Five essential AI tools for developers, don't miss it!
In today's fast-paced and fiercely competitive era, improving work efficiency and product quality has become particularly important. As a software developer, you must also keep up with modern tools to stay ahead of the curve. In this article, I summarized 5 types of artificial intelligence tools that are essential for developers in 2023. These tools will help you improve work efficiency, optimize code quality, and stand out in the fierce market competition
1. Code completion and prediction
TabNine
TabNine is an intelligent code completion tool based on OpenAI's GPT model. It can predict code completion content based on context and user habits, thereby improving coding efficiency. TabNine supports a variety of mainstream integrated development environments (IDEs) and editors, such as Visual Studio Code, PyCharm, Sublime Text, etc., and provides intelligent completion functions for different programming languages. Users can install the TabNine plug-in and easily use this feature in their favorite development environment. Through continuous learning and training, TabNine can provide high-quality code completion suggestions to help developers save time and improve coding efficiency
https://www.tabnine.com/
GitHub Copilot
GitHub Copilot is a cloud-based AI programming tool jointly developed by GitHub and OpenAI companies that converts code comments into suggested code and automatically completes code blocks and duplicate codes. segments as well as entire methods, translate code and even generate unit tests. Currently it supports Visual Studio Code, Visual Studio, Neovim and JetBrains Integrated Development Environment (IDE), and is compatible with multiple languages such as Python, JavaScript, TypeScript, Ruby, Go and Java.
The content that needs to be rewritten is: https://github.com/features/copilot. What's been rewritten: GitHub's Copilot feature is an AI-based code auto-completion tool that can help developers write code faster by analyzing the code base and documentation to generate code snippets. Copilot supports multiple programming languages and can be integrated with multiple editors and IDEs to provide developers with a more efficient programming experience
2. Code Review
DeepSource
DeepSource is an automated code review and analysis tool designed to help development teams improve code quality and security. It supports multiple programming languages and provides a set of static code analysis rules for detecting potential code errors, security vulnerabilities, and coding style issues. At the same time, DeepSource can be integrated with code hosting platforms (such as GitHub, GitLab, etc.) and integrated development environments (IDEs) to analyze code in real time and provide improvement suggestions to help developers find and fix problems at an early stage.
The content that needs to be rewritten is: https://deepsource.com/
CodeGuru
CodeGuru is a product launched by Amazon Developer tools are designed to help developers improve the performance and quality of applications. It provides two main functions: CodeGuru Reviewer and CodeGuru Profiler
CodeGuru Reviewer is an automated service that utilizes AI technology for code review. It can analyze the code and identify potential defects and optimization suggestions, helping the development team discover potential performance issues, security vulnerabilities and code quality issues, thereby improving the reliability and security of the code
CodeGuru Profiler is a Performance analysis tools to help developers identify performance bottlenecks in applications and provide optimization recommendations. It can analyze application performance data and provide optimization suggestions based on actual operating conditions to help developers improve the performance of their applications.
https://aws.amazon.com/cn/codeguru/
DeepCode
DeepCode is an AI-based code review tool that uses machine learning algorithms to analyze the code base and identify potential security vulnerabilities, bug risks and performance issues. By learning from massive open source code datasets and applying advanced semantic analysis techniques, DeepCode is able to provide developers with precise, context-aware recommendations that improve code quality.
The content that needs to be rewritten is: https://snyk.io/platform/deepcode-ai/
4. Automatic code reconstruction
Sourcery
Sourcery is an automated code refactoring tool designed to help developers improve and simplify their code. Sourcery analyzes code and automatically applies a series of refactoring patterns and best practices to improve code readability, performance, and maintainability. These refactorings include eliminating redundancy, simplifying complex code, introducing clearer naming, etc. Through automated refactoring, Sourcery can help developers save time and ensure that code complies with best coding practices, thereby improving code quality and development efficiency.
The content that needs to be rewritten is: https://sourcery.ai/
5. Automated testing
Testim
Testim is an AI-driven automated testing platform designed to help teams accelerate application testing and quality assurance processes. Testim provides an intuitive interface that allows users to easily record, edit and run automated tests. These tests can cover different types of applications such as web applications, mobile applications, and APIs. Testim also provides intelligent test automation capabilities based on machine learning that can identify and maintain test scripts, thereby reducing test maintenance costs.
https://www.testim.io/
The above is the detailed content of Five essential AI tools for developers, don't miss it!. For more information, please follow other related articles on the PHP Chinese website!
Hot AI Tools
Undresser.AI Undress
AI-powered app for creating realistic nude photos
AI Clothes Remover
Online AI tool for removing clothes from photos.
Undress AI Tool
Undress images for free
Clothoff.io
AI clothes remover
AI Hentai Generator
Generate AI Hentai for free.
