Best AI Coding Assistants for Visual Studio Code - Page 3

GPT-4.1 represents a significant upgrade in generative AI, with notable advancements in coding, instruction adherence, and handling long contexts. This model supports up to 1 million tokens of context, allowing it to tackle complex, multi-step tasks across various domains. GPT-4.1 outperforms earlier models in key benchmarks, particularly in coding accuracy, and is designed to streamline workflows for developers and businesses by improving task completion speed and reliability.

Visual Studio IntelliCode enhances the development experience through AI-driven assistance. By prioritizing suggestions that you are most likely to need, IntelliCode helps streamline your workflow significantly. Its recommendations are informed by a wealth of information derived from numerous open-source projects on GitHub, each boasting over 100 stars. When used alongside the context of your existing code, the completion suggestions are customized to align with established coding practices. Beyond just completing statements, IntelliCode also offers signature assistance, suggesting the most relevant overload options based on the current context. Not only does IntelliCode provide personalized recommendations for your code, but it also facilitates sharing these insights across your team effortlessly. Thanks to this preview feature, you can create a team model that offers tailored suggestions for code outside the open-source realm, including methods from your custom utility classes or specialized libraries. Furthermore, by integrating our build task into your development pipeline, you can ensure that team completions remain current with any changes in the repository, fostering a more collaborative coding environment. This powerful tool ultimately empowers developers to work more efficiently and effectively within their teams.

Writing and understanding code can be quite challenging. Figstack simplifies this process, allowing you to concentrate on what truly matters in your projects. With the support of AI and trained on vast amounts of code, Figstack enhances your capacity to comprehend and generate code in various programming languages. If you find yourself struggling to grasp a specific program, the explain code feature translates it into clear, natural language for easier understanding. Looking to convert code from Python to Go, or from Ruby to JavaScript? The language translation function enables you to seamlessly shift between different programming languages. If drafting documentation for your functions feels tedious, you can rely on Figstack’s docstring writer to produce comprehensive docstrings, ensuring your code remains accessible and well-maintained. Additionally, you can evaluate your code's efficiency using the time complexity function, which expresses performance in Big O notation, helping you identify areas for optimization. With these powerful tools at your disposal, you can enhance both your coding skills and productivity significantly. Not only does Figstack streamline your coding process, but it also empowers you to create cleaner, more efficient code.

StarCoder and StarCoderBase represent advanced Large Language Models specifically designed for code, developed using openly licensed data from GitHub, which encompasses over 80 programming languages, Git commits, GitHub issues, and Jupyter notebooks. In a manner akin to LLaMA, we constructed a model with approximately 15 billion parameters trained on a staggering 1 trillion tokens. Furthermore, we tailored the StarCoderBase model with 35 billion Python tokens, leading to the creation of what we now refer to as StarCoder. Our evaluations indicated that StarCoderBase surpasses other existing open Code LLMs when tested against popular programming benchmarks and performs on par with or even exceeds proprietary models like code-cushman-001 from OpenAI, the original Codex model that fueled early iterations of GitHub Copilot. With an impressive context length exceeding 8,000 tokens, the StarCoder models possess the capability to handle more information than any other open LLM, thus paving the way for a variety of innovative applications. This versatility is highlighted by our ability to prompt the StarCoder models through a sequence of dialogues, effectively transforming them into dynamic technical assistants that can provide support in diverse programming tasks.

Engage in discussions about your codebase while allowing your AI coding assistant to make updates across numerous files directly within your preferred IDE! With the capability to automatically include all files currently opened in your editor, you can leverage up to 128,000 tokens within the AI's context memory. The AI will handle the coding tasks, and you can either approve the multi-file patch, select parts of it, or request adjustments as needed. Codebuddy is designed to scan your entire repository and create a vector database, enabling it to choose appropriate files for you or provide insights about your codebase, especially if you're not entirely familiar with it. This AI coding assistant possesses an in-depth understanding of your repository, allowing you to create new files or modify several existing ones with a single command. Codebuddy will automatically insert code in a format that resembles a unified patch (diff), enhancing your coding experience with unparalleled multi-file support. By incorporating these features, you can significantly streamline your coding process and improve overall productivity.

