# Programming

Claude Code + Gemini MCP is a plugin that connects Claude Code with Google's Gemini AI, enabling users to collaborate on powerful AI features through Claude Code. Users can ask Gemini questions, receive code reviews, and brainstorm ideas to enhance programming efficiency and quality. The plugin requires the user to install Python and the Claude Code CLI and provides simple installation and usage steps. It is a tool designed for developers and programmers to improve code quality and foster innovative ideas.

Claude 4 is the latest AI model series launched by Anthropic, featuring powerful programming and reasoning capabilities, capable of efficiently handling complex tasks. Its outstanding performance ranks it at the top in programming benchmark tests, becoming an essential tool for developers. Claude 4 has introduced several new functions, improving the efficiency and accuracy of information processing, making it ideal for users who need efficient coding and logical reasoning.

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

Gemini 2.5 Pro is an AI-based programming plugin that uses the latest technology to enhance coding efficiency and help users quickly generate high-quality code. Its background information includes being developed by Google, with a focus on improving the programming experience and accelerating the development process.

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

GPT-4.1 is a series of new models that offer significant performance improvements, particularly in coding, instruction following, and handling long text contexts. Its context window has been expanded to 1 million tokens, and it excels in real-world applications, making it suitable for developers to create more efficient applications. This model is relatively low-cost and offers fast response times, making it more efficient for developing and executing complex tasks.

DeepCoder-14B-Preview is a large language model for code reasoning based on reinforcement learning. It can handle long contexts, boasts a 60.6% pass rate, and is suitable for programming tasks and automated code generation. The model's advantage lies in its innovative training method, providing superior performance compared to other models, and being completely open-source, supporting a wide range of community applications and research.

The OpenAI Agents SDK is a framework for building multi-agent workflows. It allows developers to create complex automated workflows by configuring instructions, tools, security mechanisms, and handoffs between agents. The framework supports integration with any model that conforms to the OpenAI Chat Completions API format, offering high flexibility and scalability. It is primarily used in programming scenarios to help developers quickly build and optimize agent-driven applications.

AI Dev is a tool focused on the programming field. By automating repetitive development tasks, it allows developers to dedicate more energy to creative work. The importance of this technology lies in improving development efficiency, reducing labor costs, and enhancing development quality. The product primarily targets software developers and enterprises, positioning itself as a highly efficient development assistant. Pricing information is currently unavailable.

Gemini Embedding is an experimental text embedding model launched by Google, provided through the Gemini API. This model demonstrates outstanding performance in the Multilingual Text Embedding Benchmark (MTEB), surpassing previous top models. It can convert text into high-dimensional numerical vectors, capturing semantic and contextual information, and is widely used in scenarios such as retrieval, classification, and similarity detection. Gemini Embedding supports over 100 languages, features an 8K input token length and 3K output dimension, and incorporates Multi-Representation Learning (MRL) technology, allowing for flexible dimension adjustment to meet storage requirements. The model is currently in the experimental stage, and a stable version will be released in the future.

Aviator Agents is a programming tool focused on code migration. By integrating LLM technology, it can directly connect to GitHub and supports multiple models, such as Open-AI o1, Claude Sonnet 3.5, Llama 3.1, and DeepSeek R1. The tool can automate code migration tasks, including searching for code dependencies, optimizing code, and generating PRs, significantly improving the efficiency and accuracy of code migration. It is mainly aimed at development teams to help them efficiently complete code migration work, saving time and effort.

GibberLink is an AI communication model based on the ggwave data transmission protocol. It allows two independent AI agents to switch from English to a sound-level protocol for communication after identifying each other as AI during a conversation. This technology demonstrates the flexibility of AI in recognizing and switching communication methods, and has significant research and application value. The project is based on an open-source license, suitable for developers for secondary development and integration. The price is not explicitly mentioned, but its open-source nature means developers can use and extend it for free.

Cliprun is a browser-based Python programming tool that allows users to run Python code directly on any webpage via a Chrome extension. It utilizes Pyodide technology to enable immediate code execution without requiring local environment configuration. Key advantages include no Python installation needed, support for various common Python libraries (such as pandas, numpy, matplotlib), code snippet saving functionality, and support for data visualization and automated script execution. Cliprun primarily targets developers, data analysts, and programming learners, aiming to provide a convenient and efficient online programming environment to help users quickly achieve code testing, data analysis, and automated tasks.