Hot Article
Hot Tools
Notepad++7.3.1
Easy-to-use and free code editor
SublimeText3 Chinese version
Chinese version, very easy to use
Zend Studio 13.0.1
Powerful PHP integrated development environment
Dreamweaver CS6
Visual web development tools
SublimeText3 Mac version
God-level code editing software (SublimeText3)
Hot Topics
1376
52
Four recommended AI-assisted programming tools
Apr 22, 2024 pm 05:34 PM
This AI-assisted programming tool has unearthed a large number of useful AI-assisted programming tools in this stage of rapid AI development. AI-assisted programming tools can improve development efficiency, improve code quality, and reduce bug rates. They are important assistants in the modern software development process. Today Dayao will share with you 4 AI-assisted programming tools (and all support C# language). I hope it will be helpful to everyone. https://github.com/YSGStudyHards/DotNetGuide1.GitHubCopilotGitHubCopilot is an AI coding assistant that helps you write code faster and with less effort, so you can focus more on problem solving and collaboration. Git
Which AI programmer is the best? Explore the potential of Devin, Tongyi Lingma and SWE-agent
Apr 07, 2024 am 09:10 AM
On March 3, 2022, less than a month after the birth of the world's first AI programmer Devin, the NLP team of Princeton University developed an open source AI programmer SWE-agent. It leverages the GPT-4 model to automatically resolve issues in GitHub repositories. SWE-agent's performance on the SWE-bench test set is similar to Devin, taking an average of 93 seconds and solving 12.29% of the problems. By interacting with a dedicated terminal, SWE-agent can open and search file contents, use automatic syntax checking, edit specific lines, and write and execute tests. (Note: The above content is a slight adjustment of the original content, but the key information in the original text is retained and does not exceed the specified word limit.) SWE-A
Learn how to develop mobile applications using Go language
Mar 28, 2024 pm 10:00 PM
Go language development mobile application tutorial As the mobile application market continues to boom, more and more developers are beginning to explore how to use Go language to develop mobile applications. As a simple and efficient programming language, Go language has also shown strong potential in mobile application development. This article will introduce in detail how to use Go language to develop mobile applications, and attach specific code examples to help readers get started quickly and start developing their own mobile applications. 1. Preparation Before starting, we need to prepare the development environment and tools. head
What does DeepSeek deep thinking and online search mean
Feb 19, 2025 pm 04:09 PM
DeepSeekAI tool in-depth analysis: Deep thinking and network search function detailed explanation DeepSeek is a powerful AI intelligent interactive tool. This article will focus on its two core functions of "deep thinking" and "network search", helping you better understand and Use this tool. Interpretation of DeepSeek's core functions: Deep Thinking: DeepSeek's "deep thinking" function is not a simple information retrieval, but is based on a huge pre-trained knowledge base and powerful logical reasoning capabilities to conduct multi-dimensional and structured analysis of complex problems. It simulates human thinking patterns, provides logically rigorous and organized answers efficiently and comprehensively, and can effectively avoid emotional prejudice. Internet search: "Internet search" function
deepseek image generation tutorial
Feb 19, 2025 pm 04:15 PM
DeepSeek: A powerful AI image generation tool! DeepSeek itself is not an image generation tool, but its powerful core technology provides underlying support for many AI painting tools. Want to know how to use DeepSeek to generate images indirectly? Please continue reading! Generate images with DeepSeek-based AI tools: The following steps will guide you to use these tools: Launch the AI Painting Tool: Search and open a DeepSeek-based AI Painting Tool (for example, search "Simple AI"). Select the drawing mode: select "AI Drawing" or similar function, and select the image type according to your needs, such as "Anime Avatar", "Landscape"
Understanding VSCode: What is this tool used for?
Mar 25, 2024 pm 03:06 PM
"Understanding VSCode: What is this tool used for?" 》As a programmer, whether you are a beginner or an experienced developer, you cannot do without the use of code editing tools. Among many editing tools, Visual Studio Code (VSCode for short) is very popular among developers as an open source, lightweight, and powerful code editor. So, what exactly is VSCode used for? This article will delve into the functions and uses of VSCode and provide specific code examples to help readers
Which Linux distribution is best for Android development?
Mar 14, 2024 pm 12:30 PM
Android development is a busy and exciting job, and choosing a suitable Linux distribution for development is particularly important. Among the many Linux distributions, which one is most suitable for Android development? This article will explore this issue from several aspects and give specific code examples. First, let’s take a look at several currently popular Linux distributions: Ubuntu, Fedora, Debian, CentOS, etc. They all have their own advantages and characteristics.
Is PHP front-end or back-end in web development?
Mar 24, 2024 pm 02:18 PM
PHP belongs to the backend in web development. PHP is a server-side scripting language, mainly used to process server-side logic and generate dynamic web content. Compared with front-end technology, PHP is more used for back-end operations such as interacting with databases, processing user requests, and generating page content. Next, specific code examples will be used to illustrate the application of PHP in back-end development. First, let's look at a simple PHP code example for connecting to a database and querying data:
