code assistant

Macroscope is a programming efficiency tool that serves R&D teams. It has received US$30 million in Series A financing and has been publicly launched. The core functions focus on code management and R&D process optimization. By analyzing the code base to build a knowledge graph and integrating a multi-tool ecosystem, it solves the pain points of engineers being burdened with non-development work and managers having difficulty keeping track of R&D progress. Its technical advantage lies in multi-model collaboration (such as the combination of OpenAI o4-mini-high and Anthropic Opus 4) to ensure the accuracy of code review, and customer data is isolated and encrypted, compliant with SOC 2 Type II compliance, and promises not to use customer code to train models. Pricing is divided into Teams ($30/developer/month, at least 5 seats) and Enterprise (customized price) packages, targeting small and medium-sized R&D teams and large enterprises with customization needs, helping teams focus on core development and improving overall R&D efficiency.

Claude Code Checkpoint is an essential companion app for Claude AI developers. Keep your code safe and never lost by tracking all code changes seamlessly.

Qoder is an agent coding platform that seamlessly integrates with enhanced context engines and intelligent agents to gain a comprehensive understanding of your code base and systematically handle software development tasks. Supports the latest and most advanced AI models in the world: Claude, GPT, Gemini, etc. Available for Windows and macOS.

Claude Code is a futuristic IDE that seamlessly integrates with CLI AI tools such as Claude Code and Gemini CLI. Its main advantages are that it provides multi-session orchestration, atomic branching capabilities, and greatly improves developer productivity. The product is positioned to be designed for developers who want fast delivery.

Daili Code is an open source command-line AI tool that is compatible with multiple large language models and can connect to your tools, understand code, and accelerate workflows. It supports multiple LLM providers, provides powerful automation and multi-modal capabilities, and is suitable for developers and technicians.

CodeBuddy IDE is a development tool integrated with AI technology, designed to improve developers' work efficiency and collaboration capabilities. It helps developers go from design to code faster and provides a secure development environment through intelligent code completion, design generation and seamless back-end integration. The product is aimed at professional developers and has a 30-day free trial, followed by a paid subscription.

Uncursor is an AI-powered Vibe programming platform that lets you tell an AI agent what you want to build and it will build it for you. Its main advantage is that it allows users to code from anywhere, saving time and increasing efficiency. Uncursor is positioned to help users who want to quickly build applications and websites.

VibeCode is a tool that helps users quickly transform ideas into mobile applications. Its main advantage is a fast, simple and efficient development process coupled with powerful functionality and flexible customization options.

Traycer is an innovative coding assistant designed to improve the efficiency of collaboration between developers and AI coding agents. Traycer lets you manage your coding projects more efficiently with its superior scheduling capabilities, ensuring every step is executed optimally. Its intuitive interface and one-click handover make it easy to work with any major AI coding agent. The product is positioned to improve developer productivity and is an indispensable tool for modern software development.

Dualite is an AI-based development tool. The core product Alpha is an AI front-end engineer that helps developers quickly build scalable web and mobile applications. This tool is designed to provide secure, smart solutions for SaaS companies and small and medium-sized enterprises.

Kiro AI is an innovative integrated development environment that transforms the way developers build software through specification-driven development. Unlike traditional coding tools, Kiro AI leverages specification-driven development to transform your ideas into structured requirements, system designs, and production-ready code. Built on the open source VS Code and powered by AWS Bedrock’s Claude model, Kiro AI bridges the gap between rapid prototyping and maintainable production systems.

Claude Code Router is a tool built on Claude Code that allows users to route coding requests to different AI models, providing greater flexibility and customization. By configuring JSON files, users can specify default models, background tasks, inference models, and long context models.

Kiro is an advanced AI integrated development environment (IDE) that provides support at all stages of software development. It uses multi-modal input, understands context, and has complete lifecycle control as if you were working with a senior developer. Kiro's specification-driven development approach allows users to quickly move from concept to working prototype, significantly improving development efficiency and quality.

Runcell is an AI agent that understands your notebook, writes code, and executes cells, letting you focus on insights. It improves the efficiency of data science workflows and saves users time and energy.

Stagewise is a toolbar that connects your app front-end with your favorite code proxy, letting you edit your web app UI with prompts. It provides real-time context to your AI agents, making editing front-end code very easy.

Codev is an AI-powered platform that turns text descriptions into instant full-stack Next.js applications. It helps developers and non-developers quickly turn application ideas into reality, delivering production-ready code.

CodeFriends provides real-time AI programming feedback, one-click project deployment, and intelligent code suggestions. Its advantage lies in providing simple and easy-to-use practical coding and AI education, helping users learn, practice and build projects more quickly.

Phion is a tool focused on simplifying the programming process. It implements version control, release management, architecture rules and other functions through powerful AI agents, allowing users to focus on creation rather than configuration. The product background stems from continuous improvement and optimization of developer experience.

Codeaid is a developer testing tool for comprehensive and challenging assessments of developers, with the most precise and segmented scoring algorithm. Its main benefit is to simulate a developer's daily workflow and environment, providing an accurate assessment of skills.

