List of the Top 11 AI IDEs for Docker in 2026

Google AI Studio is a comprehensive platform for discovering, building, and operating AI-powered applications at scale. It unifies Google’s leading AI models, including Gemini 3.5, Imagen, Veo, and Gemma, in a single workspace. Developers can test and refine prompts across text, image, audio, and video without switching tools. The platform is built around vibe coding, allowing users to create applications by simply describing their intent. Natural language inputs are transformed into functional AI apps with built-in features. Integrated deployment tools enable fast publishing with minimal configuration. Google AI Studio also provides centralized management for API keys, usage, and billing. Detailed analytics and logs offer visibility into performance and resource consumption. SDKs and APIs support seamless integration into existing systems. Extensive documentation accelerates learning and adoption. The platform is optimized for speed, scalability, and experimentation. Google AI Studio serves as a complete hub for vibe coding–driven AI development.

Retool is an AI-driven platform that helps teams design, build, and deploy internal software from a single unified workspace. It allows users to start with a natural language prompt and turn it into production-ready applications, agents, and workflows. Retool connects to nearly any data source, including SQL databases, APIs, and AI models, creating a real-time operational layer on top of existing systems. The platform supports AI agents, LLM-powered workflows, dashboards, and operational tools across teams. Visual app building tools allow users to drag and drop components while seeing structure and logic in real time. Developers can fully customize behavior using code within Retool’s built-in IDE. AI assistance helps generate queries, UI elements, and logic while remaining editable and schema-aware. Retool integrates with CI/CD pipelines, version control, and debugging tools for professional software delivery. Enterprise-grade security, permissions, and hosting options ensure compliance and scalability. The platform supports data, operations, engineering, and support teams alike. Trusted by startups and Fortune 500 companies, Retool significantly reduces development time and manual effort. Overall, it enables organizations to build smarter, AI-native internal software without unnecessary complexity.

Devin Desktop is an AI-powered integrated development environment that enables developers to manage fleets of coding agents while maintaining complete control over the software development lifecycle. Built as the evolution of Windsurf, the platform combines advanced AI agents, a fully featured IDE, and collaborative workflow management into a single development experience. Developers can assign coding tasks to local or cloud-based agents, allowing autonomous execution of research, implementation, testing, debugging, optimization, and documentation activities. The platform's Agent Command Center provides centralized visibility into ongoing agent work, making it easier to coordinate multiple development efforts simultaneously. Features such as Spaces enable shared context and Git worktrees across agents, while Fast Context rapidly surfaces relevant code, files, and dependencies to accelerate development. Devin Desktop includes Supercomplete, which predicts developer intent beyond simple code completion, helping users work faster and remain focused. The platform supports multiple AI models and agent frameworks through the Agent Client Protocol, providing flexibility across different coding workflows and use cases. Extensive integrations with development, collaboration, monitoring, and project management tools allow organizations to connect AI-assisted development with their existing technology stack. Built-in code review, debugging, and traceability features ensure developers can inspect, validate, and refine every AI-generated change before deployment. The platform is designed for organizations that want to scale AI-assisted software engineering while maintaining visibility, governance, and code quality standards. Devin Desktop helps developers and engineering teams accelerate software delivery by combining autonomous AI execution with professional development tools and human oversight.

IntelliJ IDEA is a comprehensive, cutting-edge IDE from JetBrains designed to empower professional developers working primarily in Java and Kotlin. It accelerates development by automating repetitive tasks and providing intelligent coding assistance, helping developers write cleaner, more reliable code. Supporting the entire software development lifecycle, IntelliJ IDEA offers tools for design, implementation, debugging, testing, and deployment—all in one seamless environment. The latest release includes full Java 24 support, integrating new language features like stream gatherers for enhanced debugging workflows. Kotlin’s K2 mode is now enabled by default, providing faster code analysis, improved memory use, and better support for the latest Kotlin language features. A new Kotlin Notebook feature facilitates live prototyping, documentation, and data analysis directly inside the IDE. IntelliJ IDEA’s Spring Debugger simplifies working with dynamic database connections, improving developer efficiency in complex projects. With strong customization options, developers can tailor the IDE’s appearance and behavior to their workflow. JetBrains enforces strict compliance with industry-leading security standards such as SOC 2, safeguarding organizational data. Trusted by millions worldwide, IntelliJ IDEA is the IDE of choice for developers aiming for superior productivity and code quality.