Accelerate your prototyping, enhance your coding efficiency, and boost your productivity seamlessly from your desktop, available whenever you need it. You can read, write, and modify both new and existing code, execute terminal commands, and analyze the results while utilizing natural language queries to navigate through your entire codebase. Additionally, you have the ability to search online for the most current information and documentation, as well as extract valuable data from various websites. CodeCompanion not only generates code and runs commands on your behalf but also frees up your schedule for more critical tasks. This versatile application can build new applications from the ground up or assist you in refining current projects. You can collaborate with AI or allow it to autonomously complete tasks, adapting to both new and ongoing projects with ease. The app comprehends, alters, and generates code across multiple programming languages while providing automatic coding assistance and optimization. Furthermore, CodeCompanion excels in executing shell commands, streamlining numerous processes like project initialization, file generation, code revisions, software installations, or deployments, while also delivering insights based on your entire codebase, ensuring you remain focused on your key objectives. Embrace a new level of productivity with CodeCompanion, where AI becomes your invaluable partner in software development.

EasyCode is an AI tool designed to comprehend your codebase. It empowers developers by providing immediate answers to their inquiries. Benefit from context-aware code recommendations, gain insights into legacy projects, and effortlessly locate the pertinent code. Integrate ChatGPT directly into your IDE for seamless access. This enables contextual responses and suggestions that streamline the developer's workflow. Maintain a uniform coding style while receiving instantaneous feedback on the quality of your code. By reducing time spent on monotonous tasks, developers can dedicate more time to impactful coding assignments. Additionally, it promotes enhanced context and knowledge sharing within teams, fostering collaboration and efficiency. This ultimately leads to a more productive development environment.

GPT Pilot is an innovative open-source AI application designed to function as a comprehensive AI developer, generating fully operational applications with very little human intervention. In contrast to basic code autocompletion utilities, GPT Pilot is capable of creating entire features, troubleshooting code, discussing problems, and even soliciting code reviews. This tool seeks to expand the horizons of AI-driven software development by managing as much as 95% of coding responsibilities, reserving the remaining 5% for human developers. Additionally, it is designed to work seamlessly with platforms such as VS Code, allowing for real-time collaboration between developers and AI. By facilitating this partnership, GPT Pilot empowers developers to focus on more complex tasks while the AI handles routine coding challenges.

Lingma serves as Alibaba Cloud's AI-driven coding assistant, aimed at enhancing the efficiency of software development processes. Featuring capabilities such as line and function-level real-time code completion, natural language-based code generation, and smart troubleshooting, it allows developers to articulate their requirements in simple language, resulting in automatically generated code within the editor. Supporting an extensive array of over 200 programming languages, Lingma also offers in-depth code explanations accompanied by visual flow charts. Furthermore, it can assess codebases to produce unit tests, automatically compile and execute code, and rectify issues to boost test coverage. Users can even upload images for contextual analysis, which aids in generating code or delivering bug fixes based on specified requirements. For corporate users, Lingma seamlessly integrates with private data sources, such as documents and repositories, to refine its model outputs and ensure they adhere to company standards, thereby maximizing its utility in professional environments. Additionally, this integration fosters a collaborative atmosphere for development teams, promoting a more streamlined workflow across projects.

Let AIXcoder handle the realm of Artificial Intelligence while humans focus on their own intelligence. The newly launched offline version ensures that your code remains secure on your local machine. AIXcoder operates seamlessly with advanced deep learning model compression techniques. The models are trained on an extensive collection of open-source code and are versatile across various domains. A convenient search panel is integrated into the IDE, enabling users to look up open-source code from GitHub effortlessly. Deep learning techniques are employed to sift through and present high-quality code in the search results. It provides a Search API along with practical examples. Users can also find similar code to minimize redundancy in their coding efforts. For personalized training at the project level, models can be trained on individual projects directly on the user's computer. At the enterprise level, customized training can be conducted on proprietary code bases and enterprise servers. This tailored approach, building on a standard model, allows for the learning of specific patterns and rules inherent in the unique code of an organization, leading to greater efficiency and productivity. Overall, AIXcoder empowers both individual developers and enterprises to optimize their coding processes.

