Guozhen AIGlobal AI field notes and model intelligence

English series

Automation

English editions of Guozhen AI articles. The text is localized for global readers while the original diagrams, screenshots, and code examples remain aligned with the Chinese source.

Use this series as the technical reading layer, then continue into AI software buyer guides, tool comparisons, benchmarks, API platform decisions, coding agents, and LLM security research.

From Series Reading to Tool Decisions

Turn this AI series into practical software, model, API, and security choices.

English Series FAQ

Use this series as evidence before choosing AI tools.

How should I use the Automation English series?

Use the series as the learning layer for concepts, screenshots, prompts, and implementation details, then continue into buyer guides, tool comparisons, benchmarks, API decisions, and security checks.

Is the Automation series enough to choose an AI tool?

No. The series gives context and practical examples, but production choices still need pricing review, privacy checks, integration testing, benchmark evidence, and fallback planning.

What should I read after this 30-lesson series?

Open AI Software Buyer Guides, AI Tools Workbench, Best AI Coding Agents, AI Model Benchmarks, OpenAI vs Anthropic API, or LLM Security Tools depending on your next decision.

Why keep the original diagrams and screenshots?

The visuals preserve source evidence from the Chinese articles, so global readers can inspect interfaces, outputs, and workflows instead of relying only on a translated summary.

Lesson 30

Ansible Tutorial Series #30: Summary, Best Practices, and Learning Resources

In previous articles, we explored the future development trends of Ansible—the automation tool for IT operations. This article shifts focus to summarizing Ansible’s...

Read lesson
Lesson 29

Ansible Automation: Summary, Best Practices, and Future Trends

In the previous article, we summarized Ansible’s strengths and weaknesses and analyzed its value in IT operations automation. Through an in depth exploration of Ansi...

Read lesson
Lesson 28

Pros and Cons of Ansible

In the previous article, we discussed techniques and best practices for optimizing Ansible performance. Understanding how to optimize Ansible usage is critically imp...

Read lesson
Lesson 27

27. Ansible Performance Tuning and Best Practices

In the previous article, we discussed the use of Ansible Tower and AWX, highlighting their importance in IT automation and operations. This article continues to delv...

Read lesson
Lesson 26

Advanced Ansible Usage: Managing Playbooks with Ansible Tower and AWX

In the previous article on developing custom modules, we explored how to create and use custom modules to extend Ansible’s capabilities. In this article, we delve in...

Read lesson
Lesson 25

25. Developing Custom Ansible Modules

In the previous article, we focused on using log files for debugging and troubleshooting—providing valuable assistance when working with Ansible. But during infrastr...

Read lesson
Lesson 24

Debugging Ansible Playbooks Using Log Files

In automated operations and maintenance, tools like Ansible are widely used for configuration management and application deployment. However, in practice, various is...

Read lesson
Lesson 23

Ansible Debugging and Troubleshooting: Common Errors and Solutions

In the previous article, we discussed Ansible’s debugging strategies to help users troubleshoot more effectively. In this article, we delve into common errors encoun...

Read lesson
Lesson 22

22 Ansible Debugging Strategies

In the previous article, we discussed how to use Ansible for cross platform application deployment. During such deployments, issues are inevitable—making effective d...

Read lesson
Lesson 21

Ansible Tutorial 21: Cross-Platform Application Deployment

In the previous article, we explored how to use Ansible for automated configuration of network devices. In this article, we focus on using Ansible for cross platform...

Read lesson
Lesson 20

20 Common Use Cases for Automating Network Device Configuration with Ansible

In the previous article on system administration and automated deployment, we introduced how to use Ansible for automated system management. In this article, we focu...

Read lesson
Lesson 19

System Administration and Automated Deployment with Ansible

In this tutorial, we will delve into common use cases for system administration and automated deployment using Ansible. As mentioned in the previous article, Ansible...

Read lesson
Lesson 18

Ansible Tutorial 18: Sharing Roles with Ansible Galaxy

In the previous article, we explored how to create and use Ansible roles. This article focuses on sharing and consuming community developed roles via Ansible Galaxy...

Read lesson
Lesson 17

Creating and Using Roles in Ansible

In the previous article, we provided an overview of Ansible modules—covering their fundamental concepts and significance in automation and operations. This article d...

Read lesson
Lesson 16

Ansible Module Overview: Core Modules and Use Cases

In the previous article, we discussed inventories in Ansible and how to manage infrastructure using groups and host variables. This laid the groundwork for using mod...

Read lesson
Lesson 15

15. Grouping Hosts and Defining Host Variables in Ansible Inventory

In the previous article, we explored Ansible’s dynamic inventory, which enables flexible management and generation of inventory files. In this tutorial, we focus on...

Read lesson
Lesson 14

14. Using Dynamic Inventory in Ansible

In the previous article, we explored basic Inventory configuration methods, including how to define host information using a static hosts file. In this tutorial, we’...

Read lesson
Lesson 13

13. Basic Inventory Configuration in Ansible

In the previous article, we explored how to use loops and conditional statements when writing Ansible Playbooks. In this article, we’ll dive deeper into Ansible Inve...

Read lesson
Lesson 12

12. Writing Playbooks: Loops and Conditional Statements in Ansible

In the previous article, we discussed how to define and manage tasks. In this article, we’ll delve deeper into using loops and conditional statements in Ansible Play...

Read lesson
Lesson 11

Ansible Tutorial 11: Defining and Managing Tasks in Playbooks

In the previous article, we discussed the structure and syntax of Ansible Playbooks. This article delves deeper into how to define and manage tasks within Ansible Pl...

Read lesson
Lesson 10

10. Playbook Structure and Syntax in Ansible

In the previous section, we covered foundational Ansible concepts—particularly variables and facts. This section delves into the structure and syntax of Ansible Play...

Read lesson
Lesson 9

Variables and Facts in Ansible

In the previous article, we discussed Ansible’s Inventory file format and learned how to manage information about different hosts and host groups. In this article, w...

Read lesson
Lesson 8

This is an example INI-format Inventory file

In the previous article, we discussed the fundamental concepts of Play and Playbook, learning how to define a set of automated tasks and apply them to specified targ...

Read lesson
Lesson 7

7 Ansible Fundamentals: Understanding Plays and Playbooks

In the previous article, we covered Ansible installation and configuration—including how to create configuration files. Today, we’ll dive deeper into two fundamental...

Read lesson
Lesson 6

Ansible Installation and Configuration: Creating the Configuration File

In the previous article, “Ansible Installation and Configuration: Configuring SSH Connections” , we explored how to configure Ansible’s SSH connections—an essential...

Read lesson
Lesson 5

Install and Configure Ansible: Setting Up SSH Connections

In the previous article, we discussed how to install Ansible on different operating systems. Next, we’ll dive into configuring SSH connections between Ansible and re...

Read lesson
Lesson 4

Installing and Configuring Ansible on Different Operating Systems

In the previous article, we introduced Ansible’s architecture and explored its core components and operational principles. This article focuses on installing Ansible...

Read lesson
Lesson 3

Ansible Architecture Overview

In the previous article, we explored how Ansible works—specifically, how it executes commands remotely via the SSH protocol and manages configurations. In this secti...

Read lesson
Lesson 2

How Ansible Works

In the previous section, we introduced Ansible’s definition and core capabilities, gaining an overview of its fundamental features as a powerful automation and opera...

Read lesson
Lesson 1

What Is Ansible? An Introduction to Its Core Features and Capabilities

Ansible is an open source automation platform primarily used for configuration management, application deployment, task automation, and IT orchestration. Its most di...

Read lesson