Introduction
Hello, everyone. I'm Uncle Kevin. This channel focuses on AI applications and intelligent work processes, bringing you together to explore the endless possibilities of AI. Remember to like, subscribe, and turn on the notification bell to make AI your superpower.
The Mysterious Vibe Coding
Many of you have likely seen my previous two videos introducing Vibe Coding. If not, please check them out. While Vibe Coding seems incredibly powerful, some of you may be wondering why you can't replicate it on the internet. Creating an app or game with just a few words sounds amazing, but in reality, it's not as simple as it looks. Today, we'll delve into the technology and thinking behind Vibe Coding.
The Development Environment
The development environment plays a crucial role in AI coding. When developing in Windows and Mac environments, there are differences in commands. For example, in Windows, when combining multiple commands for command output, you need to use the end-to-end symbol for division. In Linux or Mac, a different symbol is used. AI is more accustomed to using Mac or Linux commands for output, which can cause problems in Windows. To avoid issues, it's essential to inform the AI about your environment in advance.
Project Creation and Large-Scale Models
When building a project, we usually use a command to create it. However, when using large-scale models, they may generate answers one by one. These models can sometimes experience hallucinations or errors. Manually inputting instructions is a safer approach. Additionally, providing a summary for your program can be beneficial. The summary helps you understand the program's purpose and makes it easier to revise or refer to other files.
Project Planning and Framework Selection
Project planning and framework selection are vital for successful AI coding. Before starting, it's important to discuss the structure with the AI. Provide clear requirements and specify the framework you want to use. This will ensure more accurate and efficient development. You can also search the internet for relevant information and use tools like Propacity or Context7 to gather data and technical documents.
The Coordination Mode
The coordination mode is a key concept in Vibe Coding and AI Coding. It divides large tasks into smaller ones, making the development process more manageable. This approach helps prevent the program from becoming too complex and ensures that AI stays on track. Other IDEs may not have this feature, but you can add task management tools like Task Manager to enhance the capabilities of AI coding.
Output Files and Documentation
To ensure effective development, it's important to have output files when the AI finishes writing the program or planning. These files can be used as references when handing over tasks or making revisions. Additionally, creating clear documentation, such as flowcharts, UML charts, and readme files, is essential. This documentation helps both humans and AI understand the program's purpose and functionality.
Using 10xluos.ai for Prompt Generation
10xluos.ai is a useful website for generating project-specific prompts. When writing programs, it's important to use specialized prompts for different tasks, such as front-end and back-end development. This website allows you to select the framework and content you need, and it will generate the corresponding prompt. It also provides information on where to place the prompt in different tools.
Context7 for NCP Services
Context7 is an NCP service that can provide official manuals and library technical documents. Installing this tool on your IDE can enhance the accuracy of your project. It allows you to check the relevant technologies and their instructions and examples, providing a reference basis for AI.
Implementing Prompts in the IDE
In the IDE development tool, you need to find the prompt or rule section. In the case of RUCO, the prompt is clearly labeled, but in other tools, it may be called a rule. Different modes in RUCO have different prompts, and you can customize the prompts according to your specific requirements. For example, you can specify the Windows environment command for the terminal machine or the language for output.
Installing Context7
Installing Context7 can be a bit more challenging in the Windows environment due to some controls. However, the tool provides specific instructions for Windows installation. After installation, you can use it to query relevant technologies and get detailed information.
The Importance of Clear Instructions
Writing clear instructions is crucial for AI coding. By providing detailed specifications, to-do lists, and readme files, you can ensure that the AI understands your requirements and produces a program that meets your expectations. Additionally, adding comments to your code can make it easier to understand and maintain.
Conclusion
AI coding has the potential to revolutionize the way we develop programs. However, it requires a solid understanding of the technology, the development environment, and the importance of clear instructions. By following the tips and techniques discussed in this video, you can enhance the effectiveness and efficiency of your AI coding projects. If you're interested in learning more about AI applications, subscribe to my channel and join my LINE community for further discussions.
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