Experience the power of Kodezi, which can summarize your code in mere seconds. Think of Kodezi as Grammarly designed specifically for developers. With KodeziChat, you can generate, inquire, search, and code anything you need from your codebase, making it your ideal AI coding companion! Not only does Kodezi rectify errors in your code, but it also explains the mistakes and offers strategies to avoid similar bugs in the future. Eliminate redundant lines of code and syntax to achieve clean and efficient outcomes. Enhance your code's performance with optimizations tailored for maximum efficiency. Debugging is made easier with comprehensive explanations provided for each issue. Effortlessly transition between frameworks or programming languages without losing your contextual understanding. When crafting code, including comments and explanations is vital for ongoing maintenance and clarity. Kodezi allows you to generate code from descriptive text, pose project-related questions, or create entire functions in just a matter of seconds! Additionally, you can easily produce your code documentation and even translate code into different programming languages. With Kodezi, you can use our extension directly in your favorite IDE, eliminating the need to navigate through multiple tabs ever again, thus streamlining your coding process significantly. Embrace the future of coding with Kodezi and make your development experience more efficient than ever before.

When utilizing the CodeAssist plugin or extension, the code you are working on is transmitted to the CodeAssist API for processing, which results in a response that may include either code modifications or messages. At present, this processed code is not retained on the server, and any updates regarding this policy will be communicated to you. If you choose not to employ the "Complete" feature, which can be accessed via the ALT+X shortcut, only the currently open file in the editor will be processed; however, activating the "Complete" feature allows the API to consider additional files within your codebase. To generate the response, CodeAssist forwards the code to the OpenAI API, which retains this information for a duration of one month to ensure the provision and maintenance of their services, adherence to legal obligations, and the enforcement of their policies. It's important to note that OpenAI does not utilize your code for enhancing their services or for the training of their models, ensuring the confidentiality of your work. Furthermore, you can rest assured that your code will not be used in any way that compromises your privacy or security.

Apprenticeship fundamentally revolves around a learning model that thrives on relationships, where a learner acquires practical skills through direct engagement with an experienced mentor, progressively working towards greater autonomy. Those who embraced ExplainDev early on have noted a remarkable 50% reduction in the number of inquiries directed to the senior developer responsible for their onboarding. Users can incorporate numerous code snippets and receive immediate, editable explanations. Additionally, every aspect of the content is adjustable, allowing for personalized modifications including the dimensions and backdrop of images, as well as the arrangement and design of arrows or text components, making the learning experience even more tailored to individual preferences. This adaptability enhances the overall effectiveness of the apprenticeship process.

Kropply will soon become a must-have tool for developers around the world. We have developed a terminal that is designed exclusively for VSCode and integrates AI-driven capabilities to solve errors. Kropply will generate code, provide action points and explain errors when you encounter a runtime error or package. Kropply can help you save time debugging and be more productive while you code, whether you are a senior developer or learning to code.

Cosine is capable of grasping both broad concepts and intricate details to deliver answers that surpass human capabilities. We are more than just a layer over an LLM; our approach integrates various methods such as static analysis and semantic search among others. Just pose a question to Cosine about adding a new feature or altering existing code, and we will produce a comprehensive step-by-step guide. Cosine meticulously indexes your codebase, comprehending it on various dimensions; from the relationships among files and functions to an in-depth semantic analysis of the code, ensuring that any inquiry regarding your codebase can be addressed. Genie stands out as the leading AI software engineer, boasting an impressive 30% evaluation score on the widely recognized SWE-Bench benchmark. It excels at debugging, feature development, and code refactoring, performing these tasks either completely independently or in collaboration with the user, creating a partnership akin to working alongside a colleague rather than merely acting as a copilot. Essentially, both Cosine and Genie redefine the standards of what AI can achieve in software engineering.

