Software development projects take between 4 and 6 months on average to complete, with the debugging and testing phase taking the longest. Developers can speed up and improve accuracy of their projects by using AI to reduce debugging and testing time by 70%.

While we previously discussed ChatGPT and Bard as exceptional coding assistants, it's important to highlight that there are numerous other remarkable tools in the market. To help you on your journey to becoming a 10x developer, we have compiled a list of the most effective AI coding tools. These tools are designed to empower developers like you, providing innovative features and capabilities that will revolutionize your coding experience.

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Also read: 12 in-demand programming languages to learn in 2023 

1. GitHub Copilot

Coding from scratch takes time and effort. GitHub Copilot is an AI coding assistant that revolutionizes the coding process. It provides real-time code and function suggestions directly in the editor, accelerating code writing by up to 55%. Copilot's impressive capabilities allow developers to construct entire functions on the fly by utilizing pre-defined modules. Leveraging its training on vast amounts of public code, Copilot can effortlessly transform natural language prompts, including comments and method names, into coding suggestions across numerous programming languages. 

Key features include: 

• Saves time by reducing the need to search for code solutions on Stack Overflow or Google.
• Facilitates making changes to entire functions based on intelligent suggestions.
• Compatible with popular code editors such as Visual Studio, VS Code, Neovim, and JetBrains IDEs.
• Utilizes OpenAI Codex to generate code and provides tutorials.
• Uses code from GitHub to enhance suggestions.
• Transforms natural language prompts into coding suggestions across different languages.
• Offers intelligent coding suggestions for snippets, functions, and methods during coding.
• Seamlessly integrates with renowned code editors like VS Code and JetBrains.
• Enables real-time collaboration and code sharing among programmers.
• Provides coding recommendations based on project outline and style conventions.
• Facilitates learning without extensive documentation through an automatic coding environment.
• Tracks progress over time, including the acceptance or rejection of coding suggestions.
  

2. OpenAI Codex

Codex, an AI system developed by OpenAI, is a powerful tool that transforms natural language into programming code. Trained on an extensive dataset of public GitHub repositories, Codex has exceptional proficiency in Python and can handle over a dozen other programming languages like JavaScript, Go, Perl, TypeScript, PHP, and Ruby. Its versatility extends beyond simple code completion, as it can generate complex code snippets. This makes it valuable across diverse sectors, including emerging app development, data science, and artificial intelligence. Harness the potential of Codex to streamline your coding process and unlock new possibilities in software development.

Codex excels at these features:

• Provides access to extensive libraries and APIs to enhance code functionality.
• Enhances automatic addition of comments to improve code quality, readability, and accessibility.
• Analyzes code analysis and gives suggestions on execution time optimization and enhanced performance.
• Offers proficiency in processing programming languages from natural language input.
• Provides versatility in various applications, including auto code completion and complex code snippet generation.
• Completely free to use, providing access to powerful features for efficient development of complex applications.

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3. Tabnine

Tabnine is an exceptional code completion software that harnesses the power of advanced machine learning algorithms. By providing accurate and context-aware code completions, Tabnine empowers developers to write code with greater speed and precision, all while minimizing errors. Boosting productivity to new heights, Tabnine goes beyond traditional code completion by automatically suggesting completions that align perfectly with your unique coding patterns. Experience enhanced code quality and consistency as Tabnine seamlessly assists you while you type, revolutionizing your coding journey.

Key features of Tabnine are: 

• Leverages advanced machine learning for accurate and context-aware code completions.
• Supports multiple languages including Python, JavaScript, C++, HTML, and CSS.
• Understands variables, functions, and classes in your code.
• Generates code snippets for common programming tasks, saving time and effort.
• Automates repetitive coding patterns, freeing up developers to focus on critical tasks.
• Identifies potential coding errors, enhancing code quality and reducing debugging time.
• Seamlessly integrates with popular code editors and IDEs like Visual Studio Code, IntelliJ IDEA, PyCharm, and more.
  

4. AiXcoder

AiXcoder is an advanced code completion and code search engine that utilizes cutting-edge deep learning technology. It offers the capability to recommend entire lines of code, significantly enhancing coding speed and efficiency. Additionally, AiXcoder features a comprehensive code search engine that enables users to explore API use cases on GitHub. With AiXcoder, developers can accelerate their coding process and easily discover relevant code snippets for their projects.