OOMOL Studio is an AI workflow IDE for developers and data scientists. It uses an intuitive visual interaction to help users easily connect code snippets and API services, shortening the distance from idea to product. This product supports programming languages such as Python and Node.js, has built-in rich AI function nodes and large model APIs, and can meet user needs in various scenarios such as data processing and multimedia processing. Its main advantages include intuitive interaction, pre-installed environment, programming-friendliness, and community sharing. It is positioned as a highly efficient and convenient AI development tool suitable for users of varying technical levels.

Augment Code is an AI development assistant for professional software engineers, designed to help developers better manage and optimize complex codebases. It improves development efficiency and reduces maintenance costs through intelligent code editing suggestions, real-time code completion, and team collaboration features. Augment Code supports multiple development environments such as VSCode, JetBrains, and Vim, and seamlessly integrates with tools like GitHub and Slack. Its key advantages include efficient code management, intelligent editing suggestions, and strong team collaboration support, making it 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. Through intelligent code completion, context understanding, and other functions, it significantly improves development efficiency and code quality. Trae fills the gap in domestic AI integrated development tools, meeting the needs of Chinese developers for efficient development tools. It is positioned as a high-end development tool, aiming to provide strong technical support for professional developers. The price is not yet publicly available, but a paid model is expected to match its high-end positioning.

bRAG-langchain is an open-source project focused on the research and application of Retrieval-Augmented Generation (RAG) technology. RAG is an AI technology that combines retrieval and generation. By retrieving relevant documents and generating answers, it provides users with more accurate and comprehensive information. This project provides a guide to RAG implementation, from basic to advanced, helping developers quickly get started and build their own RAG applications. Its key advantages are its open-source nature, flexibility, and ease of extension, making it suitable for various applications requiring natural language processing and information retrieval.

QwQ-Max-Preview is the latest in the Qwen series, built on Qwen2.5-Max. It demonstrates enhanced capabilities in mathematics, programming, and general tasks, while also showing strong performance in workflows involving Agents. As a preview release for the upcoming QwQ-Max, this version is undergoing continuous optimization. Key advantages include its robust deep reasoning, mathematical capabilities, programming assistance, and Agent task handling. Future plans include open-sourcing QwQ-Max and Qwen2.5-Max under the Apache 2.0 license to foster innovation across diverse applications.

Claude 3.7 Sonnet is Anthropic's latest hybrid reasoning model, seamlessly switching between rapid response and deep reasoning. It excels in programming and front-end development, providing fine-grained control over reasoning depth via API. This model not only enhances code generation and debugging capabilities but also optimizes complex task handling, making it suitable for enterprise-level applications. Pricing is consistent with previous generations: $3 per million input tokens and $15 per million output tokens.

Open Multi-Agent Canvas is an open-source multi-agent chat interface built using Next.js, LangGraph, and CopilotKit. It allows users to manage multiple agents within a dynamic conversation, primarily for travel planning and research. Leveraging advanced technologies, it provides users with an efficient and flexible multi-agent interaction experience. Its open-source nature allows developers to customize and extend it to meet diverse needs, offering high flexibility and scalability.

CodeOrbital is an online code editing platform providing developers with a convenient programming environment. It supports various programming languages, such as JavaScript, allowing users to directly write, run, and debug code in their browser. The platform also features code snippet sharing, facilitating communication and learning among developers. Furthermore, it integrates web development functionalities, supporting real-time previews of HTML, CSS, and JavaScript, enabling developers to quickly build and test web projects. CodeOrbital's key advantages are its convenience, real-time feedback, and community sharing features, making it suitable for both beginner and professional developers. Currently, the platform is free of charge, aiming to provide developers with an efficient and collaborative coding environment.

The Ultra-Scale Playbook is a model tool provided on Hugging Face Spaces, specializing in the optimization and design of ultra-scale systems. It leverages advanced technological frameworks to help developers and enterprises efficiently build and manage large-scale systems. Key advantages of this tool include high scalability, optimized performance, and easy integration. It is suitable for scenarios requiring the processing of complex data and large-scale computational tasks, such as artificial intelligence, machine learning, and big data processing. The product is currently offered as open-source and is suitable for businesses and developers of all sizes.

