Business Software for IntelliJ IDEA

Laguna XS.2 represents Poolside’s innovative open-weight coding model, distinguished as the lightest and quickest member of the Laguna series. This model features a total of 33 billion parameters in a Mixture of Experts setup, with 3 billion parameters activated, and has been meticulously trained in-house using 30 trillion tokens. As the latest generation model accessible to the public, it embodies a second-generation architecture and marks Poolside’s inaugural open-weight offering, drawing from insights gained during the training of Laguna M.1 with synthetic data and reinforcement learning techniques. Specifically designed to enhance agentic coding workflows, Laguna XS.2 excels in coding, acting, and rapidly iterating, particularly within Poolside’s coding agent environment. This model is particularly advantageous for developers and teams seeking a lightweight, efficient coding solution rather than a more cumbersome frontier system. Released under the permissive Apache 2.0 license, it empowers the community to assess, fine-tune, quantize, and build upon its weights, fostering a collaborative development atmosphere. In essence, Laguna XS.2 not only provides a robust platform for agentic coding but also encourages innovation and experimentation among its users.

Laguna M.1 stands out as Poolside's most proficient model for agentic coding, meticulously developed in-house specifically for enhancing software development workflows. This model features a total of 225 billion parameters, utilizing a Mixture of Experts architecture with 23 billion activated parameters, and has been trained entirely within the organization on a dataset consisting of 30 trillion tokens, leveraging the power of 6,144 interconnected NVIDIA H200 GPUs. Poolside undertook the task of training Laguna M.1 from the ground up, employing its proprietary data, dedicated training codebase, and an asynchronous on-policy reinforcement learning approach within its agent framework, all tailored for agentic coding applications. The design of the model ensures optimal performance within Poolside's coding agent, enabling it to effectively reason through software tasks, interact with various tools, edit code, execute tests, and facilitate extended autonomous development sessions. Specifically crafted for developers and teams tackling intricate coding challenges, Laguna M.1 offers enhanced capabilities in reasoning, architectural comprehension, terminal operations, and multi-step execution, surpassing what lighter models can achieve. Ultimately, its robust feature set positions it as an essential asset for those engaged in demanding software projects.

AquilaX is an advanced application security platform powered by AI that simultaneously operates 32 security scanners within an organization's software framework, delivering results in less than a minute. Its extensive coverage encompasses various security aspects, including static application security evaluation, analysis of software components, dynamic assessments, identification of leaked secrets, handling of personally identifiable information, infrastructure as code, container security, API protection, malware detection, license compliance, and even AI-generated "vibe code." Central to this system is Securitron AI, a continuously learning security engine that has been trained on over 300 million projects. This engine meticulously analyzes each codebase’s unique context, data flows, taint paths, and recurring patterns, enabling it to differentiate between genuinely exploitable vulnerabilities and mere theoretical risks, thereby automatically reducing 93.54% of false positives. The platform provides validated vulnerabilities with detailed information, including their severity, context related to CWE and CVE, thorough explanations, and guidance for remediation. Additionally, AquilaX possesses the capability to create context-aware patches, verify these fixes against the code repository, and initiate pull requests for streamlined integration. By addressing both security and operational efficiency, AquilaX significantly enhances an organization’s ability to protect its software assets.

DevPod is an innovative open-source solution designed for the creation and management of reproducible developer environments as code, all without the need for a cumbersome server-side infrastructure. By leveraging the open devcontainer.json standard, it allows each workspace to be defined, enabling projects to maintain their development environments and provide a uniform experience across teams. Workspaces operate within isolated containers, which can be set up on a local laptop, an accessible remote server, a Kubernetes cluster, or various public and private cloud platforms through DevPod’s providers. This flexibility allows developers to effortlessly switch between local and cloud-based environments while maintaining consistent workspace management. As a client-only application, DevPod is available for use as both a desktop app and a programmable command-line interface, requiring no backend service. It seamlessly integrates with both public and private Git repositories, accommodates any programming language, and can intelligently analyze projects to generate an optimal environment even in the absence of a devcontainer configuration. Additionally, its user-friendly design simplifies the setup process, making it accessible for developers of all skill levels.