Key features of AiXcoder:

• Provides coding efficiency statistics to track productivity and performance.
• Seamlessly integrates with popular IDEs for streamlined code search operations.
• Enables smart coding with comprehensive full-line and multi-line code completion.
• Generates complete code for desired functions based on natural language input.
• Offers enterprise-level customization services to tackle complex programming challenges.
• Supports a wide range of IDEs including IntelliJ IDEA, GoLand, PyCharm, WebStorm, VS Code, Eclipse, and more.
• Ensures privacy with an offline coding environment powered by deep learning techniques.
• Supports multiple programming languages such as C, C++, C#, JavaScript, TypeScript, Go, and more.
• Utilizes contextual and grammatical analysis to predict and suggest code with a single click.
• Utilizes adaptive GitHub open source code search to find similar code and avoid redundant development.

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5. IntelliCode ‍

Visual Studio’s IntelliCode is an AI-powered coding engine that integrates straight into your coding workflow.Designed for Python, TypeScript/JavaScript, and Java developers, IntelliCode leverages machine learning to deliver context-aware insights and suggestions, leading to precise coding. It streamlines the development process by increasing productivity, and providing useful recommendations. 

With the assurance of local operation, IntelliCode prioritizes the privacy and security of your code. It enhances IntelliSense by offering developers a contextual list of options based on their current code patterns and context, surpassing the limitations of a static alphabetical list of methods or properties. 

Key support features of Visual Studio's IntelliCode:

• Flexible code refactoring capabilities to improve code structure and design.
• Efficient identification of code duplication when making local code modifications.
• Complete lines of code instantly with accuracy and consistency.
• Clear and prominent suggestions at the top of the completion list, indicated by a star icon.
• Recognition of code context, including variables, functions, and programming languages.
• Identification of typical coding tasks and recommendations for the best quick actions, even as you type.
• Collaboration-friendly environment allowing code sharing among multiple contributors, benefiting from intelligent suggestions and recommendations.
  

6. AlphaCode

Google-backed DeepMind's AlphaCode is an AI-powered code generator that offers developers access to diverse language libraries. By utilizing AlphaCode, developers can benefit from an extensive collection of pre-existing libraries, enabling them to swiftly and effortlessly connect and utilize third-party APIs.

AlphaCode employs transformer-based language models to generate code based on natural language explanations of a given problem. It excels in tackling intricate programming challenges that require critical thinking, algorithmic understanding, coding expertise, and natural language comprehension. With AlphaCode, developers can simplify the code creation process and overcome complex programming obstacles with ease.

Key features of AlphaCode:

• Utilizes transformer-based language models to create high-performing computer programs.
• Solves coding issues by employing logic, algorithms, coding skills, and natural language comprehension.
• Uses a comprehensive dataset of competitive programming tasks and corresponding solutions from GitHub.
• Generates code in multiple programming languages, including C++, Java, Python, Haskell
• Provides insights into the transformer model's attention weights, revealing the tokens used to generate the code.
• Capable of handling issues with various ratings and tags, such as constructive and greedy algorithms.
• Produces accurate and efficient solutions that pass all test cases in the dataset, ensuring code correctness and effectiveness.

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7. AskCodi

AskCodi is an invaluable tool that streamlines the software development process and saves developers precious time. With support for over 50 programming languages, the platform is designed to eliminate repetitive tasks and expedite software development. It empowers developers with the ability to ask Codi AI questions regarding coding, code explanations, documentation, and testing. This proves especially beneficial for developers working in specialized domains such as scientific analysis and data science, where finding online solutions can be challenging. With AskCodi, developers can overcome hurdles more efficiently and advance their projects with ease.

Key features of AskCodi:

• Seamless integration with popular IDEs like VS Code and PyCharm, enhancing your coding experience.
• Provides code snippets as solutions to coding-related questions in various languages, including English, German, and Polish.
• Generates code from natural language descriptions in over 30 programming languages.
• Accesses and shares previous searches and created code snippets with team collaborators.
• Analyzes your code for bugs, performance issues, security vulnerabilities, and best practices, with suggestions for improvement.
• Offers applications for both frontend and backend development, documentation, and more.‍

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Over to you‍

There you have it! Now you know what AI code tools can help you work more efficiently by simplifying your development process.

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