\/webapps\/<\/p>\n\n\n\n

                                                              notify: restart tomcat<\/p>\n\n\n\n

                                                          handlers:<\/p>\n\n\n\n

                                                            – name: restart tomcat<\/p>\n\n\n\n

                                                              service:<\/p>\n\n\n\n

                                                                name: tomcat<\/p>\n\n\n\n

                                                                state: restarted<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        \ud83d\udd39 3. Secrets Management with Ansible Vault<\/strong><\/p>\n\n\n\n

                                                        \ud83d\udc49 Encrypt secrets with ansible-vault encrypt<\/p>\n\n\n\n

                                                        # vars\/secret.yml (vault encrypted)<\/p>\n\n\n\n

                                                        db_user: admin<\/p>\n\n\n\n

                                                        db_pass: !vault |<\/p>\n\n\n\n

                                                                  $ANSIBLE_VAULT;1.1;AES256<\/p>\n\n\n\n

                                                                  3834343333… (encrypted data)<\/p>\n\n\n\n

                                                        – hosts: db<\/p>\n\n\n\n

                                                          vars_files:<\/p>\n\n\n\n

                                                            – vars\/secret.yml<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Configure DB<\/p>\n\n\n\n

                                                              template:<\/p>\n\n\n\n

                                                                src: db.conf.j2<\/p>\n\n\n\n

                                                                dest: \/etc\/db.conf<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        \ud83d\udd39 4. Handle Partial Failures<\/strong><\/p>\n\n\n\n

                                                        \ud83d\udc49 Use ignore_errors and rescue<\/p>\n\n\n\n

                                                        – hosts: all<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Install package<\/p>\n\n\n\n

                                                              yum:<\/p>\n\n\n\n

                                                                name: httpd<\/p>\n\n\n\n

                                                                state: present<\/p>\n\n\n\n

                                                              ignore_errors: yes<\/p>\n\n\n\n

                                                            – block:<\/p>\n\n\n\n

                                                                – name: Risky task<\/p>\n\n\n\n

                                                                  command: \/bin\/false<\/p>\n\n\n\n

                                                              rescue:<\/p>\n\n\n\n

                                                                – name: Recovery action<\/p>\n\n\n\n

                                                                  debug:<\/p>\n\n\n\n

                                                                    msg: “Task failed, executing rollback”<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        \ud83d\udd39 5. Performance Optimization<\/strong><\/p>\n\n\n\n

                                                        \ud83d\udc49 Use async + poll for long tasks<\/p>\n\n\n\n

                                                        – hosts: all<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Run long job in parallel<\/p>\n\n\n\n

                                                              shell: \/usr\/bin\/long_script.sh<\/p>\n\n\n\n

                                                              async: 600<\/p>\n\n\n\n

                                                              poll: 0<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        \ud83d\udd39 6. Dynamic Inventory for AWS<\/strong><\/p>\n\n\n\n

                                                        \ud83d\udc49 Use aws_ec2 plugin<\/strong><\/p>\n\n\n\n

                                                        # inventory\/aws_ec2.yml<\/p>\n\n\n\n

                                                        plugin: aws_ec2<\/p>\n\n\n\n

                                                        regions:<\/p>\n\n\n\n

                                                          – ap-south-1<\/p>\n\n\n\n

                                                        filters:<\/p>\n\n\n\n

                                                          instance-state-name: running<\/p>\n\n\n\n

                                                        keyed_groups:<\/p>\n\n\n\n

                                                          – key: tags.Environment<\/p>\n\n\n\n

                                                            prefix: env<\/p>\n\n\n\n

                                                        ansible-inventory -i inventory\/aws_ec2.yml –list<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        \ud83d\udd39 7. Enforce Compliance (OpenSSL version check)<\/strong><\/p>\n\n\n\n

                                                        – hosts: all<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Get OpenSSL version<\/p>\n\n\n\n

                                                              command: openssl version<\/p>\n\n\n\n

                                                              register: openssl_ver<\/p>\n\n\n\n

                                                            – name: Fail if wrong version<\/p>\n\n\n\n

                                                              fail:<\/p>\n\n\n\n

                                                                msg: “OpenSSL not up to date!”<\/p>\n\n\n\n

                                                              when: “‘OpenSSL 1.1.1’ not in openssl_ver.stdout”<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        \ud83d\udd39 8. Distribute Large WAR File Efficiently<\/strong><\/p>\n\n\n\n