Zoo Code serves as an open-source AI coding companion designed for your IDE, aimed at assisting developers in maintaining focus and producing high-quality code through its specialized modes and adaptable model capabilities. Its Architect, Code, and Debug modes influence how the assistant tackles various tasks, while user-defined modes enable the creation of tailored workflows for purposes like security assessments, documentation, or any specific requirements. Architect mode excels at strategizing intricate modifications without the need to directly edit files, generating comprehensive strategy documents and file layouts for evaluation prior to any code development. Additionally, the assistant provides features such as multi-file editing, context management, customizable configurations, and full support for bringing your own key from any provider, ensuring it remains model-agnostic. Each suggested modification is presented as a diff, allowing developers to clearly see the proposed changes before they affect the codebase, eliminating any hidden alterations. Moreover, the capability to connect with external tools, databases, APIs, and custom resources is facilitated through the Model Context Protocol, enhancing overall functionality and integration. This ensures developers have a robust and flexible tool at their disposal for a variety of coding tasks.

P4 (formerly Helix Core) is a high-performance version control system that provides robust capabilities for managing code, assets, and files across global development teams. It supports large-scale projects, enabling seamless collaboration and version tracking for both code and non-code assets, including 3D models and media files. Designed for industries with complex workflows, such as gaming, automotive, and software development, P4 offers unmatched scalability, security, and speed. The platform integrates easily with development tools, providing a comprehensive solution for teams seeking efficient version control across all stages of the development lifecycle.

Mariner Financial Wellness is a financial well-being platform designed to help employees overcome money-related stress and build healthier financial habits through education, budgeting tools, goal setting, and personalized coaching. It caters to employees from a wide range of roles, offering customized content that meets individual financial needs and circumstances. Employers can monitor the program’s effectiveness with real-time reporting that shows improvements in financial wellness, debt reduction, and overall productivity. The platform boasts a quick and straightforward setup process, with customizable administrator dashboards and communication materials to support employee engagement. Two flexible plan options accommodate different company sizes and budgets, making the program accessible and affordable. Mariner Financial Wellness places a strong emphasis on data security and privacy, ensuring employee information remains confidential and is never sold or shared. The platform’s mission is employee-first, focusing solely on delivering unbiased, ad-free financial education and guidance. Client testimonials highlight significant benefits in recruitment, retention, and workplace morale, demonstrating the program’s positive impact.

Gradle, Inc. includes the Gradle Build Tool and Develocity (formerly Gradle Enterprise). These tools are used to speed up and debug builds, tests, and other tasks for Maven, Gradle, Bazel, and sbt. Gradle Build Tool is the most used tool to build open-source JVM projects on GitHub. It is downloaded on average more than 30 million times per month, and was included in TechCrunch's Top 20 Most Popular Open Source Projects. Many popular projects have moved from Maven to Gradle. Spring Boot is one of them. Develocity is the only platform that combines software build performance acceleration with analytics. It is used by the most prestigious software development companies around the world to reduce build times by half and give developers back one week of lost productivity time. Acceleration technologies speed up the software development and testing process. Data analytics (Failure Analytics Trends & Insights), make troubleshooting easier.

Code With Me is an innovative service designed for collaborative coding and pair programming. It allows you to seamlessly invite others into your Integrated Development Environment (IDE) project, enabling real-time collaboration. You and your teammates can address issues, review code, and work on coding tasks together instantly, making it easier to develop, debug, and resolve problems as a cohesive unit within a single remote collaborative IDE. By inviting others to your project, you can effectively demonstrate and clarify your code, making it an excellent resource for educational settings and online coding interviews. Simply click the link provided by the host to get started—no need to download repositories or pull changes from different branches. You'll no longer waste time setting up environments, tackling compile-time errors, or dealing with dependency issues just to access a project. Moreover, as a guest, you won’t even need to have a JetBrains IDE installed, eliminating barriers to entry for collaboration. This streamlined approach enhances productivity and fosters a more efficient coding experience for everyone involved.

