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Artificial Intelligence

AI Code: Discover the 10 Best Tools on the Market

By August 16, 2023March 25th, 2024No Comments

Any software developer knows that technology exists to make your life easier! Honestly, when you come across the same broken piece of code and spend over 30 minutes analyzing it, don’t you think you could be spending your time on other activities?

That’s where artificial intelligence tools for code come in as a user-friendly alternative to solving the problem.

With advanced code analysis algorithms, AI can automatically detect problematic areas and suggest corrections. It understands patterns and identifies discrepancies, allowing programmers to fix errors more efficiently.

And with the recent advancement in AI technology, there are plenty of AI programming tools ready to assist you. Here are the top 10 that prove artificial intelligence is indeed our friend.

What Are the Best AI Code tools?

We’ve compiled an essential list of 10 tools that will revolutionize the way you generate, review, and debug code. Check it out!

1. Tess AI

Programming AI: Tess AI platform video generating code

The Tess AI, developed by Pareto, is a significant innovation in AI, incorporating advanced technologies such as natural language processing (NLP) and machine learning.

Based on renowned pre-trained models like OpenAI’s GPT-3 turbo and GPT-4 turbo, combined with Pareto’s proprietary algorithms, the platform is trained on comprehensive datasets covering various topics.

It connects you to the world’s leading AIs in a single tool, utilizing the most popular AI models in the market, such as GPT, Dall-E, Ada, and LIama.

In code generation, Tess AI utilizes advanced machine learning and natural language techniques to understand instructions, providing quick and accurate responses. It is capable of generating code snippets or even complete programs in languages such as Python, JavaScript, Java, C++, SQL, among others.

Upon receiving requests, Tess AI analyzes the text, understanding the message and intention to provide quick and accurate responses. Additionally, it can integrate with other APIs and services, expanding its capabilities to include image processing, voice recognition, and task automation.

This is indeed an intelligent and versatile virtual assistant, combining advanced language models with proprietary algorithms, offering a comprehensive solution to efficiently meet the diverse needs of users in the AI landscape.

Access Tess AI for free and optimize your work!

2. Codiga

Programming AI: image of code generated by Codiga platform

Codiga is an artificial intelligence assistant that focuses more on code analysis and review than on creating the code itself. Although it can generate code segments, its main purpose is not to write complete lines of code.

Instead, Codiga’s strength lies in optimizing and enhancing existing code, making it cleaner and more efficient.

Additionally, its dashboard reports all important metrics about code quality, showing the overall number of code violations, duplicate long and complex functions.

Key Features of Codiga

  • Code Review: Codiga provides comprehensive code reviews that can reduce the number of violations and vulnerabilities in the code;
  • Customization: It’s possible to create custom rules for code review in less than five minutes and then share them with the team so that everyone is on the same page;
  • Security Focus: The platform inspects the software for all common threats and automatically fixes security vulnerabilities in your IDE.

Code Limitations

  • Número limitado de integrações IDE: Codiga only integrates with VS Code, JetBrains, Visual Studio, GitHub, GitLab, and Bitbucket. If you use a different IDE, this artificial intelligence tool will not work with your current workflow;
  • PHP Limitations: Although Codiga supports 15 different languages, some users complain that it does not work as well with PHP.

Codiga Pricing

  • Basic: Free;
  • Pro: $14 per user per month.

3. Tabnine

Programming AI: image of code generated by TabnineTabnine is a standout tool in AI-powered code completion. Leveraging advanced deep learning algorithms, it enhances the development experience by providing intelligent autocomplete for various languages like Java, Python, and C++.

Widely adopted by industry leaders such as Facebook and Google, Tabnine accelerates coding by predicting and suggesting relevant lines of code, boosting productivity.

Moreover, this is an AI-driven code completion tool that enhances your development process by generating functions and even complete lines of code. It can anticipate and automatically suggest the next line of code based on the syntax used.

Key Features of Tabnine

  • Predictive Coding: Tabnine’s best feature is its ability to suggest your next line of code as you type through its predictive machine learning feature;
  • Flexible Hosting: It’s possible to run Tabnine on a laptop, on a firewall-protected server, or in the cloud, so this tool adapts to the company’s security protocols;
  • Multiple Programming Languages: The tool supports major and niche programming languages, including JavaScript, Python, TypeScript, Rust, Go, and Bash.

Tabnine Limitations

  • Limited Features in UI Frameworks: Some users complain that if you’re working with JavaScript UI frameworks, the suggestions are less accurate and often incorrect;
  • High Memory Usage: This program uses a lot of RAM and sometimes requires over 1 GB of memory to run.

Tabnine Pricing

  • Iniciante: Free;
  • Pro: $12 per user per month

(Contact Tabnine for pricing).

4. ChatGPT

Programming AI: image of code generated by ChatGPT

ChatGPT is arguably the most well-known AI tool, designed to answer users’ questions, challenge incorrect ideas, and reject inappropriate requests. Working with ChatGPT is like brainstorming with a smarter colleague.

