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 24-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 24

24. Summary and Outlook: Future Learning Paths for Software Automation

In this tutorial series, we have thoroughly explored various aspects of software automation using Python—including commonly used libraries, tools, techniques, and pr...

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Lesson 23

Wait 3 seconds to prepare

In the article “Summary and Outlook: Reviewing What We’ve Learned,” we revisited the foundational knowledge and practical skills acquired in software automation. By...

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Lesson 22

Execute backup periodically

In this tutorial, we reviewed the previous article, Practical Case Study: Examples of Scheduled Automation Tasks , and previewed the upcoming article, Summary and Ou...

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Lesson 21

Schedule execution every day at 8:00 AM

In the previous tutorial, we discussed how to automate batch data processing using Python. Today, we’ll explore another practical use case: setting up scheduled auto...

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Lesson 20

Read the CSV file

In previous tutorials, we explored how to implement automated login functionality using Python. Today, we continue our journey by diving deeper into batch data proce...

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Lesson 19

Wait 5 seconds — give user time to switch to the target webpage

In the previous article, we explored desktop application automation using PyAutoGUI, focusing on image recognition and interaction—learning how to leverage visual pa...

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Lesson 18

Wait 3 seconds to let the user prepare the target interface

In the previous tutorial, we explored basic operations using PyAutoGUI, learning how to simulate mouse and keyboard actions to automate desktop applications. Now, we...

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Lesson 17

Wait 2 seconds to switch to the target window

In the previous tutorial, we covered how to install and configure PyAutoGUI. Now, we’ll dive deeper into using PyAutoGUI for fundamental desktop application automati...

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Lesson 16

Pause for 2 seconds to allow you to switch to the target application

In the previous tutorial, we delved into using Selenium for web automation—particularly techniques for handling dynamic web pages. This tutorial guides you through d...

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Lesson 15

Configure the Selenium WebDriver

In the previous blog post, we explored basic web automation examples using Selenium. This section delves deeper—focusing specifically on handling dynamic web pages,...

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Lesson 14

Create a Chrome browser instance

In the previous tutorial, we thoroughly covered how to install and configure Selenium. Now, we officially begin exploring basic web automation operations. In this tu...

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Lesson 13

Create a Chrome browser instance

In the previous article, we introduced debugging techniques for Python based automation tasks and learned how to debug our code to improve development efficiency. To...

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Lesson 12

Main function

In the previous article, we learned how to perform file operations using Python—laying a solid foundation for our automation scripts. Today, we’ll explore several es...

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Lesson 11

Create a new file and write content to it

In the previous article, we explored how to interact with the operating system using Python—covering fundamental command line operations and system level programming...

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Lesson 10

Create a directory

In the previous article, we discussed the fundamentals of exception handling in Python—a cornerstone of software automation. Today, we’ll go deeper and explore how t...

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Lesson 9

9. Exception Handling in Python for App Automation

In the previous article, we introduced commonly used modules that will play a critical role in our automation tasks. However, exception handling is an essential topi...

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Lesson 8

Get the current working directory

In the previous article, we explored Python’s fundamental syntax—including variables, data types, and control flow—forming the essential foundation for software auto...

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Lesson 7

Python Basics for App Automation

In the previous article, we covered how to configure your development environment for smooth Python programming. In this article, we’ll dive deep into Python’s funda...

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Lesson 6

6. Environment Setup: Configuring the Python App Automation Development Environment

In the previous article, we discussed how to install libraries related to software automation. Now, we move on to another critical part of environment preparation—co...

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Lesson 5

Send an HTTP request to fetch the webpage content

In the previous article, we completed the installation of Python, ensuring that our computer can run Python code. Next, we need to install several relevant libraries...

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Lesson 4

Install Python for App Automation

In the previous article, we discussed the types of software suitable for automation—laying the groundwork for our upcoming automation tasks. Now, we’ll begin prepari...

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Lesson 3

Automatically read data from a CSV file

In the previous article, we explored the many benefits of software automation. Automation not only boosts work efficiency but also reduces human error—saving both ti...

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Lesson 2

Launch the browser

In the previous article, we explored what software automation is, its fundamental concepts, and its scope of application. Today, software automation has become a cri...

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Lesson 1

Launch the browser

In today’s era of rapid information technology advancement, software automation has become a critical tool for improving work efficiency, reducing human error, and o...

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