JavaScript serves as both a scripting and programming language used extensively on the web, allowing developers to create interactive and dynamic web features. A staggering 97% of websites globally utilize client-side JavaScript, underscoring its significance in web development. As one of the premier scripting languages available, JavaScript has become essential for building engaging user experiences online. In JavaScript, strings are defined using either single quotation marks '' or double quotation marks "", and it's crucial to remain consistent with whichever style you choose. If you open a string with a single quote, you must close it with a single quote as well. Each quotation style has its advantages and disadvantages; for instance, single quotes can simplify the inclusion of HTML within JavaScript since it eliminates the need to escape double quotes. This becomes particularly relevant when incorporating quotation marks inside a string, prompting you to use opposing quotation styles for clarity and correctness. Ultimately, understanding how to effectively manage strings in JavaScript is vital for any developer looking to enhance their coding skills.

SQL is a specialized programming language designed specifically for the purpose of retrieving, organizing, and modifying data within relational databases and the systems that manage them. Its use is essential for effective database management and interaction.

JSON, which stands for JavaScript Object Notation, serves as a compact format for data exchange. Its simplicity makes it accessible for human comprehension and straightforward for machines to interpret and create. Derived from a portion of the JavaScript Programming Language Standard ECMA-262 3rd Edition from December 1999, JSON is a text-based format that remains entirely independent of any specific programming language while employing familiar conventions found in C-family languages such as C, C++, C#, Java, JavaScript, Perl, and Python. This versatility positions JSON as an exceptional choice for data interchange. The structure of JSON is founded on two primary components: 1. A set of name/value pairs, which can be represented in different programming languages as objects, records, structs, dictionaries, hash tables, keyed lists, or associative arrays. 2. An ordered sequence of values, typically manifested in most languages as arrays, vectors, lists, or sequences. These fundamental structures are universally recognized, and nearly all contemporary programming languages incorporate them in some capacity, further enhancing the utility and appeal of JSON as a data format.

YAML stands for "YAML Ain't Markup Language" and serves as a user-friendly data serialization format that is compatible with various programming languages. Its design prioritizes readability and ease of use for developers.

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.

Agentic StarShip is an all-encompassing platform powered by AI, created by OpenCSG to boost the efficiency of software development and enhance the quality of code. This platform comprises a variety of tools aimed at automating and refining multiple facets of the development lifecycle. Among its standout features is CodeSouler, a smart coding assistant that works effortlessly with widely-used IDEs, including Visual Studio Code and JetBrains. Agentic StarShip includes capabilities such as automatic code commenting, optimization, refactoring, and the generation of test cases. Additionally, it supports real-time explanations and question-and-answer sessions about the code, allowing developers to rapidly gain insights and make improvements to their codebases. The plugin enhances user experience with right-click context menus and interactive conversation boxes, while also providing operation commands that facilitate effective code manipulation. Another crucial aspect is SecScan, a tool powered by AI that conducts thorough analyses of source code to uncover and assess potential security vulnerabilities. This comprehensive suite not only aids in development but also promotes a culture of secure coding practices among developers.

Factory.ai is an advanced AI-powered platform that brings agent-driven automation to software development workflows. It introduces “Droids,” intelligent agents capable of handling complex engineering tasks such as code refactoring, debugging, migrations, and incident management. The platform integrates directly into developers’ existing environments, including IDEs, terminals, Slack, and CI/CD systems. This allows teams to adopt AI assistance without changing their tools, workflows, or preferred models. Factory.ai is interface-agnostic and works with multiple model providers, ensuring flexibility for enterprise teams. It is designed to scale with growing development needs while maintaining high performance and efficiency. The platform emphasizes security and compliance, protecting sensitive code and data. Factory.ai also provides analytics to help teams measure the impact of AI on engineering outcomes. By automating repetitive and complex tasks, it reduces development time and operational overhead. Overall, it empowers teams to build software faster while maintaining control and flexibility.

