The programming world is evolving rapidly, with AI software being integrated to assist with coding and other tasks. Some programmers worldwide claim that it is only a matter of time before artificial intelligence completely replaces human programmers, as AI-generated code becomes more accurate over time. Some programmers view these tools skeptically, as they cannot be 100% relied upon as a replacement for a programmer, and rightfully so. Nonetheless, these software tools assist in writing tens of thousands of lines of code, which can reduce the workload for programmers and make their work more precise.
What is an AI Tool for Code Writing and Programming?
AI code is code written by artificial intelligence. An AI coding tool can write lines of code upon request or translate one programming language to another. Additionally, such a tool can perform requested tasks like generating a specific snippet to complete a line of code or searching for a specific piece of code among thousands of lines. Most tools in this field can interpret simple commands in a defined coding language and execute them for the programmer. None of the AI tools in the programming domain write or develop software entirely autonomously; therefore, these tools provide assistance to developers to improve productivity and efficiency, but do not replace them.
Why Do You Need AI Tools for Code Writing and Programming?
The main advantage of using AI tools for code writing and assisting in the programming process is saving time during the coding process and the ability to write code snippets without directly writing the code yourself. These tools provide autocomplete suggestions for common lines of code. AI coding tools are not yet advanced enough to develop things on their own or create complex code snippets independently, but they will assist programmers and developers who know how they want their application to perform a task—meaning they must know how to write the code, even if they use an AI tool to write the code snippets for them.
Automated Tools for Code Writing and Assistance for Programmers and Developers
1. GitHub Copilot
GitHub Copilot is a continuation of GPT-3 that incorporates programming task capabilities. GitHub Copilot possesses vast knowledge of how programmers and developers use code and has more advanced capabilities than GPT-3 when it comes to code generation, primarily because it includes broader and more accessible information on publicly available code snippets. The tool essentially translates your English text into lines of code and is designed to accelerate work for professional programmers as well as help beginner developers write lines of code.
Top Features of GitHub Copilot:
- Text to code conversion – Write a comment describing the desired action, and the tool converts your comment into a line of code.
- Auto-completion for repetitive lines of code – The tool specializes in rapidly generating code boilerplate and recurring code patterns.
- Tests – Testing is the foundation of any programming or development project, and the tool can review and test code you have written or imported.
- Presenting alternatives – The tool presents several alternatives for specific lines of code so you can choose your preferred option.
2. ChatGPT
ChatGPT is also a tool created by OpenAI, similar to Codex, and is especially popular due to its user-friendly interface. ChatGPT has the ability to expand its awareness and sound very human, and due to its broad range of responses, it can also generate and fix lines of code for you. The main disadvantages of ChatGPT in generating code are that it may produce code with bugs, the code is difficult to edit or refine, and it might include security vulnerabilities. Because of these drawbacks, the widespread use of ChatGPT in coding is for writing a limited number of lines and helping beginners understand how code is structured and how to start writing basic code.
3. Tabnine
Tabnine is an AI-based code completion tool that uses smart learning algorithms to deliver smart and intuitive code completion capabilities. The tool supports a variety of programming languages such as: Java, Python, C++, and more. The tool is based on an open-source system and is used by several leading technology companies like Facebook, Google, and more. Tabnine helps developers and programmers multiply their coding speed, significantly reduces code generation time, and solves coding issues that arise along the way.
Top Features of Tabnine:
- Composed of multiple AI models – Tabnine consists of several machine learning models, making it a highly effective AI tool for code writing and developer assistance.
- Complete code privacy – The tool will never share or store code you created collaboratively with it or code you entered into the system for testing or improvement.
- Code quality – Tabnine helps you prevent errors while writing code snippets and makes the code you create more organized and efficient.
- Supports a variety of programming languages – The tool supports major programming languages as well as less common languages such as TypeScript and Rust.
4. CodeWP
CodeWP is an AI tool for generating code for WordPress sites, offering support for writing PHP and JS code, primarily for WooCommerce and WordPress page builders (such as Elementor or Gutenberg). The tool helps you generate short lines of code and complete tasks that would usually take several hours to finish. The primary capability of this tool is suggesting small improvements to existing code snippets to optimize the code on your WordPress site. CodeWP is mainly intended for people without technical knowledge.
Summary and Recommendation
In this article, we covered AI tools for code writing and programming that help developers and programmers create high-quality code and test code snippets they have written. These tools are also useful for beginners who want to learn and understand how code is created and what actions the code they generate actually performs. It is important to mention that the tools presented in this article in their current state do not replace programmers or developers in their ability to write and build code from scratch, but rather only assist them. Personally, I recommend Copilot because it is a comprehensive tool for coding, supports a wide range of programming languages, and offers additional features beyond generating code snippets.
About the Author
Dvir Naaman, 27, graduate of the Digital Marketing course at HackerU College. Experienced in building WordPress websites, paid advertising on Google platforms, Facebook, YouTube, and TikTok. Specializes at Fialkov Digital in organic search marketing (SEO). Highly experienced in eCommerce and dropshipping, and owner of Merchant Center – a website aggregating information on eCommerce platforms and advanced marketing systems to increase business conversions with a focus on eCommerce store sales.