Kimi-Dev is a powerful open source coding LLM designed to solve problems in software engineering. It is optimized through large-scale reinforcement learning to ensure correctness and robustness in real development environments. Kimi-Dev-72B achieves 60.4% performance in SWE-bench verification, surpassing other open source models and is one of the most advanced coding LLMs currently available. The model is available for download and deployment on Hugging Face and GitHub, making it suitable for developers and researchers.

Claude Code + Gemini MCP is a plug-in that connects Claude Code with Google's Gemini AI, enabling users to perform powerful AI collaboration through Claude Code. Users can ask Gemini questions, get code reviews, and brainstorm to improve programming efficiency and quality. The plugin requires users to install Python and Claude Code CLI, and provides simple installation and usage steps. It is a tool for developers and programmers that promotes the improvement of code quality and the innovation of ideas.

VibeKit is a platform that can run Codex or Claude Code in a secure sandbox, supporting multiple sandbox providers. This tool is ideal for internal tooling, application functionality, and prototyping workflows.

Lingma IDE is an intelligent code editor built on VS Code. It integrates rich intelligent coding functions and is designed to improve programming efficiency. This product helps developers complete coding tasks more quickly through powerful intelligent completion and programming agent functions. It is suitable for various programming languages ​​and can be personalized according to user habits. Lingma IDE is a powerful tool for developers, which greatly improves the convenience and intelligence of programming.

Claude 4 is Anthropic’s latest AI model series, which has powerful programming and reasoning capabilities and can handle complex tasks efficiently. Its superior performance has placed it at the top of programming benchmarks, making it an important tool for developers. Claude 4 improves the efficiency and accuracy of information processing through the introduction of many new features, making it suitable for users who need efficient coding and logical reasoning.

Piny is a powerful visual editor available for Astro, React, Next.js and Tailwind CSS. It allows you to intuitively edit code, browse components, and simplify styling without the need for special libraries or additional setup. Piny is designed to help developers code quickly, stay in control, and work with their favorite coding assistant.

Kilo Code is an open source AI agent VS Code extension that generates code, automates tasks and provides recommendations. Its key benefits include automatic code generation, intelligent task automation, suggestions functionality, and open source and free use. The product is positioned to improve coding efficiency and reduce repetitive tasks, and is suitable for developers, programming enthusiasts, etc.

Ghost Engineer is an AI tool that provides real-time programming assistance. It can be hidden at the top of the screen during the interview process and solve algorithm and system design problems in real time. Its advantages include no need to switch window labels, no eye movement or reflection interference, support for multiple programming languages, etc.

Basin is the first reliable MCP tool designed for AI code editors, stopping the illusion of code generation by instantly identifying and flagging issues, allowing you to code easily and efficiently. Basin is platform-agnostic and works with any AI code editor that supports agent MCP code generation. Basin is currently in an invitation-only closed beta phase.

SWE-1 is windsurf_ai's first model family optimized for the entire software engineering process, aiming to accelerate software development by 99%. Compared to traditional code-only models, SWE-1 can not only write code, but also handle terminal operations, access other knowledge and the Internet, test products, and understand user feedback. The SWE-1 series includes three models, SWE-1, SWE-1-lite and SWE-1-mini, designed to meet the needs of different users.

Tencent Cloud Code Assistant CodeBuddy is an auxiliary coding tool based on the large mixed code model that provides technical dialogue, code completion, code diagnosis and optimization capabilities. It helps developers generate high-quality code, solve technical problems, and improve coding efficiency. CodeBuddy is suitable for all types of developers, especially professionals who need efficient programming and code understanding. This tool supports multiple programming languages, is suitable for multiple IDEs, and has a wide range of application scenarios. The product is positioned to improve programming efficiency, reduce repetitive work, and improve code quality. The product provides free use options.

Matter AI is an engineering intelligence platform that accelerates code reviews, helping teams eliminate up to 95% of bugs, security issues, and vulnerabilities in Pull Requests. The main advantages of this product include rapid vulnerability discovery, improved code quality, reduced review cycles, etc. Background information on Matter AI includes being trusted by engineering teams and widely used to improve code quality.

Seed-Coder is a series of open source code large-scale language models launched by the ByteDance Seed team. It includes basic, instruction and inference models. It aims to autonomously manage code training data with minimal human investment, thereby significantly improving programming capabilities. This model has superior performance among similar open source models and is suitable for various coding tasks. It is positioned to promote the development of the open source LLM ecosystem and is suitable for research and industry.

Gemini 2.5 Pro is a programming plug-in based on the most advanced AI technology, which can improve programming efficiency and help users quickly generate high-quality code. Its background information includes that it was developed by Google and is positioned to improve the programming experience and accelerate the development process.

EchoComet is an AI developer tool that greatly simplifies AI coding workflows by providing code context directly to AI assistants. Its main advantage is that it can easily collect codes and input them into the AI ​​assistant, improving the accuracy and efficiency of AI processing codes.

Better AI Code is a platform for learning and practicing coding, using the best tools and technologies to help users learn and practice coding. It provides an efficient learning environment and rich programming resources, providing high-quality programming experience for programming enthusiasts and learners.

