我日常用来构建 AI 产品的工具和正在关注的开源项目。 The tools I use daily to build AI products and the open-source projects I'm watching.
AI 编程编辑器，Tab 补全、Composer、Agent 模式，让写代码像对话一样自然。AI-powered code editor with Tab completion, Composer, and Agent mode.
大模型对话，长文本理解、结构化输出、Artifacts，复杂任务的得力助手。Advanced LLMs for long-context understanding, structured output, and Artifacts.
AI 设计工具，用自然语言生成 UI 和图像，从想法到视觉稿只需几秒。AI design tools — generate UI and images from natural language descriptions.
Agent 框架，多智能体协作和工作流编排，把单点 AI 能力串联成系统。Agent frameworks for multi-agent collaboration and workflow orchestration.
开源大模型，支持本地部署、低成本高性能，数据隐私可控。Open-source LLMs for local deployment with low cost and high performance.
部署平台，边缘计算、自动 HTTPS、全球 CDN，让应用触达世界。Deployment platforms with edge computing, auto HTTPS, and global CDN.
前端框架，SSR、ISR、组件化开发，现代 Web 应用的标准选择。Frontend frameworks with SSR, ISR, and component-based development.
桌面应用框架，跨平台、原生性能，用 Web 技术构建桌面软件。Cross-platform desktop app frameworks with native-like performance.
容器化部署，微服务架构、DevOps 自动化，让环境管理不再头疼。Containerization and orchestration for microservices and DevOps automation.
数据库组合，关系型数据持久化 + 高性能缓存，支撑各类应用架构。Relational database + in-memory cache powering diverse application architectures.
自动化部署，持续集成持续交付，每次提交自动测试、构建、发布。CI/CD automation — test, build, and deploy on every commit.
设计和原型，协作设计和手绘风格，从线框到高保真一站式完成。Design and prototyping tools for collaborative design and hand-drawn wireframes.
AI 安全渗透测试工具，像真正的安全研究员一样动态发现并验证应用漏洞。支持 HTTP 代理、浏览器利用、Python 沙箱和 CI/CD 集成。AI pentest tool that dynamically discovers and verifies app vulnerabilities like a real security researcher. Supports HTTP proxies, browser exploitation, Python sandbox, and CI/CD integration.
通过 tree-sitter 为 AI 编程 Agent 构建代码库的持久化知识图谱。将结构化查询的 token 消耗降低最高 99%，单二进制零依赖。Builds persistent codebase knowledge graphs for AI coding agents via tree-sitter. Reduces structured query token consumption by up to 99%, single binary with zero dependencies.
基于 Claude Code 的本地求职 Agent。自动评估岗位匹配度、定制简历、生成求职信、准备面试，将求职流程变为自动化流水线。Local job search agent powered by Claude Code. Auto-evaluates role fit, tailors resumes, generates cover letters, and prepares interviews — turning job hunting into an automated pipeline.
香港大学数据科学实验室出品，自然语言驱动的量化交易框架。内置 452 个预置 Alpha 因子及严格的防前视偏差机制。From HKU Data Science Lab — an NLP-driven quantitative trading framework with 452 built-in Alpha factors and strict look-ahead bias prevention.
多 Agent 并行开发环境（ADE），支持多 Agent 调度、桌面和移动端。解决多个编程 Agent 同时工作时如何协调状态和任务分配。Multi-Agent Development Environment (ADE) supporting multi-agent scheduling for desktop and mobile. Solves state coordination and task allocation when multiple coding agents work simultaneously.
面向 AI Agent 的开源 Office 套件。让 AI Agent 无需安装 Office 即可原生读取、编辑和自动化 Word、Excel、PPT 文件。Open-source Office suite for AI agents. Enables native reading, editing, and automation of Word, Excel, and PPT files without installing Office.
LLM 模型网关，一个端点路由 231+ 模型供应商。支持 token 压缩、智能 fallback、多模态 API、MCP/A2A 协议。LLM model gateway routing 231+ providers through a single endpoint. Supports token compression, intelligent fallback, multimodal APIs, and MCP/A2A protocols.
xAI 开源编程 Agent CLI，与 Grok 编程栈使用相同的 Agent 循环。完整暴露上下文处理、工具执行、插件、Skills 和 MCP 集成。xAI open-source coding agent CLI using the same agent loop as the Grok coding stack. Fully exposes context handling, tool execution, plugins, Skills, and MCP integration.
极速 JavaScript 运行时和打包工具，比 Node.js 快 3 倍。内置 bundler、transpiler、package manager，一个工具替代多个。Blazing-fast JavaScript runtime and bundler, up to 3x faster than Node.js. Built-in bundler, transpiler, and package manager — one tool replaces many.
开源远程桌面软件，TeamViewer 的免费替代品。支持自建服务器、端到端加密、跨平台，适合个人和企业使用。Open-source remote desktop software, a free alternative to TeamViewer. Supports self-hosted servers, end-to-end encryption, and cross-platform use for individuals and enterprises.
在纯 C/C++ 中实现 LLaMA 推理，支持多种量化格式。可在消费级硬件上运行大模型，是本地部署 AI 的核心基础设施。LLaMA inference in pure C/C++ with support for multiple quantization formats. Run large models on consumer hardware — the core infrastructure for local AI deployment.
极速 Python linter 和 formatter，用 Rust 编写。比 flake8 + black 快 10-100 倍，兼容现有工具链。An extremely fast Python linter and formatter, written in Rust. 10-100x faster than flake8 + black, compatible with existing toolchains.
