Automating Ansible Playbooks with the Help of GPT

Updated on July 09, 2025

DevOps
Richard Baldwin Cloved by Richard Baldwin and ChatGPT 4o
Automating Ansible Playbooks with the Help of GPT

In the ever-evolving world of IT and development, automation is the key to staying ahead. Ansible has long been a favorite tool for automating infrastructure tasks, and now, with the Cloving CLI, you can supercharge your playbook writing using AI-powered assistance. In this blog post, we’ll explore how to enhance your Ansible workflow with Cloving, allowing you to create more efficient and effective playbooks.

Introduction to Cloving CLI

Cloving is an AI-enhanced command-line tool designed to improve developer productivity by integrating AI into coding workflows. It can assist in generating code snippets, conducting code reviews, and interacting through natural language, which proves invaluable when working with complex tools like Ansible.

Step 1: Set Up Cloving

Before diving into playbook automation, let’s make sure Cloving is ready for use.

Installation:
Install Cloving globally via npm:

npm install -g cloving@latest

Configuration:
Set up Cloving by configuring your preferred AI model and API key:

cloving config

Follow the interactive prompts for successful configuration.

Step 2: Initialize Your Ansible Project

Cloving requires an understanding of your project’s context. Start by initializing Cloving in your Ansible project directory.

cloving init

This command analyzes your project, generating metadata for contextual understanding.

Step 3: Generate Ansible Playbooks

Crafting playbooks involves understanding the desired state of your infrastructure and the tasks to achieve it. Cloving CLI can help you quickly draft playbooks.

Example:
Suppose you need a playbook to configure an NGINX server on a remote machine. Use the cloving generate code command:

cloving generate code --prompt "Generate an Ansible playbook to install and configure NGINX on Ubuntu" --files playbooks/nginx-setup.yml

The output is a foundational Ansible playbook:

playbooks/nginx-setup.yml

- hosts: webservers
  become: true
  tasks:
    - name: Ensure NGINX is installed
      apt:
        name: nginx
        state: present
        update_cache: true

    - name: Start NGINX service
      service:
        name: nginx
        state: started

Step 4: Automated Playbook Validation and Code Review

After generating or writing a playbook, validation ensures it’s error-free and optimized. Cloving CLI can assist with playbook code review:

cloving generate review --files playbooks/nginx-setup.yml

This command analyzes your playbook and offers improvement suggestions, such as:

  • Optimizing task execution order
  • Ensuring idempotency
  • Enhancing readability with comments

Step 5: Interactive Chat for Customization

For complex automation tasks or additional modifications, leverage Cloving’s chat feature for interactive feedback and assistance.

cloving chat -f playbooks/nginx-setup.yml

Engage with the AI to customize your playbook, request explanations, or explore additional configuration options.

Step 6: Generate Unit Tests for Playbook Validation

Testing verifies correct playbook functionality. Cloving can generate test cases for your Ansible roles or tasks:

cloving generate unit-tests -f roles/nginx/tasks/main.yml

This ensures your automation tasks perform as expected and handles corner cases.

Step 7: Create Shell Scripts for Deployment

Deploy your playbooks efficiently by auto-generating shell scripts for execution:

cloving generate shell --prompt "Script to deploy Ansible playbook on remote hosts" --files deploy-script.sh

deploy-script.sh

ansible-playbook -i inventory/hosts playbooks/nginx-setup.yml

This script simplifies execution across multiple environments.

Conclusion

Incorporating Cloving CLI into your Ansible workflow dramatically accelerates playbook creation, review, and deployment. By leveraging AI to enhance your coding capabilities, you can efficiently automate infrastructure tasks and maintain high-quality configurations. Embrace Cloving and unlock the potential of AI-powered automation in your development journey.

Remember, Cloving is a powerful assistant, augmenting your skills to elevate productivity and precision in your automation projects. 🚀

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