Digma seamlessly integrates with your IDE, utilizing runtime information to continuously identify issues, regressions, and other problems as you write code. You can instantly observe how any function performs in both continuous integration and production environments, allowing you to detect issues during the development phase. By analyzing code performance, Digma helps expedite code modifications and prevents recurring regressions, offering essential insights on usage, errors, and performance standards to clarify overlooked code and abandoned libraries. You will quickly grasp what is causing any bottlenecks and delays within your code, thanks to critical data such as execution times, scaling challenges, and N+1 query problems, enabling prompt resolutions. Furthermore, incorporating Digma into your GitOps workflow simplifies Pull Request feedback and enhances code review annotations for your team. With Digma, you'll gain the confidence to tackle even the most extensive and intricate projects, making it a vital asset for developers. This tool not only streamlines the coding process but also fosters a deeper understanding of your codebase.

Transform specifications into code utilizing GPT-4 Turbo; RoboCoder simplifies the programming process. By merging GPT-4 Turbo with the APIs of VS Code, we enable it to access and modify files seamlessly. Achieve a professional maternity photoshoot by capturing a few selfies at home, aided by advanced image-generating AI technology. Work together with ChatGPT to develop a detailed plan, then instruct it to "get started." With its intelligence, GPT-4 can open files, explore your codebase, and suggest solutions using the diff tool in VS Code, making coding more efficient than ever. This integration not only enhances productivity but also streamlines the coding experience for developers.

The leading open-source AI assistant. You can create custom autocomplete experiences and chats by connecting any models to any context. Remove the barriers that hinder productivity when developing software to remain in flow. Accelerate your development with a plug and play system that is easy to use and integrates into your entire stack. Set up your code assistant so that it can evolve with new capabilities. Continue autocompletes entire sections of code or single lines in any programming languages as you type. Ask questions about files, functions, the entire codebase and more by attaching code or context. Highlight code sections, then press the keyboard shortcut to convert code into natural language.

Poolside is developing cutting-edge AI tailored for the complexities of contemporary software engineering. Our model is designed to address the unique challenges faced in this field. You can customize our model based on your organization's specific software development practices, libraries, APIs, and knowledge repositories. This proprietary system continually adapts to reflect the coding styles of your developers, effectively transforming your company into an AI powerhouse. We are creating foundational models, an API, and an assistant to empower your developers with the capabilities of generative AI. The Poolside stack is compatible with your existing infrastructure, ensuring that no data or code leaves your security perimeter. This solution is particularly suited for highly regulated sectors such as financial services, defense, and technology, along with retail, tech, and systems integrators. By incorporating your codebases, documentation, and knowledge assets, our model is finely tuned to meet the specific needs of your development teams and business objectives. Furthermore, Poolside is installed within your environment, allowing for secure and private integration with your data, thereby enhancing operational efficiency and innovation. Ultimately, this approach guarantees that your AI solution evolves alongside your organization’s growth and requirements.

Genie AI is a Visual Studio Code extension that seamlessly incorporates OpenAI's GPT models, such as GPT-4, GPT-3.5, GPT-3, and Codex, into the coding environment. This innovative integration significantly improves the coding experience by offering features like automatic code generation, error explanations, and code corrections. Additionally, users can create commit messages based on git changes, keep conversation histories stored locally, and make use of the extension within the problems window to troubleshoot compile-time errors. Genie AI is equipped with streaming answers that provide users with immediate responses to their prompts while working in the editor or sidebar chat. Furthermore, it is compatible with Azure OpenAI Service deployments, which allows developers to utilize custom models tailored to their needs. Other notable features include the ability to customize system messages, implement quick fixes for common coding issues, and export conversation history in a convenient Markdown format. The primary goal of this extension is to boost developer productivity by incorporating cutting-edge AI functionalities directly into the coding process, making development tasks smoother and more efficient.

