Today, Ajiu shares how to use Claude for efficient code generation, enhancing your programming efficiency by 300%!
Ajiu has summarized a 4+3 model for generating high-quality code with Claude, consisting of 4 core steps and 3 advanced techniques.
This model has been validated through constant practice after helping hundreds of programmers and developers optimize their code generation processes.
What are the four core steps?
First: Clarify the requirements and break down the functional modules.
Second: Set coding style and specification requirements.
Third: Generate code in batches and gradually improve it.
Fourth: Interactive debugging and optimization.
When it comes to clarifying requirements, Ajiu can’t help but recall an experience from last week with a core member.
He wanted Claude to generate a file processing system, simply saying, “Help me write a file processing system.”
The result was that the code generated by Claude did not meet his expectations at all.
Later, under Ajiu’s guidance, he broke down the requirements into specific modules such as file upload, format validation, batch renaming, and automatic classification, and the quality of the code improved significantly.
Why is it necessary to break down requirements?
Because AI is like an experienced programmer; the clearer your requirement description, the more precise the code it outputs.
Ajiu suggests using this five-step method to break down requirements: Step 1: Clarify the core functionality and list all necessary modules.
Step 2: Define the input and output for each module.
Step 3: Determine the interaction relationships between modules.
Step 4: List exception handling scenarios.
Step 5: Specify performance and scalability requirements.
Regarding setting coding styles, many may think this step is unimportant.
However, Ajiu has found an interesting phenomenon: developers who strictly enforce coding standards during code generation often reduce maintenance costs by over 60% later on.
To this end, Ajiu has prepared a complete Claude code generation style guide for annual core members, which includes best practices and industry standards for various mainstream programming languages, ensuring your code is both standardized and elegant.
So how can you efficiently set coding styles?
Ajiu has summarized three key points: First: Specify the programming paradigm, such as object-oriented or functional programming.
Second: Clarify naming conventions and code commenting requirements.
Third: Set standards for error handling and logging.
The most important thing is to generate code in batches.
Ajiu has noticed that many people want to generate all the code at once; this often backfires.
There was a student who wanted Claude to generate a complete e-commerce backend all at once, resulting in code that was both chaotic and hard to maintain.
Batch code generation should follow this process: Step 1: First generate the framework code for the core functional modules.
Step 2: Gradually improve the specific implementation of each module.
Step 3: Generate unit tests and documentation comments.
Step 4: Optimize code structure and performance.
Ajiu recalls a situation from last month where Claude’s interactive debugging capabilities were simply amazing.
A friend who develops games encountered a tricky bug. We used Claude for code analysis and debugging, and through continuous dialogue and optimization, we not only solved the problem but also discovered several potential performance bottlenecks.
Next, let’s discuss three advanced techniques: The first technique is context continuation.
When you need Claude to generate a series of related codes, don’t describe the background again each time.
For example, if you are developing a user authentication system, after generating the login module, you can simply say, “Based on the previous login module, add user registration functionality.”
The second technique is code explanation feedback.
After generating each key piece of code, ask Claude to explain its workings and design considerations.
This not only deepens your understanding but also helps identify potential issues promptly.
Speaking of this, Ajiu remembers an interesting case where a mobile developer discovered a memory leak issue in their code through this method and optimized it in time.
The third technique is incremental optimization.
This is like meticulously refining your code.
Ajiu suggests first letting Claude generate the basic functionality, then gradually adding performance optimizations, security handling, exception handling, etc.
Don’t expect to generate perfect code all at once; this process is like building a house, starting with the framework and then moving on to the decoration.
Recently, Ajiu has also organized a list of 100 classic scenarios for Claude code generation, detailing how to accurately describe requirements, optimize code quality, and solve various common problems in different types of projects.
This material is currently only available to Ajiu’s annual core members, with each scenario accompanied by complete code examples and best practice guides.
Another important detail is about Claude 3.5 Sonnet’s code generation capabilities.
The newly added Artifacts feature is simply a boon for developers, allowing real-time preview and editing of generated code.
Ajiu’s tests found that using the Artifacts feature improved code generation efficiency by at least 50% compared to traditional methods.
By the way, here’s a little tip: When you need to generate complex data structures, you can first describe the data relationships in natural language, then let Claude generate the corresponding class diagrams or ER diagrams, and finally generate specific code based on these diagrams.
This way, the generated code structure will be clearer and more reasonable.
Speaking of code generation, Ajiu suddenly recalls an experience of helping a startup team optimize their development process.
They originally needed three people a week to complete a functional module, but using these techniques, one person finished it in three days, and the code quality was even better.
This has made Ajiu even more convinced that mastering the correct Claude code generation methods can indeed lead to a qualitative leap in development efficiency.
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PS. How to get the latest Claude model account and watch Ajiu’s internal advanced sharing on Claude?
Ajiu teaches you to use AI’s exclusive advanced Claude application course and the Claude account pool available for direct use in China, as well as better Claude accounts are all here. Note “Claude” will pass friendly within 10 minutes.