Xiaomi MiMo is the first large-scale reasoning model open sourced by Xiaomi. It is specially designed for reasoning tasks and has excellent mathematical reasoning and code generation capabilities. The model performed well on the public evaluation sets of mathematical reasoning (AIME 24-25) and code competition (LiveCodeBench v5), surpassing larger-scale models such as OpenAI's o1-mini and Alibaba Qwen's QwQ-32B-Preview with only 7B parameter scale. MiMo significantly improves reasoning capabilities through multi-level innovations in the pre-training and post-training stages, including data mining, training strategies, and reinforcement learning algorithms. The open source of this model provides researchers and developers with powerful tools and promotes the further development of artificial intelligence in the field of reasoning.

Cline is an AI assistant plug-in that can improve software development efficiency. Its main advantages include automatically executing commands, quickly creating files, and seamlessly integrating with various APIs. Cline background information: developer-friendly, easy to use, and flexible customization.

Codebuff is an AI programming assistant that can quickly understand the entire code base structure and generate code that other AI tools cannot match. Its advantages lie in in-depth project insights, overall code base awareness, precise code editing, quick solutions, etc.

mrge is a code review platform designed for modern software teams that accelerates the code merge process and improves code quality. It uses AI technology to evaluate code in real time, ensuring that teams can handle PRs quickly and efficiently and reduce development cycles. The product costs $30 per active developer per month and provides unlimited AI review and custom rules for development teams that need to collaborate efficiently.

Codespell.ai is an AI tool that uses artificial intelligence to generate code documentation, fix bugs, build APIs, automate testing and set up infrastructure. It supports the entire software development lifecycle, including automated testing and DevOps integration.

Interview Coder is an AI tool designed specifically for Leetcode interviews, providing real-time coding assistance to improve technical interview performance. It captures interview questions and generates solutions and debugging suggestions. Pricing is transparent, with free and paid versions available to meet the needs of different users.

OpenAI Codex is an artificial intelligence-based coding assistant designed to improve developer productivity. It can understand natural language instructions and automatically generate code, making it suitable for developers who need efficient programming and rapid iteration. Codex provides an interactive command line interface that allows users to talk to it directly in the terminal. The product is free to use and is positioned to simplify the development process and improve code quality.

DeepCoder-14B-Preview is a reinforcement learning-based large-scale language model for code inference capable of handling long contexts with a 60.6% pass rate, suitable for programming tasks and automated code generation. The advantage of this model lies in the innovation of its training method, which provides better performance than other models. It is completely open source and supports a wide range of community applications and research.

Exponent is a collaborative AI programming agent designed to improve the efficiency and experience of software development. It can work in a variety of environments, from code exploration to deployment, and can help developers automate complex programming tasks, greatly reduce repetitive work, and improve team productivity. Exponent's benefits include cross-platform operation, a convenient user interface, and a powerful feature set that makes it suitable for development teams of all sizes.

Aider is an innovative AI-assisted programming tool designed to help developers efficiently complete programming tasks in local code bases by integrating with large language models (LLM). It supports many popular programming languages ​​and can understand complex requirements and implement changes directly in the code. Aider's main advantages include efficiency, flexibility, and compatibility with a variety of LLMs. It is suitable for developers who want to improve their programming efficiency, whether they are new or experienced programmers. Aider is currently free and open to the public and aims to promote the popularity of AI programming.

AI Dev is a tool focused on the field of programming. It automates repetitive development tasks, allowing developers to devote more energy to creative work. The importance of this technology lies in improving development efficiency, reducing labor costs, and improving development quality. The product is mainly aimed at software developers and enterprises and is positioned as an efficient development assistant. There is currently no clear price information.

Komment is a product that focuses on automated code document generation. Through intelligent algorithms and AI technology, it can automatically generate various forms of documents from code comments to architecture diagrams, API documents, etc. Its main advantages include efficiently saving development time, ensuring that documentation and code are updated simultaneously, and supporting multiple programming languages ​​and development platforms. Komment is aimed at enterprise-level development teams and aims to solve problems such as tedious writing of code documents and difficulty in maintenance, and help enterprises improve development efficiency and code quality. The product provides free trials and is suitable for development teams of different sizes.

Vibe Coder is an open source VS Code extension developed by Deepgram to explore the possibilities of voice-driven programming. It uses speech recognition technology to allow users to interact with AI programming assistants through voice commands to quickly transform ideas into code prototypes. This innovative programming method is called ‘vibe coding’ and aims to improve programming efficiency and change the way software is developed in the future. Vibe Coder is currently in an experimental phase, and Deepgram hopes to continue improving the tool through community feedback.

Aviator Agents is a programming tool focused on code migration. By integrating LLM technology, it can connect directly to GitHub and support multiple models, such as Open-AI o1, Claude Sonnet 3.5, Llama 3.1 and DeepSeek R1. This tool can automatically perform code migration tasks, including searching for code dependencies, optimizing code, generating PR, etc., greatly improving the efficiency and accuracy of code migration. It is mainly aimed at development teams to help them complete code migration efficiently and save time and energy.

Cliprun is a browser-based Python programming tool that allows users to run Python code directly on any web page through a Chrome plug-in. It leverages Pyodide technology to enable on-the-fly code execution without local environment configuration. The main advantages of this tool include no need to install a Python environment, support for a variety of commonly used Python libraries (such as pandas, numpy, matplotlib, etc.), provision of code snippet saving functions, and support for data visualization and automated script running. Cliprun is mainly aimed at developers, data analysts and programming learners. It aims to provide a convenient and efficient online programming environment to help users quickly implement code testing, data analysis and automation tasks.