As its primary goal is to answer your questions, you can apply it to a wide range of use cases, including writing code and even debugging and planning your product development process.

This AI technology has also received a recent upgrade to the GPT-4 model. Compared to GPT-3.5, GPT-4 comes with several significant improvements. It can process more complex instructions, understand more complicated syntaxes, and has an extended token limit equivalent to 25,000 words. Additionally, GPT-4 is notably more secure.

Key Features of ChatGPT

  • Flexibility: You can use the AI chatbot for functions beyond coding. As it’s simply a question and answer tool, it can streamline workflows across all functions of your organization;
  • Follow-up Questions: Some AI coding generators fail at the first hurdle by not understanding the full context of your question. Since ChatGPT asks follow-up questions, it can help you identify the information you need to provide to get an accurate answer;
  • Code Review: ChatGPT is particularly adept at identifying errors in your code and helping you fix them.

ChatGPT Limitations

  • Limited Context: Some users complain that in longer conversations, this chatbot tends to lose track. It might forget the information you provided at the beginning of the conversation and fail to provide coherent responses;
  • Generic Responses: Some also say this program tends to provide the same standard responses repeatedly, even when the context is different.

ChatGPT Pricing

  • ChatGPT 3.5: Free;
  • ChatGPT 4 Pro: $39.99 for 3 months.

5. GitHub Copilot

Programming AI: image of code generated by GitHub Copilot platform

GitHub Copilot was developed in partnership with OpenAI and acts as a virtual programmer that helps developers write better code at a rapid pace.

GitHub Copilot

It achieves this by suggesting entire lines or blocks of code as the developer types. The tool utilizes a system trained on public code repositories and is therefore capable of understanding a plethora of programming languages and coding styles.

GitHub Copilot not only reproduces the code it was trained on but also adapts and learns from each developer’s unique coding style. Thus, its suggestions become more personalized and accurate over time, making it an essential partner in the programming process.

Key Features of GitHub Copilot

  • Predictive Code Generation: Going beyond simple autocomplete, GitHub significantly streamlines the coding process by suggesting entire lines or blocks of code;
  • Multi-language Capability: This tool is trained on a multitude of public code repositories, enabling it to understand and assist with a vast array of programming languages;
  • Continuous Learning: The AI learns from coding styles and habits, providing personalized suggestions that improve over time.

GitHub Copilot Limitations

  • Integration and Slow Performance: Some users complain that teaching Copilot their process is time-consuming and requires a lot of training data. Once installed and running, its real-time AI features create code at a slower pace than other AI tools;
  • Limited Debugging Assistance: GitHub provides some assistance with debugging but doesn’t offer in-depth support.

GitHub Copilot Pricing

  • Individual: $10 per month;
  • Enterprise: $19 per user per month.

6. OpenAI Codex

Programming AI: image of code generated by OpenAI Codex

OpenAI Codex is from the same company that created ChatGPT, OpenAI, and its system uses large language models (LLMs) of deep learning, a process that involves teaching the AI to perform tasks by feeding it with a massive amount of data.

The Codex system was trained with the natural language processing capabilities of its GPT-3 platform and with billions of lines of code. Thanks to this deep training process, Codex can translate written instructions into high-quality code in real-time.

However, it’s worth noting that this AI-based coding assistant is more efficient in generating code snippets rather than complete codes.

OpenAI Codex was also used as the basis for GitHub Copilot, highlighting its ability to assist programmers with code suggestions and creation.

Key Features of OpenAI Codex

  • Quick Setup: As OpenAI spent a lot of time training its coding system, most software developers can get started immediately without having to feed Codex with their own training datasets;
  • AI Code Completion Tool: As you work, Codex emerges as an intelligent code completion tool, suggesting code snippets to automatically complete common coding tasks;
  • Natural Language Prompt: You can write a prompt asking Codex to solve a coding problem, and it will respond with code suggestions.

OpenAI Codex Limitations

  • Poucas Linguagens Suportadas: Codex works best with Python. Although it also supports JavaScript, Go, Perl, PHP, Ruby, Swift, TypeScript, and Shell, code suggestions may be less accurate in these languages;
  • Sem Revisão de Código: OpenAI Codex is primarily a Generative AI. It’s not designed to suggest improvements to the code you’ve already written.

Preços do OpenAI Codex

  • Free and open to all.

7. CodeT5

Programming AI: image of code generated by CodeT5CodeT5 is an open-source AI code generator tool that enables developers to quickly and easily create bug-free code. Additionally, it’s an open-source project with support for various programming languages such as Java, Python, and JavaScript.

CodeT5 also features an online and an offline version to ensure data security and is specialized in text-to-code generation, code-to-code translation, and code summarization, empowering developers to bridge the gap between natural language instructions and executable code.