                                                        \ud83d\udc49 Use delegate_to + rsync<\/strong><\/p>\n\n\n\n

                                                        – hosts: deploy-master<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Copy WAR to master node<\/p>\n\n\n\n

                                                              copy:<\/p>\n\n\n\n

                                                                src: myapp.war<\/p>\n\n\n\n

                                                                dest: \/tmp\/myapp.war<\/p>\n\n\n\n

                                                        – hosts: appservers<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Sync WAR from master<\/p>\n\n\n\n

                                                              synchronize:<\/p>\n\n\n\n

                                                                src: \/tmp\/myapp.war<\/p>\n\n\n\n

                                                                dest: \/opt\/tomcat\/webapps\/<\/p>\n\n\n\n

                                                              delegate_to: deploy-master<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        \ud83d\udd39 9. Rollback on Failure<\/strong><\/p>\n\n\n\n

                                                        \ud83d\udc49 Keep backup before deployment<\/p>\n\n\n\n

                                                        – hosts: webservers<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Backup old config<\/p>\n\n\n\n

                                                              copy:<\/p>\n\n\n\n

                                                                src: \/etc\/myapp\/config.yml<\/p>\n\n\n\n

                                                                dest: \/etc\/myapp\/config.yml.bak<\/p>\n\n\n\n

                                                                remote_src: yes<\/p>\n\n\n\n

                                                            – block:<\/p>\n\n\n\n

                                                                – name: Deploy new config<\/p>\n\n\n\n

                                                                  copy:<\/p>\n\n\n\n

                                                                    src: config.yml<\/p>\n\n\n\n

                                                                    dest: \/etc\/myapp\/config.yml<\/p>\n\n\n\n

                                                              rescue:<\/p>\n\n\n\n

                                                                – name: Rollback config<\/p>\n\n\n\n

                                                                  copy:<\/p>\n\n\n\n

                                                                    src: \/etc\/myapp\/config.yml.bak<\/p>\n\n\n\n

                                                                    dest: \/etc\/myapp\/config.yml<\/p>\n\n\n\n

                                                                    remote_src: yes<\/p>\n\n\n\n

                                                        \n\n\n\n

                                                        \ud83d\udd39 10. Delegate Tasks (Central Log Collection)<\/strong><\/p>\n\n\n\n

                                                        \ud83d\udc49 Use delegate_to + run_once<\/p>\n\n\n\n

                                                        – hosts: all<\/p>\n\n\n\n

                                                          tasks:<\/p>\n\n\n\n

                                                            – name: Collect logs<\/p>\n\n\n\n

                                                              fetch:<\/p>\n\n\n\n

                                                                src: \/var\/log\/app.log<\/p>\n\n\n\n

                                                                dest: logs\/{{ inventory_hostname }}\/<\/p>\n\n\n\n

                                                                flat: yes<\/p>\n\n\n\n

                                                            – name: Compress logs<\/p>\n\n\n\n

                                                              archive:<\/p>\n\n\n\n

                                                                path: logs\/<\/p>\n\n\n\n

                                                                dest: logs\/all-logs.tar.gz<\/p>\n\n\n\n

                                                              run_once: yes<\/p>\n\n\n\n

                                                              delegate_to: log-server<\/p>\n","protected":false},"excerpt":{"rendered":"

                                                        \ud83d\udd39 Intermediate \u2013 Advanced Concepts \ud83d\udd39 Real-world Scenarios \ud83d\udd39 Integration & DevOps Practices \ud83d\udd39 Troubleshooting & Best Practices \u2705 With 4\u20135 years of experience, interviewers will often mix theory + hands-on scenarios. They may ask you to: Perfect \ud83d\udc4d Since … <\/p>\n","protected":false},"author":1,"featured_media":24375,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[283],"tags":[],"class_list":["post-24374","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ansible"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/posts\/24374","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/comments?post=24374"}],"version-history":[{"count":1,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/posts\/24374\/revisions"}],"predecessor-version":[{"id":24376,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/posts\/24374\/revisions\/24376"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/media\/24375"}],"wp:attachment":[{"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/media?parent=24374"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/categories?post=24374"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cloudsoftsol.com\/2026\/wp-json\/wp\/v2\/tags?post=24374"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}