Augment Code is an AI development assistant for professional software engineers, designed to help developers better manage and optimize complex code bases. It improves development efficiency and reduces maintenance costs through intelligent code editing suggestions, real-time code completion and team collaboration functions. Augment Code supports multiple development environments such as VSCode, JetBrains, and Vim, and integrates seamlessly with tools like GitHub and Slack. Its main advantages include efficient code management, intelligent editing suggestions and strong team collaboration support, suitable for large teams and complex projects.

Trae is an AI native IDE designed specifically for Chinese development scenarios, deeply integrating AI technology into the development environment. It significantly improves development efficiency and code quality through functions such as intelligent code completion and context understanding. The emergence of Trae has filled the gap in domestic AI integrated development tools and met the needs of Chinese developers for efficient development tools. It is positioned as a high-end development tool and aims to provide powerful technical support for professional developers. The price has not yet been clearly disclosed, but it is expected to adopt a paid model to match its high-end positioning.

llm-commit is a plug-in designed for LLM (Large Language Model), used to generate Git commit information. This plug-in automatically generates concise and meaningful submission information by analyzing differences in Git's staging area and using LLM's language generation capabilities. It not only improves developers' submission efficiency, but also ensures the quality and consistency of submitted information. This plug-in is suitable for any development environment using Git and LLM, is free and open source, and is easy to install and use.

GitSeek is an innovative tool focused on integrating code extraction and AI tools. It uses advanced AI models to accurately identify and extract the complete code files required by users, avoiding omissions that may be caused by traditional code fragment splicing. Users can directly copy the extracted code into AI tools such as Claude and Cursor to achieve rapid learning, code optimization or function integration. Its core advantage lies in its efficient and accurate code extraction capabilities and visual display of project architecture, helping users quickly understand the code structure. GitSeek is mainly aimed at developers, technical teams, and user groups who need to quickly learn and reuse code, aiming to improve programming efficiency and innovation capabilities. Currently, GitSeek provides a free version and a paid Pro version. The free version is fully functional but has usage frequency restrictions; the Pro version provides more powerful AI model support and a higher usage frequency.

Mercury Coder is the first commercial-grade diffusion large language model (dLLM) launched by Inception Labs, which is specially optimized for code generation. This model uses diffusion model technology to significantly improve the generation speed and quality through a 'coarse-to-fine' generation method. It is 5-10 times faster than traditional autoregressive language models and can achieve a generation speed of more than 1,000 tokens per second on NVIDIA H100 hardware while maintaining high-quality code generation capabilities. The background of this technology is the bottleneck of current autoregressive language models in terms of generation speed and reasoning cost. Mercury Coder breaks through this limitation through algorithm optimization and provides a more efficient and low-cost solution for enterprise-level applications.

Factory is an autonomous platform for software development that aims to improve team collaboration efficiency and development experience by connecting context and tools in engineering systems. It supports full-process development tasks from code generation, code review to document generation, while providing enterprise-level security and standardized workflows to help teams better manage complex projects. Factory's goal is to transform development teams into autonomous and efficient organizations that adapt to the needs of modern software development.

SWE-RL is a large-scale language model inference technology based on reinforcement learning proposed by Facebook Research. It aims to use open source software evolution data to improve the model's performance in software engineering tasks. This technology optimizes the model's reasoning capabilities through a rule-driven reward mechanism, allowing it to better understand and generate high-quality code. The main advantages of SWE-RL are its innovative reinforcement learning methods and effective utilization of open source data, which bring new possibilities to the field of software engineering. This technology is currently in the research stage and commercial pricing has not yet been determined, but it has significant potential to improve development efficiency and code quality.

Phi-4-mini-instruct is a lightweight open source language model launched by Microsoft and belongs to the Phi-4 model family. It is trained on synthetic data and filtered public website data, focusing on high-quality, inference-intensive data. The model supports 128K token context lengths and enhances instruction compliance and security through supervised fine-tuning and direct preference optimization. Phi-4-mini-instruct performs well in multi-language support, reasoning capabilities (especially mathematical and logical reasoning), and low-latency scenarios, making it suitable for resource-constrained environments. The model was released in February 2025 and supports multiple languages, including English, Chinese, Japanese, and more.

Gemini Code Assist is a free AI programming assistant launched by Google to help developers write and review code more efficiently. It is based on the Gemini 2.0 model, supports all public domain programming languages, and is optimized for code generation and review. The tool provides free usage of up to 180,000 code completions per month and is suitable for different user groups such as students, freelance developers and start-up teams. By integrating into development environments such as Visual Studio Code and JetBrains IDEs, developers can generate, debug, and modify code without switching windows.

bRAG AI is an AI programming assistance tool for developers that helps users quickly transform ideas into full-stack applications through AI-driven reasoning and real-time coding capabilities. It has powerful integration capabilities, supports tools such as Figma and GitHub, and can implement code review, document generation, one-click deployment and other functions. This product is mainly aimed at developers and teams who want to improve development efficiency. It is currently in the waiting list stage. Users can experience it in advance by joining the waiting list.