DeepSeek R1 and V3 APIs are powerful AI model interfaces provided by Kie.ai. DeepSeek R1 is the latest reasoning model designed specifically for advanced reasoning tasks such as mathematics, programming, and logical reasoning. Trained through large-scale reinforcement learning, it delivers precise results. DeepSeek V3 is suitable for handling routine AI tasks. These APIs are deployed on secure U.S.-based servers, ensuring data security and privacy. Kie.ai also offers detailed API documentation and a variety of pricing plans to meet diverse needs and help developers quickly integrate AI capabilities and improve project performance.

Nia is an AI-powered tool for developers, focusing on code understanding and collaborative development. It helps developers quickly find necessary files and understand code structure through advanced semantic file search and code comprehension capabilities. It can also be integrated into existing workflows via API. Key benefits of Nia include efficient codebase understanding, simplified onboarding for new members, and robust API integration capabilities. Currently in free trial, its goal is to help developers improve development efficiency.

Grok 3 is the newest flagship AI model developed by Elon Musk's AI company, xAI. It represents a significant upgrade in computational power and dataset size, enabling it to handle complex mathematical and scientific problems and support multimodal input. Its primary advantage lies in its robust reasoning capabilities, providing more accurate answers and surpassing existing top-tier models in certain benchmarks. The launch of Grok 3 marks a further step in xAI's development in the AI field, aiming to provide users with more intelligent and efficient AI services. The model is currently primarily available through the Grok APP and X platform, with voice mode and enterprise API interfaces planned for the future. It is positioned as a high-end AI solution mainly targeted at users who require deep reasoning and multimodal interaction.

SWE-Lancer, launched by OpenAI, is a benchmark designed to assess the performance of cutting-edge language models in real-world freelance software engineering tasks. This benchmark encompasses a range of independent engineering tasks, from $50 bug fixes to $32,000 feature implementations, as well as managerial tasks such as selecting between technical implementation options. By mapping model performance to monetary value, SWE-Lancer offers a new perspective on researching the economic impact of AI model development and promoting the advancement of related research.

Xiaoyi is a smart assistant launched by Huawei, integrating natural language processing and machine learning technologies to provide a wide range of functions, including chatting, writing, programming, and translation. Based on deep learning models, it understands user questions and provides accurate answers. Xiaoyi's main advantages are its rich functionality, fast response speed, and high level of intelligence. As part of the Huawei ecosystem, Xiaoyi is dedicated to providing users with convenient smart services and enhancing their experience.

OmniParser V2 is an advanced artificial intelligence model developed by the Microsoft Research team. It aims to transform large language models (LLMs) into intelligent agents capable of understanding and manipulating graphical user interfaces (GUIs). By converting interface screenshots from pixel space into interpretable structured elements, OmniParser V2 enables LLMs to more accurately identify interactive icons and execute predetermined actions on the screen. OmniParser V2 has achieved significant improvements in detecting small icons and rapid reasoning. Combined with GPT-4o, it achieved an average accuracy of 39.6% on the ScreenSpot Pro benchmark, far exceeding the original model's 0.8%. In addition, OmniParser V2 provides the OmniTool, which supports integration with various LLMs, further promoting the development of GUI automation.

cursor-tools is a plugin that enhances Cursor programming tools. By integrating with AI models like Perplexity and Gemini, it offers powerful capabilities such as context understanding of code, automated browser operations, and GitHub integration. The main advantage of this tool is its ability to significantly boost development efficiency, allowing developers to quickly resolve complex issues while supporting both local and remote codebase operations. cursor-tools is positioned as an intelligent assistant for developers, suitable for scenarios that require efficient code management and automation testing. It is open-sourced on GitHub and available for free use.

CheapUI is an AI-driven website component generation platform aimed at helping developers and designers swiftly create high-quality UI components. It combines the precision of AI with the best practices in modern UI design, capable of generating responsive and customizable code based on user needs, seamlessly integrating into projects. Key benefits of the platform include efficient component generation, high customizability, and ease of integration. It is ideal for developers, designers, and startups looking to save time and costs, providing a user-friendly design solution. With a monthly fee of only 1 euro, users can enjoy advanced AI design services at a low cost.