Best AI Coding Tools

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In this webstory, we'll share some of the best AI coding tools designed to streamline tasks such as code generation, bug fixing, code explanation, and unit test writing.

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1. CodeGPT CodeGPT, a VS Code extension developed by Daniel San, leverages ChatGPT models including GPT-4 to aid developers in code generation, explanation, problem-solving, and more.

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With support for 16 programming languages, CodeGPT serves as a versatile AI coding tool, complementing GitHub Copilot X for those seeking alternative solutions.

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2. GPT Engineer GPT Engineer, an open-source project gaining traction among developers, facilitates codebase building through an AI agent, requiring input clarification before generating code, particularly suited for projects utilizing GPT-4 APIs.

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3. Replit Ghostwriter: Replit Ghostwriter emerges as an AI coding tool supporting code completion, generation, debugging, and more, with a focus on context-aware responses and automatic issue detection.

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Available with Replit's Pro plan, Ghostwriter facilitates coding in various languages within an online IDE environment, enhancing the programming experience through AI assistance.

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4. Codey and Studio Bot by Google: Google introduces Codey and Studio Bot as AI coding assistants, with Codey tailored for Google Colab and Studio Bot for Android Studio, offering functionalities like code generation and test case creation.

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While Codey currently supports Python and is accessible to US users initially, Studio Bot targets Android developers, gradually expanding its capabilities beyond code generation.

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5. GitHub Copilot X: GitHub Copilot X stands out as an AI coding assistant powered by the GPT-4 model, offering robust features like code completion, debugging, and code explanation.

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It integrates seamlessly with various workflows, providing contextual suggestions and personalized answers without extensive documentation reading.

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Supporting numerous programming languages, Copilot X enhances developer productivity significantly, as evidenced by Microsoft's research indicating increased focus and efficiency.

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6. Amazon CodeWhisperer: Amazon CodeWhisperer showcases a coding-specific large language model trained on extensive code repositories, offering in-line code generation and vulnerability detection across multiple IDEs and languages.

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With its free usage and robust security features, CodeWhisperer positions itself as a competitive AI coding tool for developers seeking assistance in programming tasks.

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7. ChatGPT 4: ChatGPT 4, leveraging the powerful GPT-4 model, serves as a proficient AI coding tool, providing accurate code generation and explanations, with superior performance in coding tasks, particularly evident in HumanEval benchmarks.