Claude Code is a programming assistance tool launched by Anthropic, aiming to improve development efficiency through natural language interaction. It integrates directly into the development environment, requiring no additional servers or complex setup. The tool leverages Anthropic's Claude 3.7 model and is able to understand the context of a code base and perform tasks such as editing files, fixing errors, performing tests and handling Git operations. Key benefits of Claude Code include efficient workflow integration, strong contextual understanding, and support for complex programming tasks. It is currently in the research preview stage and will be optimized based on user feedback in the future.

Cline is a collaborative AI programming plug-in for developers, aiming to improve programming efficiency and quality through close cooperation with developers. It can not only generate code, but also comprehensively optimize the development process, from monitoring the development environment to automatically fixing problems, to assist developers in all aspects. Cline adopts an open source model and supports a variety of AI models. Users can choose the appropriate model according to their needs to ensure the safety and controllability of the development process. It is mainly aimed at developers who need to develop efficiently and optimize the programming process. Whether they are individual developers or corporate teams, they can benefit from it.

Pull Sense is an AI-driven code review tool designed specifically for development teams to improve code review efficiency and quality through intelligent AI assistance. It quickly identifies potential issues in your code, such as vulnerabilities, security risks, and compliance with best practices, and provides meaningful recommendations for improvements. The tool emphasizes security and uses enterprise-grade encryption technology to protect API keys and ensure data security during the code review process. Pull Sense is seamlessly integrated with GitHub, supporting quick setup and use. It will also support GitLab, Bitbucket and other platforms in the future. Its pricing is flexible and it provides BYOK (bring your own key) and hosting models to meet the needs of different teams.

CodeOrbital is an online code editing platform that provides developers with a convenient programming environment. It supports multiple programming languages, such as JavaScript, etc., and users can write, run and debug code directly in the browser. The platform also provides a code snippet sharing function to facilitate communication and learning among developers. In addition, it integrates web development functions and supports real-time preview of HTML, CSS and JavaScript, allowing developers to quickly build and test web projects. The main advantages of CodeOrbital are convenience, real-time feedback and community sharing capabilities, making it suitable for both programming beginners and professional developers. The platform is currently free and aims to provide developers with an efficient and collaborative programming environment.

Lovify is an extension to Lovable.dev designed to improve developer productivity through a series of AI-driven features. It supports GitHub integration and can quickly import and manage warehouses; it provides intelligent prompt enhancements to optimize prompts based on context; it has project planning tools to automatically generate PRDs and action plans; it supports voice interaction to achieve manual-free coding and debugging; and it also has quick slash commands to quickly access various functions. The combination of these features allows developers to write code more efficiently, manage projects, and get real-time help. The product is currently in the promotion stage, and the specific price is not clear, but it can be tried for free through the Chrome extension store.

Nia is an AI tool for developers focused on code base understanding and collaborative development. It uses advanced semantic file search and code understanding capabilities to help developers quickly find the required files, understand the code structure, and integrate into existing workflows through APIs. Key benefits of Nia include efficient understanding of the code base, streamlined onboarding of new members, and powerful API integration capabilities. Currently in the free trial phase, the goal is to help developers improve development efficiency.

UIGEN-T1-Qwen-7b is a large language model focused on UI inference generation. It generates UI components based on HTML and CSS through a complex reasoning link method, which can provide a rapid layout generation solution for front-end development. This model is fine-tuned based on Qwen2.5-Coder-7B-Instruct and focuses on the generation of basic front-end applications, such as dashboards, login pages, and registration forms. Its main advantage is that it can quickly generate structured HTML/CSS code and generate UI layout that conforms to design principles through reasoning. The main application scenario of this model is to simplify the front-end development process, improve development efficiency, and provide support for low-code/no-code tools.

We0 is a powerful desktop client tool focused on helping developers quickly generate and deploy AI-driven applications. It supports a variety of modern development frameworks, such as Vue, React, Next.js, Python, Java and WeChat applets. Through We0, developers can significantly improve development efficiency and reduce the time from concept to deployment. The main advantages of this tool are its powerful code generation capabilities and support for multiple frameworks, making it ideal for full-stack developers. Currently, We0 provides downloads of Windows and Mac versions. The specific price and positioning have not yet been determined, but judging from its functions, it is mainly aimed at professional developers and enterprise users.

Windsurf Wave 3 is a major updated version of the AI ​​editor developed by the Codeium team, aiming to provide developers with a more efficient and smarter programming experience through a series of new features and improvements. This product supports the integration of multiple AI models and tools, which can significantly improve the efficiency of code generation, editing and debugging. Its key advantages include powerful AI-driven functionality, high degree of customizability, and support for a variety of programming scenarios. The product is positioned as a high-end development tool, mainly for professional developers and enterprise users, and the price strategy may involve paid subscription or enterprise customization.

FastApply-7B-v1.0 is a large language model designed specifically for code editing tasks. It is based on the Qwen2.5 Coder architecture and is fine-tuned to achieve fast and accurate code modification capabilities. The model is capable of quickly generating complete file edits, supports on-the-fly code application tasks, and is particularly suitable for integration into AI-driven code editors. It exhibits high throughput and high editing accuracy when deployed, reaching speeds of approximately 150 tokens/second. The model was developed by Kortix under an Apache-2.0 license and is designed to support data generation and model fine-tuning through a rapid application process.

