Master the Essence of Vibe Coding: Even Programming Novices Can Command an AI Agent Army [Book Excerpt]
With the rise of AI, a new concept called "Vibe Coding" allows non-programmers to command AI. Tao Yun-chih, former GM of LINE Taiwan, defines this as "leadership" and shares AI utilization techniques in his book.
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- 📰 Published: April 28, 2026 at 14:24
- 🔍 Collected: April 28, 2026 at 14:31 (7 min after Published)
- 🤖 AI Analyzed: April 28, 2026 at 14:35 (3 min after Collected)
Central News Agency
(Central News Agency website) Does the rapid advancement of AI make you anxious, fearing you won't catch up if you don't quickly get on board, yet you worry if a programming novice can truly learn it? Tao Yun-chih, former General Manager of LINE Taiwan, conducted an experiment, forcing himself to go all in on AI. He discovered that the AI era is very friendly to non-technical personnel. He, who calls himself a "programming failure," independently created over 100 application products within a year. He realized that various small-scale business experiments could be conducted without a whole team's involvement, and the key still comes down to leadership.
"To collaborate with AI, do I have to learn to code first?" Tao Yun-chih likened this to learning to make bricks before building a skyscraper, which is entirely unnecessary. As a professional manager with 20 years of internet and digital transformation experience, he had many innovative ideas but often found himself stuck in existing frameworks or forced to reduce goals due to a lack of technical support, limited team productivity, or indefinite scheduling, making it difficult to break through bottlenecks. With AI as a backup, many more possibilities emerged.
Tao Yun-chih discovered that the essence of Vibe Coding is leadership, not syntax. Ordinary people can command AI using plain language. He wrote his evolutionary guide to collaborating with AI into a new book, "AI First Self-Upgrade Revolution," sharing how to build one's AI agent army. The Central News Agency has obtained authorization to share part of the content with you.
The era of developing software by "talking" has arrived. As AI completely revolutionizes the world, software is no longer something only engineers can create but the ultimate weapon for all knowledge workers to solve problems.
In promoting Vibe Coding, the most common anxious question I received was: "I don't understand programming syntax at all, should I first enroll in a basic Python class before I can start collaborating with AI?" This is a typical misunderstanding. This way of thinking is still stuck in the "Pre-AI era," believing that to build a skyscraper, one must first learn to make bricks.
In the AI era, the essence of Vibe Coding is not learning to code, but learning how to be an "engineering manager," or even the "general manager" of an entire business. Your competitiveness no longer depends on how much syntax you can memorize, but on your leadership, judgment, and questioning abilities.
What is Vibe Coding? Simply put, it is a new method of programming software by using "the language our mothers taught us," that is, natural language, to make AI write code. Although it is about writing code, we must forget the existence of code itself; this is the essence of Vibe Coding.
In this model, everyone can be a product manager. Your role shifts from "the person who writes code" to "the supervisor of AI." You are responsible for defining goals and breaking down tasks, while AI handles the tedious coding work. As long as you have logic, ideas, and initiative, software becomes a tool for realizing your creativity, not a wall hindering you.
Through Vibe Coding, non-technical personnel have the opportunity to create practical and usable software with AI, without mastering programming syntax and structure. However, you need to possess the following five core abilities:
Business Acumen: Judging what topics are worth pursuing and how to promote, price, and market them.
Architectural Thinking: Clearly describing screens and processes, and accurately aligning with user needs and business value.
Logical Reasoning: Defining "if A then B" business rules, clearly specifying what happens after a button is pressed, where to fetch data, and where to display it.
Appreciation: The ability to review AI's output and iterate.
Learning Ability: Learning software engineering technologies and frameworks from each AI feedback.
While Vibe Coding greatly lowers the technical barrier, why can't everyone become a super developer?
The key lies in the "2000-hour accumulation rule." Vibe Coding seems simple, but it is an extremely subtle art of human-machine collaboration. To evolve from simple conversation to freely creating, you need to go through a reshaping process that cannot be rushed:
Adaptation Period: Learning how to break down problems, give precise instructions to AI, and provide sufficient and necessary context.
Frustration Period: When AI hallucinates or code reports errors, do not panic; learn to guide AI to self-correct.
Transformation Period: After accumulating approximately 2000 hours of practical experience, you will undergo a qualitative change—you will gain the ability to anticipate AI's behavior and command a vast army to work for you.
Whether one can do Vibe Coding well actually has nothing to do with traditional intelligence; grit is the only key differentiator between mediocrity and excellence. Most people give up after two or three times when AI goes in circles; only those who are willing to treat mistakes as learning opportunities can truly grasp this era's dividend.