Meet the Lightning-Smart PHP IDE, PhpStorm, which possesses an in-depth understanding of your coding practices. Specifically designed for frameworks such as Symfony, Laravel, Drupal, WordPress, Zend Framework, Magento, Joomla!, CakePHP, Yii, and beyond, PhpStorm adeptly navigates the complexities of your code architecture. It supports all aspects of the PHP language, making it perfectly suited for both contemporary and older projects. With PhpStorm, you gain access to exceptional code completion, sophisticated refactorings, and proactive error detection features. Furthermore, it integrates seamlessly with modern front-end technologies like HTML 5, CSS, Sass, Less, Stylus, CoffeeScript, TypeScript, Emmet, and JavaScript, providing comprehensive refactoring, debugging, and unit testing capabilities. The Live Edit feature allows for real-time updates visible in the browser, significantly enriching your development process. In addition, you can perform various routine tasks directly within the IDE due to its compatibility with Version Control Systems, support for remote deployments, databases/SQL, command-line utilities, Docker, Composer, REST Client, and a wide range of other vital tools, effectively enhancing your workflow. Ultimately, PhpStorm equips developers to operate more productively and adeptly across diverse platforms and technologies, ensuring a smoother coding experience. With its robust features and integrations, PhpStorm stands out as an invaluable asset for any developer seeking to elevate their coding efficiency.

Real-time error detection and suggestions for fixes, along with efficient and secure refactoring options that allow for quick one-step undo, intelligent code completion, identification of unused code, and useful documentation prompts, support Go developers of all skill levels in producing fast, efficient, and reliable code. Analyzing and understanding team projects, legacy code, or unfamiliar systems often proves to be a lengthy and challenging task. GoLand's navigation features enhance the coding experience by enabling instant access to shadowed methods, various implementations, usages, declarations, or interfaces associated with specific types. Developers can easily switch between different types, files, or symbols while evaluating their usages, benefiting from organized categorization based on the type of usage. Furthermore, the integrated tools allow for seamless running and debugging of applications, enabling you to write and test your code without the need for additional plugins or complicated configurations, all within a single IDE environment. With its built-in Code Coverage feature, you can verify that your testing is thorough and complete, ensuring that no critical areas are missed. This extensive array of tools not only simplifies the development workflow but also significantly boosts overall productivity, making it an essential asset for any Go developer. Ultimately, GoLand serves as a comprehensive solution for managing complex coding challenges and enhancing team collaboration.

Utilize smart code completion and generation that adapts to context, along with real-time analysis and quick resolutions for code issues, all while benefiting from sophisticated refactoring tools, live templates, and a plethora of additional functionalities. By downloading rustup straight from the IDE, you can effortlessly apply fixes recommended by the compiler with a single click. Furthermore, there is no need to manually connect newly created Rust files to main.rs or to update the dependencies list with commonly used crates. Every syntax element will be meticulously highlighted, including inferred types, macros, cfg blocks, and unsafe code usage. Gain seamless access to comprehensive type information and quick links to language and crate documentation, while navigating your codebase with RustRover's powerful search functionalities. You have the capability to run individual tests, entire test modules, or all tests within a project, with the option to select from a variety of Run targets. Additionally, you can create personalized Run configurations that fully support the development of CLI applications. The process of debugging failing tests is made easier, as you can promptly jump to the relevant sections of code from the error messages shown in the console, which enhances your debugging productivity. Regardless of whether you are a beginner or a seasoned developer, these features are designed to markedly enhance both your workflow and overall coding experience, making programming more enjoyable and efficient. As you become familiar with these tools, you'll likely find new ways to optimize your projects and streamline your development process.