Devv Builder is a low-code tool for developers that quickly transforms natural language descriptions of backend requirements into secure, automatically scalable backend code. It uses artificial intelligence technology to generate a complete API through simple descriptions, greatly simplifying the development process and saving development time and costs. The tool supports multiple database integrations and uses industry-standard best practices to ensure the code generated is safe and reliable. Devv Builder is suitable for small and medium-sized enterprises, startups, and developers who want to quickly develop and deploy back-end services. It currently provides a free trial version, and more advanced features will be launched in the future.

Huginn-0125 is a latent variable loop depth model developed in Tom Goldstein's laboratory at the University of Maryland, College Park. The model has 3.5 billion parameters, was trained on 800 billion tokens, and performs well in inference and code generation. Its core feature is to dynamically adjust the amount of calculation during testing through the loop depth structure, which can flexibly increase or decrease calculation steps according to task requirements, thereby optimizing resource utilization while maintaining performance. The model is released based on the open source Hugging Face platform and supports community sharing and collaboration. Users can freely download, use and further develop it. Its open source nature and flexible architecture make it an important tool in research and development, especially in scenarios where resources are constrained or high-performance inference is required.

Shell Sage is an intelligent terminal assistant for developers and command line users. It uses AI technology to help users perform command line operations more safely and efficiently. The product supports local and cloud modes, and users can choose privacy-first local processing or cloud services with better performance according to their needs. Its key benefits include privacy protection, intelligent error diagnosis, and natural language command support. Shell Sage is designed to increase developer productivity while reducing the risks of command line operations.

cursor-tools is a plug-in that provides enhanced functionality for the Cursor programming tool. It provides developers with powerful code context understanding, automated browser operations, and GitHub integration by integrating AI models such as Perplexity and Gemini. The main advantage of this tool is that it can significantly improve development efficiency, help developers quickly solve complex problems, and support the operation of local and remote code bases. Cursor-tools is positioned as an intelligent assistant for developers, suitable for scenarios that require efficient code management and automated testing. It is currently open source on GitHub and supports free use.

Learn Cursor is a learning platform focused on Cursor AI, aiming to provide developers with a systematic learning path and rich tutorial resources. Cursor AI is a powerful AI programming assistant that can help developers quickly generate code, optimize the programming process, and provide intelligent prompts. This platform integrates public Internet resources to provide Chinese developers with high-quality learning content to help them better master the usage skills of Cursor AI, thereby improving programming efficiency. As an unofficial community, Learn Cursor is committed to becoming a platform for developers to learn and communicate, and to promote the popularization of AI programming technology.

Prompter IDE is a tool designed specifically for developers to improve development efficiency. By combining a large language model (LLM) with the local file system, it enables developers to provide contextual information to the LLM directly from the project files, resulting in more precise code suggestions and solutions. The tool's main advantages include efficient integration, flexible context management, and support for multiple programming languages. It is mainly aimed at professional developers who need to use the power of AI to optimize the development process. Its pricing strategy has not been clear yet, but judging from its functions, it may be positioned in the mid-to-high-end market.

Blaze Code is a Python integrated development environment (IDE) designed for mobile devices that allows users to write, run and debug Python code anytime and anywhere. Key benefits of the product include a mobile-first design philosophy, comprehensive Python development environment support, and offline programming capabilities. Blaze is designed to provide developers with an efficient and convenient mobile programming solution that can be used whether on the commute, while traveling, or in any situation where code needs to be written quickly. Its developer, Sarthak Developer, focuses on providing quality programming tools to meet the needs of mobile developers.

Lagrange is an AI programming tool developed by OrangeCat that can quickly transform development requirements into production-ready code. It uses advanced AI technology to understand context and generate optimal solutions instantly, greatly improving development efficiency. This product supports the automation of the entire process from requirements to code generation, can generate high-quality code in a short time, and is suitable for developers and teams who want to improve development efficiency. Currently, Lagrange provides Mac and Windows versions for download, and users can get more information through its official website.

GitHub Copilot Agent mode is a major upgrade of GitHub Copilot. It introduces autonomous agent (Agent) technology to enable developers to complete complex programming tasks more efficiently. Agent mode automatically iterates code, identifies and fixes errors, and can even deduce the additional steps needed to complete a task. Its main benefits include reducing repetitive work, improving code quality, and enhancing development efficiency. Agent mode supports multiple language models, such as Google's Gemini 2.0 Flash, and ensures code security through security sandbox technology. It is suitable for developers who need to develop and optimize code quickly, especially those working on teams working on complex projects.

Junie is an innovative programming agent tool developed by JetBrains, designed to help developers complete coding tasks through natural language interaction. It can understand the project context, perform code writing, test running, code inspection and other tasks, and communicate with developers in real time to ensure code quality and project consistency. The emergence of Junie represents the trend of programming tools developing toward intelligence and automation, which greatly improves development efficiency and allows developers to focus more on core logic and creative work. Currently, Junie supports IntelliJ IDEA Ultimate and PyCharm Professional, and will soon support WebStorm, only on OS X and Linux platforms.