The JetBrains IDEs have integrated a new CSV Editor plugin that designates CSV (Comma-Separated Values) as a formal language, complete with a defined syntax, structured language components, and relevant file extensions (.csv/.tsv/.psv). This functionality enables standard editor capabilities such as syntax validation, highlighting, and inspections for files that resemble CSV formats. Users can enjoy customizable text and table editors, along with versatile table editing options, syntax validation, and tailored syntax highlighting and formatting. Additionally, it offers quick-fix inspections and useful intentions like quoting and unquoting text or shifting columns as needed. The plugin is designed to handle various value separators, including tab characters, and it permits the use of custom separators and line comments for enhanced flexibility. With the table editor, users can easily add or remove rows and columns through context menus, and it also supports keyboard shortcuts for smoother navigation and management of data. This makes working with CSV files more intuitive and efficient for developers.

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.

Kimi Code is an AI-driven coding assistant tailored for developers, available through the Kimi Membership, that aims to enhance efficiency by automating various software development processes and integrating effortlessly with widely-used workflows. It provides robust command-line interface (CLI) tools and is compatible with terminal environments and integrated development environments (IDEs) such as VS Code, empowering developers to read and modify code, obtain insights about codebases, create new features, resolve bugs, refactor existing code, and validate modifications through a user-friendly natural-language interface. The platform includes a specialized console that displays real-time logs, manages request quotas, and allows for pace adjustments, enabling users to set up API keys for applications like Kimi CLI, Claude Code, and Roo Code, which facilitates expedited coding with AI assistance while working within commits and ongoing workflows. In the VS Code environment, Kimi Code enhances the user experience with a built-in chat panel that supports slash commands, references to files and folders, diff views, and integration with external tools, providing context-aware coding help. Overall, Kimi Code represents a significant advancement in coding efficiency, making the software development process more intuitive and streamlined for developers at all levels.

CodeBuddy, an innovative AI code editor created by Tencent Cloud, is designed to provide an unparalleled development experience that integrates seamlessly with various plugins, IDEs, and command-line interfaces. This tool offers features such as code completion, error detection, technical Q&A, intelligent coding assistance, and autonomous problem-solving within a cohesive development ecosystem. Unlike conventional Q&A tools, CodeBuddy is capable of reading files, executing commands, altering code, and addressing programming challenges while allowing the developer to observe, guide, or proceed with their tasks. Its integrated development environment includes capabilities for project comprehension, chat-based collaboration, Composer workflows, Command-K editing, design-to-code transformation, and adherence to guidelines that enhance the model’s understanding of project context, coding standards, framework protocols, security needs, and individual preferences. Additionally, CodeBuddy provides a robust CLI environment, enabling developers to configure models, manage skills, create plugins, run custom agents, utilize hooks, connect to MCP servers, and package reusable workflows for collaborative teams, making it an invaluable asset for modern software development. Overall, its multifaceted approach ensures that developers have the tools they need to enhance productivity and streamline their coding processes effectively.

Claude Opus 5.2 is an anticipated next update to Anthropic’s Opus model family, designed to extend the capabilities introduced with Claude Opus 5. Anthropic has not yet formally released Opus 5.2 or confirmed its specifications, pricing, benchmarks, model identifier, or availability. Based on Opus 5, the model would likely focus on software engineering, long-running agents, computer use, professional analysis, scientific research, and other complex reasoning tasks. Coding improvements could include more reliable repository analysis, feature development, debugging, test generation, code review, and verification across larger multi-step assignments. Agentic enhancements would likely target better planning, tool selection, context management, and persistence when working through lengthy workflows that require repeated actions or external tools. Anthropic has emphasized judgment and self-verification in Opus 5, including checking assumptions and validating work before completing tasks, making those capabilities logical areas for further refinement. A 5.2 release could also improve efficiency by reducing unnecessary reasoning steps, tool calls, and token usage while maintaining performance on difficult assignments. Opus 5 currently offers multiple effort settings and a Fast mode, providing a foundation for balancing intelligence, latency, and cost that an incremental release could continue to develop. Claude Opus 5.2 would be suited to users who need advanced AI for coding, research, business analysis, autonomous agents, and other professional workflows requiring sustained reasoning and reliable execution.