Jolt is an innovative AI tool specifically tailored for code generation and communication, ideal for extensive codebases that can range from 100,000 to several million lines. It autonomously identifies pertinent context files, produces cohesive changes across multiple files, and adheres to the established coding style. Users can delegate tasks to Jolt, which can efficiently write over 80% of the necessary code, adeptly managing medium to large codebases while making alterations to more than 10 files and 1,000 lines of code in one go. Additionally, Jolt devises a detailed, file-by-file implementation strategy, which ensures that the generated code is not only predictable but also aligns with the desired development approach, significantly assisting developers who are integrating new codebases. The tool smoothly integrates with well-known Integrated Development Environments (IDEs), streamlining the process of developing new features, writing tests, fixing bugs, and more, ultimately resulting in a time savings of up to 50% on typical tasks. With its capability to accurately select context files within extensive codebases, Jolt consistently produces multi-file changes that are in harmony with the existing coding standards, making it an indispensable asset for software development teams. This efficiency not only enhances productivity but also fosters better collaboration among developers.

CodeGuide is an innovative platform that leverages artificial intelligence to help developers generate thorough project documentation specifically for AI coding initiatives. By automating the production of Product Requirement Documents (PRDs), workflows, and prompts, it enhances efficiency while minimizing the risk of inaccuracies associated with AI. After signing up using their Google account, users can initiate a new project by outlining their concept, essential features, and objectives. The platform is compatible with a variety of AI coding tools, such as Claude AI, Bolt, VS Code, GitHub Copilot, Cursor AI, and Replit. Furthermore, CodeGuide provides specialized Starter Kits tailored for coding with preferred AI tools, including the Starter Kit Lite, which is a contemporary web application template built on Next.js 14 that features authentication and database integration. These kits are specifically crafted to help users kickstart their projects without the usual setup complexities, ultimately conserving resources. In addition, CodeGuide offers users access to Codie, an AI assistant powered by Google's Gemini, which further enhances the development experience by providing real-time support and insights. This combination of features makes CodeGuide a valuable resource for developers looking to streamline their project workflows and documentation processes.

Mistral Code is a cutting-edge AI coding assistant tailored for enterprise software engineering teams that need frontier-grade AI capabilities combined with security, compliance, and full IT control. Building on the proven open-source Continue project, Mistral Code delivers a vertically integrated solution that includes state-of-the-art models like Codestral, Codestral Embed, Devstral, and Mistral Medium for comprehensive coding assistance—from autocomplete to agentic coding and chat support. It supports local, cloud, and serverless deployments, allowing enterprises to choose how and where to run AI-powered coding workflows while ensuring all code and data remain within corporate boundaries. Addressing key enterprise pain points, Mistral Code offers deep customization, broad task automation beyond simple suggestions, and unified SLAs across models, plugins, and infrastructure. The platform is capable of reasoning over code files, Git diffs, terminal output, and issues, enabling engineers to complete fully scoped development tasks with configurable approval workflows to keep senior engineers in control. Enterprises such as Spain’s Abanca, France’s SNCF, and global integrator Capgemini rely on Mistral Code to boost developer productivity while maintaining compliance in regulated industries. The system includes a rich admin console with granular platform controls, seat management, and detailed usage analytics for IT managers. Mistral Code is currently in private beta for JetBrains IDEs and VSCode, with general availability expected soon.

There's no need to search online; simply enhance your responses with recommendations from Stack Overflow and various online documentation. Focus on extensions, extensions, and more extensions. Stenography seamlessly integrates with any available code resources. Utilizing a passthrough API, Stenography ensures that your code remains on your local system without being stored elsewhere. This approach guarantees that your development environment remains secure and private.

OverflowAI, an innovative platform launched by Stack Overflow, leverages artificial intelligence to enhance the efficiency with which developers tackle challenges. By tapping into the extensive repository of programming inquiries and responses on Stack Overflow, the platform intelligently extracts pertinent information that can be utilized for generating code, crafting content, and producing creative outputs, while also offering tailored suggestions for developers. Although OverflowAI is still undergoing development, its potential to transform the development landscape is significant. By streamlining and automating various tasks that developers typically handle manually, it empowers them to allocate more time to creative and strategic endeavors. One notable feature of OverflowAI is its ability to provide instant summarized solutions, enabling developers to quickly access concise overviews of relevant Stack Overflow questions and answers for efficient problem-solving. Additionally, this platform promises to evolve continually, integrating more advanced AI capabilities to support developers in navigating complex coding challenges with greater ease.