Pro tip: If you are working with APIs, use Apidog to design, document, test, debug, and mock codes generated by DeepSeek! You will work 100 times faster.
Here are 10 practical prompts designed to help with coding tasks such as code generation, debugging, optimization, and more:
1. Code Generation
- Prompt: "Generate a Python function that takes a list of integers as input and returns the sum of all even numbers in the list."
- Use Case: Quickly create a function to solve a specific problem.
2. Debugging Assistance
- Prompt: "I have the following Python code that is throwing an error. Can you help me identify and fix the issue? [Insert code snippet]."
- Use Case: Debugging code that isn't working as expected.
3. Code Optimization
- Prompt: "Optimize this JavaScript function for better performance: [Insert code snippet]."
- Use Case: Improve the efficiency of existing code.
4. Algorithm Explanation
-
Prompt: "Explain how the QuickSort algorithm works and provide a step-by-step example with the array
[5, 3, 8, 4, 2]
." - Use Case: Understand complex algorithms with practical examples.
5. API Integration
-
Prompt: "Write a Python script to fetch data from a REST API (e.g.,
https://api.example.com/data
) and parse the JSON response." - Use Case: Automate API interactions and data processing.
6. Database Query
-
Prompt: "Write an SQL query to find all customers who made a purchase in the last 30 days from a table named
orders
." - Use Case: Retrieve specific data from a database.
7. Code Refactoring
- Prompt: "Refactor this Java class to follow the SOLID principles: [Insert code snippet]."
- Use Case: Improve code readability and maintainability.
8. Error Handling
- Prompt: "Add proper error handling to this Python script that reads a file and processes its contents: [Insert code snippet]."
- Use Case: Make code more robust by handling exceptions.
9. Framework-Specific Code
- Prompt: "Create a React component that displays a list of items fetched from an API and allows the user to filter the list by a search term."
- Use Case: Build UI components using specific frameworks.
10. Testing and Validation
-
Prompt: "Write unit tests for this Python function using the
unittest
framework: [Insert function code]." - Use Case: Ensure code reliability by creating test cases.
These prompts can be tailored to your specific needs and programming language of choice. What prompts you are using to help with the coding work?
Top comments (4)
I mean, what’s special about these prompts? They’re just plain English requests for solving some specific problem. Usually by prompt engineering folks mean something that outputs stuff like “You’re a seasoned grumpy C programmer with strong opinions on TDD and DDD. You have two hours max to make your next task. Using principles of defensive coding and OWASP top-10 security principles write a minimal bullet-proof HTTP server in bare Go with explaining each function’s necessity like your life depends on its presence in the source code.”
This actually works! Can't believe it!
This whole article reads like it's generated by DeepSeek as a response to the same old, overused, rudimentary prompt, all the while DeepThink was turned off.
🔥 These coding prompts are a game-changer! 🚀 Whether it’s debugging, optimizing, or integrating APIs, these practical prompts make coding so much easier! 💡
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