Automate your time tracking. Automated time tracking will allow you to focus on what is important, while saving you time. Track and visualize all your projects. You can also export your data to connect with your timesheet and billing tools. Code Time is an analytics and time tracking plugin that provides detailed reports on your code time per project. Visualize all your projects, daily progress and work schedule in one place. Upgrade to simplify project billing and reporting. Export your data and have it packaged up by branch or project. You can create your own dashboards and reports using your favorite analytics tool. Software integrates with over 15 of the most popular IDEs and code editors. You can track your hours and generate reports directly from your code editor.

Apache Ant serves as a Java library and a command-line utility designed to execute processes outlined in build files, where targets and extension points are interdependent. Primarily, Ant is utilized for building Java applications, providing various built-in tasks that facilitate compiling, assembling, testing, and running these applications. Additionally, Ant proves to be effective in constructing non-Java applications, such as those written in C or C++. Beyond its specific language applications, Ant can manage any process that can be articulated in terms of tasks and targets, showcasing its versatility. Being developed in Java, Ant allows users to create custom "antlibs" that include tailored tasks and types while also offering a plethora of existing commercial and open-source "antlibs." This flexibility means that Ant does not enforce any specific coding standards or directory structures, making it adaptable for diverse Java projects that choose to implement it as their build system. Consequently, the adaptability and extensive features of Ant make it a preferred choice for developers across various programming environments.

Ensure that your executable specifications align with your code across any contemporary development framework. Cucumber Open, boasting over 40 million downloads, stands as the leading automation tool for Behavior-Driven Development globally. Not only is Cucumber Open open source, but it also functions as an adaptable platform that integrates effortlessly with the tools you already utilize and prefer. It is compatible with various languages, including Java, JavaScript, Ruby, and .NET, among others. You can organize plain text specifications right next to your code within your own source control system. Articulate the expected behavior of the system in a manner that is accessible to all stakeholders. Automate processes using Selenium, API requests, or direct function calls within the same execution context. Produce reports in formats such as HTML and JSON, or even create custom reporting solutions. Cucumber Open allows for integration with CucumberStudio, JIRA, or the development of your own plugins. It serves as a bridge between business teams and developers through the principles of BDD. By implementing test automation, you can significantly reduce the need for rework. Additionally, gain immediate insights through dynamic documentation that evolves with your project. It also offers seamless compatibility with Git for version control, making collaboration a breeze. This versatility not only enhances productivity but also fosters better communication among teams.

TestNG is a robust testing framework that draws inspiration from both JUnit and NUnit while introducing a range of new features that enhance its power and usability; among these are annotations and the ability to execute tests in large thread pools, utilizing various policies such as dedicating a thread to each method or assigning one thread per test class. This framework allows for the validation of multithread safety in code, offers flexible test configurations, and supports data-driven testing through the use of the @DataProvider annotation, along with parameter handling. Its execution model is highly efficient, eliminating the need for traditional TestSuites, and it is compatible with an array of tools and plugins, including Eclipse, IDEA, and Maven, enhancing its integration into existing workflows. Additionally, TestNG incorporates BeanShell for increased flexibility and leverages default JDK functionalities for runtime operations and logging, thus minimizing external dependencies while also supporting dependent methods for application server testing. As a comprehensive solution, TestNG is tailored to accommodate all types of testing scenarios, including unit, functional, end-to-end, and integration tests, making it an essential tool for developers and testers alike.