Jolt AI is an AI-assisted development tool designed for large code bases. It understands and navigates large code bases, accurately identifies files that need to be created, edited, moved or deleted, and matches existing coding styles, patterns and conventions. By generating editable file-level plans, Jolt AI ensures code predictability and helps developers quickly become familiar with new code bases. It can modify more than 10 files and write more than 1000 lines of code in a single task, and code revision is simple and easy. The emergence of Jolt AI aims to help development teams improve productivity, reduce development time, and improve code quality. It is mainly aimed at enterprise development teams that need to deal with complex code bases, and the specific price needs to be customized according to enterprise needs.

GoCodeo is an AI programming plug-in specially designed for Visual Studio Code, aiming to improve development efficiency through the latest AI technology. It supports multiple languages ​​and frameworks, provides code generation, testing, deployment and other functions to help developers quickly build projects and ensure code quality. The key benefits of GoCodeo include efficient production-grade code generation, automated testing, and one-click deployment, which greatly saves development time and effort. This product provides basic functions for free and is suitable for developers who want to improve development efficiency.

DeepSeek-R1-Distill-Qwen-1.5B is an open source language model developed by the DeepSeek team and is optimized for distillation based on the Qwen2.5 series. The model uses large-scale reinforcement learning and data distillation techniques to significantly improve reasoning capabilities and performance while maintaining a small model size. It performs well on multiple benchmarks, with significant advantages in math, code generation, and reasoning tasks. The model supports commercial use and allows users to modify and develop derivative works. It is suitable for research institutions and enterprises to develop high-performance natural language processing applications.

DeepSeek-R1-Distill-Llama-70B is a large language model developed by the DeepSeek team, based on the Llama-70B architecture and optimized through reinforcement learning. The model performs well in reasoning, conversational and multilingual tasks and supports a variety of application scenarios, including code generation, mathematical reasoning and natural language processing. Its main advantages are efficient reasoning capabilities and the ability to solve complex problems, while supporting open source and commercial use. This model is suitable for enterprises and research institutions that require high-performance language generation and reasoning capabilities.

Coding-agent is an open source programming assistant tool designed to simplify developers' tasks by integrating advanced programming assistance technologies. It uses LangGraph proxy technology to generate high-quality code responses. The tool is built on Next.js and CopilotKit for efficiency and ease of use. It is suitable for developers to quickly solve problems, generate code snippets and optimize the development process in daily programming. As an open source project, it provides developers with a flexible and customizable programming environment, while continuously optimizing and expanding functionality through the power of the community.

Monokai Pro is a color scheme, UI theme and icon pack designed specifically for code editors. Created by Wimer Hazenberg in 2006, it quickly became a classic in the programming world. The main advantage of Monokai Pro is its carefully selected colors, which help developers stay focused and reduce visual fatigue during long programming sessions. It not only provides dark themes, but also adds light themes to adapt to different usage environments. Additionally, Monokai Pro offers a variety of color filters that can be selected according to the user’s mood. It supports many popular programming languages ​​and provides plugins for code editors such as Sublime Text, Visual Studio Code, and JetBrains. Although the price is not explicitly mentioned on the page, usually such professional themes may require payment and are suitable for developers who pursue an efficient programming experience.

Kimi k1.5 is a multi-modal language model developed by MoonshotAI. Through reinforcement learning and long context expansion technology, it significantly improves the model's performance in complex reasoning tasks. The model has reached industry-leading levels on multiple benchmarks, surpassing GPT-4o and Claude Sonnet 3.5 in mathematical reasoning tasks such as AIME and MATH-500. Its main advantages include an efficient training framework, powerful multi-modal reasoning capabilities, and support for long contexts. Kimi k1.5 is mainly targeted at application scenarios that require complex reasoning and logical analysis, such as programming assistance, mathematical problem solving, and code generation.

Trae is an AI-driven integrated development environment (IDE) for developers. It helps developers write code more efficiently through features such as intelligent code completion, multi-modal interaction, and contextual analysis of the entire code base. Trae's main advantage lies in its powerful AI capabilities, which can understand developers' needs and provide accurate code generation and modification suggestions. The product, currently available in a free version, is designed to help developers reduce repetitive tasks and focus on creative work, thereby improving programming efficiency and productivity.

This product is a 4-bit quantized language model based on Qwen2.5-32B, which achieves efficient reasoning and low resource consumption through GPTQ technology. It significantly reduces the storage and computing requirements of the model while maintaining high performance, making it suitable for use in resource-constrained environments. This model is mainly aimed at application scenarios that require high-performance language generation, such as intelligent customer service, programming assistance, content creation, etc. Its open source license and flexible deployment methods make it suitable for a wide range of applications in commercial and research fields.

Windsurf Wave 2 is the second update of a programming assistance tool for developers launched by the Codeium team. It provides developers with intelligent code generation, code optimization, troubleshooting and other functions through AI technology, aiming to improve development efficiency and code quality. The product supports multiple programming languages ​​and development environments and can be integrated with existing IDEs to seamlessly integrate into the development process. Its main advantages include efficiency, intelligence and strong contextual understanding. Windsurf Wave 2 is positioned as a high-end development tool for enterprises and professional developers who need to deal with complex code bases. Currently, the product provides SaaS and hybrid deployment options to meet the needs of different users.

