5 most worthwhile AI programming tools for programmers. AI is revolutionizing programming, and programmers are no longer just "writing code", but using AI tools to achieve intelligence and automation. Here are 5 recommended AI programming tools that are worth buying, focusing on their features and applicable groups.
1. GitHub Copilot
features: Based on large model auto-completion, it supports multilingual development and can generate functions, tests, and comments.
Suitable for: Full-stack and back-end programmers who write a lot of business code on a daily basis.
2. Cursor
features: AI-native IDE, supports conversational code modification, and can automatically refactor across files.
Suitable for: Individual developers and small teams focused on code quality and refactoring efficiency.
3. ChatGPT (o series)
features: Strong reasoning ability, support Code Interpreter, and can quickly generate scripts, algorithms, and prototype verification.
Suitable for: Algorithm engineers, data developers, and programmers who need to validate ideas quickly.
4. Claude 3.5 Sonnet
features: Good understanding of long text, good at generating system documentation, test matrix and normalized code.
Suitable for: Back-end and platform engineers who need to write technical solutions, interface documentation, and unit tests.
5. Amazon Q Developer
features: AWS native AI Agent, which can automatically generate code, IaC templates, and perform cloud deployment.
Who is for: Cloud-native, DevOps, and AWS-heavy development teams.
Frequently Asked Questions (Q&A)
Q: Which AI programming tool is more suitable for daily development, GitHub Copilot or Cursor?
A: GitHub Copilot is more versatile and suitable for quick completion; Cursor is better suited for refactoring and cross-file modifications.
Q: What is the difference between ChatGPT and Claude in programming scenarios?
A: ChatGPT is more suitable for scripting and prototyping; Claude is better at generating system instructions and test documentation.
Q: Is Amazon Q Developer only available for AWS projects?
A: It is the strongest in the AWS environment, but it can also handle general code interpretation and generation tasks.
Q: Individual developers have a limited budget, which ones are the most recommended to buy?
A: Prefer ChatGPT and GitHub Copilot, as the combination of the two can cover daily needs.