Aqua emerges as the revolutionary integrated development environment (IDE) specifically crafted for test automation. This all-encompassing workspace efficiently incorporates Selenium, Cypress, and Playwright, ensuring a flexible setting for its users. As a polyglot IDE, Aqua supports multiple programming languages, such as Java, Python, JavaScript, TypeScript, Kotlin, and SQL. It simplifies the testing workflow by removing the hassle of extensive plugin installations and configurations that often bog down productivity. What distinguishes Aqua from its competitors is its unique array of features designed to meet the daily demands of a test automation engineer. The built-in Web Inspector operates like an integrated browser, allowing users to easily capture any page element without toggling between different applications. Furthermore, Aqua includes an HTTP client for API testing and facilitates smooth integration with databases, Docker, and version control systems. By easing the intricacies of even the most challenging tasks, Aqua greatly improves the overall user experience. The combination of intelligent code analysis, powerful search capabilities, and refactoring tools, along with its intuitive design, empowers users to elevate their productivity in quality engineering tasks. Ultimately, Aqua not only enhances the current workflow but also serves as a groundbreaking tool that reshapes the future of test automation development, making it indispensable for engineers.

Project Jupyter is focused on developing open-source tools, standards, and services that enhance interactive computing across a variety of programming languages. Central to this effort is JupyterLab, an innovative web-based interactive development environment tailored for Jupyter notebooks, programming, and data handling. JupyterLab provides exceptional flexibility, enabling users to tailor and arrange the interface according to different workflows in areas such as data science, scientific inquiry, and machine learning. Its design is both extensible and modular, allowing developers to build plugins that can add new functionalities while working harmoniously with existing features. The Jupyter Notebook is another key component, functioning as an open-source web application that allows users to create and disseminate documents containing live code, mathematical formulas, visualizations, and explanatory text. Jupyter finds widespread use in various applications, including data cleaning and transformation, numerical simulations, statistical analysis, data visualization, and machine learning, among others. Moreover, with support for over 40 programming languages—such as popular options like Python, R, Julia, and Scala—Jupyter remains an essential tool for researchers and developers, promoting collaborative and innovative solutions to complex computing problems. Additionally, its community-driven approach ensures that users continuously contribute to its evolution and improvement, further solidifying its role in advancing interactive computing.

Built from scratch, JetBrains Fleet leverages twenty years of expertise in developing integrated development environments (IDEs). It employs the powerful IntelliJ code-processing engine, boasting a distributed architecture alongside a modern user interface tailored for today's developers. The primary objective behind Fleet was to design a fast and effective text editor that facilitates rapid code browsing and editing. It opens almost instantaneously, allowing users to commence their tasks without any interruptions, and it possesses the ability to transform into a comprehensive IDE, with the IntelliJ engine functioning separately from the editing interface. Fleet includes all the popular features associated with IntelliJ-based IDEs, including context-specific code completion, straightforward navigation to definitions and usages, real-time evaluations of code quality, and handy quick-fixes. The thoughtful architecture of Fleet is crafted to support a range of configurations and workflows, which means it can operate locally on your device or delegate certain processes to the cloud, highlighting its adaptability for various development tasks. This inherent flexibility guarantees that developers can select the configuration that aligns perfectly with their workflow preferences, ultimately enhancing productivity levels. In a landscape where efficiency is paramount, Fleet stands out as a tool that can evolve alongside the needs of the developer.

Effortlessly toggle between command and editor modes with a single keystroke while using arrow keys to navigate through cells. Utilize the full range of standard Jupyter shortcuts to create a more seamless workflow. Enjoy the benefit of interactive outputs displayed immediately below the cell, improving visibility and comprehension. While working on code cells, take advantage of smart code suggestions, real-time error detection, quick-fix features, and efficient navigation, among other helpful tools. You can work with local Jupyter notebooks or easily connect to remote Jupyter, JupyterHub, or JupyterLab servers straight from the IDE. Execute Python scripts or any expressions interactively in a Python Console, allowing you to see outputs and variable states as they change. Divide your Python scripts into code cells using the #%% separator, which enables you to run them sequentially like in a traditional Jupyter notebook. Furthermore, delve into DataFrames and visual displays in real time with interactive controls, while benefiting from extensive support for a variety of popular Python scientific libraries, such as Plotly, Bokeh, Altair, and ipywidgets, among others, ensuring a thorough data analysis process. This robust integration not only streamlines your workflow but also significantly boosts your coding productivity. As you navigate this environment, you'll find that the combination of features enhances your overall coding experience.