Key Features of CodeT5

  • Text-to-Code Generation: You can provide a prompt to CodeT5, and it will write code to match your request;
  • Code-to-Code Translation: If your team works in multiple programming languages, CodeT5 can take your code in one language, such as Python, and translate it into another, such as JavaScript;
  • Code Summarization: CodeT5 can explain what a piece of code does in plain language, which can help even experienced software developers learn new languages and frameworks.

Limitations of CodeT5

  • Possible Security Risks: The team that developed CodeT5 states that this software may contain sensitive personal information, such as addresses and identification numbers, and may generate vulnerable code.

CodeT5 Pricing

  • Free and open to all.

8. CodeWP

Programming AI: image of code generated by CodeWP

CodeWP is the cloud-based AI-powered WordPress code generator. The tool is designed to simplify the coding process for WordPress developers at all skill levels.

This platform is capable of generating valid code for numerous tasks, such as creating post types, developing plugins, extending product core functionality, among others.

Its operation is simple, the user only needs to describe the code they want to use, and CodeWP produces efficient and secure code that can be edited as needed. Trained on a vast dataset of WordPress code, CodeWP ensures high accuracy, saving time, improving productivity, and reducing costs.

Key Features of CodeWP

      • AI-driven WordPress code generation;
      • Supports a variety of tasks, including custom post type creation and plugin development;
      • Pre-built and verified code snippets for various use cases;
      • Write code for WordPress core or other major plugins like WooCommerce, ACF, and page builders.

CodeWP Pricing

      • Price: Free plan available with paid plans starting at $12/month.

9. Amazon CodeWhisperer

ia para programacao: imagem de um código gerado pelo Amazon CodeWhispererCodeWhisperer, developed by Amazon, is a tool that harnesses AI to provide real-time code suggestions. Additionally, it facilitates reviews by identifying matches in open-source codebases.

This tool also stands out for its ability to check for security vulnerabilities and suggest immediate fixes. A strong point is its focus on code security, following best practices including OWASP guidelines.

It’s a valuable resource for developers looking to be more efficient, accurate, and secure in their coding efforts.

CodeWhisperer Key Features

      • Multi-language Capability: Real-time code recommendations in multiple programming languages;
      • Compatibility with Various IDEs: Amazon CodeWhisperer provides AI-driven code suggestions for various programming languages;
      • Built-in Security Checks: It’s capable of checking Java, JavaScript, and Python projects for hard-to-find vulnerabilities, such as those among the top 10 OWASP Worldwide Application Security Project vulnerabilities;
      • Continuous Learning: Improving code accuracy and security through machine learning-based suggestions.

CodeWhisperer Limitations

      • Complex Code Limitations: May not be able to handle complex or novel coding tasks that require more creativity or domain knowledge;
      • Potential Security Risks: May pose privacy or security risks if code suggestions leak developers’ or their projects’ confidential or sensitive information.

CodeWhisperer Pricing

      • Individual: Free;
      • Professional: Prices starting at $19/month.

10. Replit Ghostwriter

ia para programacao: imagem de um código gerado pela plataforma replit ghostwriterReplit is an online coding platform, offering an interactive space for users to code, collaborate, and learn together. It’s known for its browser-based IDE that allows co-coding in documents and native hosting.

One of its most well-known features is Ghostwriter, an AI-powered code assistant designed to streamline the coding process. Trained on millions of lines of code, Ghostwriter provides contextually relevant code suggestions, making it a valuable tool for programmers of any level.

From code autocompletion to debugging, Ghostwriter can help speed up coding, improve code quality, and aid in learning new programming languages.

Replit Ghostwriter Top Features

      • Supports 16 Programming Languages: Replit Ghostwriter supports JavaScript, Python, Bash, C, C#, C++, CSS, Go, Java, HTML, PHP, Perl, R, Ruby, Rust, and SQL;
      • Fast Response Time: The average response time of the Ghostwriter chatbot is 500 ms, so your developers won’t get frustrated with slow speeds;
      • Voice to Code: Besides typing messages into the chatbot, you can also use voice messages to kick off projects while on the go.

Replit Ghostwriter Limitations

      • May Not Work Well in All Languages: While supporting 16 languages, this program is most effective in Python and JavaScript;
      • Works Only Within Replit IDE: Ghostwriter is a feature of the Replit integrated development environment and cannot be used with any other IDE. So, if you already use Visual Studio Code, XCode, JetBrains, or another platform, Ghostwriter won’t work for you.

Replit Ghostwriter Pricing

Ghostwriter costs an additional $10 per month on top of the Replit plan. Only the Pro Plan of $20 per month gives access to Ghostwriter, which will bring your total to $30 per month.

Banner da plataforma Tess AI

Conclusion

AI tools for programming can make your life and that of your entire team easier. No more wasting time trying to fix broken code snippets for many hours and attempts. Now, you can harness AI to your advantage!

At best, AI code generators can act as (artificially) intelligent coworkers, helping to brainstorm, problem-solve, and explore ideas that drive your development process forward.

Take the opportunity to try out Tess AI for free and start exploring all the platform’s features, in addition to code development. Remember, the extra productivity will save you time and money.

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