In the AI era, "problem-solving ability" is more important than "programming ability." As long as you are willing to start conversing with AI, you can build your army of thousands (AI Agents) and transform problems into products.
This is the true meaning of Vibe Coding: don't wait until you know how to do it to start; just start doing, and you will learn. (Book excerpt authorized by Commonwealth Magazine; edited by Weng Kun-yao)
(Central News Agency website) Does the rapid advancement of AI make you anxious, fearing you won't catch up if you don't quickly get on board, yet you worry if a programming novice can truly learn it? Tao Yun-chih, former General Manager of LINE Taiwan, conducted an experiment, forcing himself to go all in on AI. He discovered that the AI era is very friendly to non-technical personnel. He, who calls himself a "programming failure," independently created over 100 application products within a year. He realized that various small-scale business experiments could be conducted without a whole team's involvement, and the key still comes down to leadership.
"To collaborate with AI, do I have to learn to code first?" Tao Yun-chih likened this to learning to make bricks before building a skyscraper, which is entirely unnecessary. As a professional manager with 20 years of internet and digital transformation experience, he had many innovative ideas but often found himself stuck in existing frameworks or forced to reduce goals due to a lack of technical support, limited team productivity, or indefinite scheduling, making it difficult to break through bottlenecks. With AI as a backup, many more possibilities emerged.
Tao Yun-chih discovered that the essence of Vibe Coding is leadership, not syntax. Ordinary people can command AI using plain language. He wrote his evolutionary guide to collaborating with AI into a new book, "AI First Self-Upgrade Revolution," sharing how to build one's AI agent army. The Central News Agency has obtained authorization to share part of the content with you.
The era of developing software by "talking" has arrived. As AI completely revolutionizes the world, software is no longer something only engineers can create but the ultimate weapon for all knowledge workers to solve problems.
In promoting Vibe Coding, the most common anxious question I received was: "I don't understand programming syntax at all, should I first enroll in a basic Python class before I can start collaborating with AI?" This is a typical misunderstanding. This way of thinking is still stuck in the "Pre-AI era," believing that to build a skyscraper, one must first learn to make bricks.
In the AI era, the essence of Vibe Coding is not learning to code, but learning how to be an "engineering manager," or even the "general manager" of an entire business. Your competitiveness no longer depends on how much syntax you can memorize, but on your leadership, judgment, and questioning abilities.
What is Vibe Coding? Simply put, it is a new method of programming software by using "the language our mothers taught us," that is, natural language, to make AI write code. Although it is about writing code, we must forget the existence of code itself; this is the essence of Vibe Coding.
In this model, everyone can be a product manager. Your role shifts from "the person who writes code" to "the supervisor of AI." You are responsible for defining goals and breaking down tasks, while AI handles the tedious coding work. As long as you have logic, ideas, and initiative, software becomes a tool for realizing your creativity, not a wall hindering you.
Through Vibe Coding, non-technical personnel have the opportunity to create practical and usable software with AI, without mastering programming syntax and structure. However, you need to possess the following five core abilities:
Business Acumen: Judging what topics are worth pursuing and how to promote, price, and market them.
Architectural Thinking: Clearly describing screens and processes, and accurately aligning with user needs and business value.
Logical Reasoning: Defining "if A then B" business rules, clearly specifying what happens after a button is pressed, where to fetch data, and where to display it.
Appreciation: The ability to review AI's output and iterate.
Learning Ability: Learning software engineering technologies and frameworks from each AI feedback.
While Vibe Coding greatly lowers the technical barrier, why can't everyone become a super developer?
The key lies in the "2000-hour accumulation rule." Vibe Coding seems simple, but it is an extremely subtle art of human-machine collaboration. To evolve from simple conversation to freely creating, you need to go through a reshaping process that cannot be rushed:
Adaptation Period: Learning how to break down problems, give precise instructions to AI, and provide sufficient and necessary context.
Frustration Period: When AI hallucinates or code reports errors, do not panic; learn to guide AI to self-correct.
Transformation Period: After accumulating approximately 2000 hours of practical experience, you will undergo a qualitative change—you will gain the ability to anticipate AI's behavior and command a vast army to work for you.
Whether one can do Vibe Coding well actually has nothing to do with traditional intelligence; grit is the only key differentiator between mediocrity and excellence. Most people give up after two or three times when AI goes in circles; only those who are willing to treat mistakes as learning opportunities can truly grasp this era's dividend.
In the AI era, "problem-solving ability" is more important than "programming ability." As long as you are willing to start conversing with AI, you can build your army of thousands (AI Agents) and transform problems into products.
This is the true meaning of Vibe Coding: don't wait until you know how to do it to start; just start doing, and you will learn. (Book excerpt authorized by Commonwealth Magazine; edited by Weng Kun-yao)