Dria-Agent-a-7B is a large language model based on Qwen2.5-Coder series training, focusing on agent applications. It adopts Pythonic function calling method, which has the advantages of single parallel multi-function calling, free-form reasoning and action, and instant complex solution generation compared with the traditional JSON function calling method. The model performs well on multiple benchmarks, including Berkeley Function Calling Leaderboard (BFCL), MMLU-Pro, and Dria-Pythonic-Agent-Benchmark (DPAB). The model size is 7.62 billion parameters, uses BF16 tensor type, and supports text generation tasks. Its main advantages include powerful programming assistance capabilities, efficient function calling methods, and high accuracy in specific fields. This model is suitable for application scenarios that require complex logic processing and multi-step task execution, such as automated programming, intelligent agents, etc. Currently, the model is available on the Hugging Face platform for free use by users.

Codestral 25.01 is an advanced programming assistance model launched by Mistral AI, which represents the cutting-edge technology in the field of current programming models. The model is lightweight, fast and proficient in more than 80 programming languages. It is optimized for low-latency, high-frequency usage scenarios and supports tasks such as code filling (FIM), code correction and test generation. Codestral 25.01 has been improved in terms of architecture and tokenizer. Code generation and completion are about 2 times faster than the previous generation products, making it the leader in programming tasks at the same level, especially in FIM use cases. Its main advantages include efficient architecture, rapid code generation capabilities, and proficiency in multiple programming languages, which are of great significance for improving developers' programming efficiency. Codestral 25.01 is currently launched to global developers through IDE/IDE plug-in partners such as Continue.dev, and supports local deployment to meet the needs of enterprises for data and model residency.

Doubao MarsCode is an online code practice platform for programming learners. It provides users with an efficient and practical learning environment by integrating advanced AI technology and a full-featured code editor. The platform has 100+ real questions from major manufacturers, which can help users accurately master programming knowledge points, improve algorithm capabilities, and successfully obtain their favorite job opportunities. Its main advantage lies in the AI ​​training function, which can answer programming questions for users at any time and provide detailed problem-solving ideas and methods. In addition, the native IDE experience allows users to practice coding more easily. The product was developed by Beijing Gravity Slingshot Technology Co., Ltd. and is positioned as an auxiliary tool in the field of programming learning. The price strategy is not clear yet, but it provides an opportunity for free trial.

GitHub Assistant is an innovative programming assistance tool that leverages natural language processing technology to enable users to explore and understand various code repositories on GitHub through simple language questions. The main advantage of this tool is its ease of use and efficiency, allowing users to quickly obtain the required information without complex programming knowledge. The product was jointly developed by assistant-ui and relta, aiming to provide developers with a more convenient and intuitive way to explore code. GitHub Assistant is positioned to provide programmers with a powerful auxiliary tool to help them better understand and utilize open source code resources.

CodebaseToPrompt is a simple tool that converts local directories into structured prompts for large language models (LLM). It helps users select files that need to be included or ignored, and then outputs them in a format that can be copied directly into LLM, suitable for code review, analysis, or documentation generation. The main advantages of this tool are that it is highly interactive, easy to operate, and can be used directly in the browser without uploading any files, ensuring data security and privacy. Product background information shows that it was developed by the path-find-er team and aims to improve the efficiency of developers when using LLM for code-related tasks.

Potpie is a technology platform for developers that helps developers with tasks such as debugging, testing, system design, code review, and document generation by building AI agents based on code bases. This product leverages powerful knowledge graph technology to enable AI agents to deeply understand the context of the code base, thereby providing high-precision engineering task execution capabilities. The main advantage of Potpie is its high degree of customization and easy integration, which can significantly improve development efficiency and code quality. The product offers a free trial, and open source versions are available.

Deepseek Coder is an AI-based code generator that leverages the power of the Deepseek API to help developers quickly turn their ideas into applications. This tool has its main advantages of efficient code generation capabilities and ease of use, and is especially suitable for developers who need rapid prototyping. Product background information shows that it is inspired by Llamacoder and has a corresponding code base on GitHub. In terms of price, according to the page information, Deepseek Coder may be provided to users for free, but the specific pricing strategy needs further confirmation.

ModernBERT-large is a modern bidirectional encoder Transformer model (BERT style), pre-trained on 2 trillion English and code data, with a native context length of up to 8192 tokens. The model adopts the latest architectural improvements such as Rotated Position Embedding (RoPE) to support long context, local-global alternating attention to improve efficiency on long inputs, and padding-free and Flash Attention to improve inference efficiency. ModernBERT-long is suitable for tasks that require processing long documents, such as retrieval, classification, and semantic search in large corpora. The model training data is mainly English and code, so the performance on other languages ​​may be lower.

ModernBERT is a new generation encoder model jointly released by Answer.AI and LightOn. It is a comprehensive upgrade of the BERT model, providing longer sequence length, better downstream performance and faster processing speed. ModernBERT adopts the latest Transformer architecture improvements, pays special attention to efficiency, and uses modern data scales and sources for training. As an encoder model, ModernBERT performs well in various natural language processing tasks, especially in code search and understanding. It provides two model sizes: basic version (139M parameters) and large version (395M parameters), suitable for application needs of various sizes.

DeepSeek Engineer is a powerful programming assistant application that integrates the DeepSeek API through a command line interface and can process user conversations and generate structured JSON responses. The application is able to read local file contents, create new files, and apply differential edits to existing files in real time. It is an experimental project developed by Skirano to test new features of the DeepSeek v3 API.