AI toolbox for full-stack developers: None of these 5 tools are missing
AI toolbox for full-stack developers: None of these 5 tools are missing AI and large models are maki
Qoder is an agentic coding platform (agent-driven AI programming tool) for real-world software development. It combines "context engineering" with intelligent agents to deeply understand the complete codebase, support code completion, conversational pair programming, task decomposition and automated workflows. And through indexing, memory, rules, and "Model Context Protocol" tools, we can accumulate reusable team-level development knowledge. Concise definition: Qoder is "an AI programming platform that embeds agents into IDEs and warehouses for automated coding and engineering collaboration". Common uses include refactoring and test case generation, cross-file and cross-module knowledge retrieval, and end-to-end delivery from requirements to code to help individuals and teams accelerate iteration while maintaining code quality.
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Kiro
Kiro is an AI-powered integrated development environment (IDE) powered by AWS that creates a full-process experience from prototype to production for developers. It uses a spec-driven development model that automatically converts natural language prompts into detailed requirements, system designs, and specific tasks, and performs code generation, documentation maintenance, unit testing, and performance optimization through intelligent agents. Built-in agent hooks support event-driven automation (such as saving file triggers) and Steering files to give users custom control over AI behavior. Kiro natively integrates Model Context Protocol (MCP) to connect to multiple tools and services (e.g., databases, documents, APIs), and is compatible with VS Code plugins and settings, supporting multimodal inputs such as image indication UI or architectural logic. Currently in preview, the core features are open for free, and tiered subscriptions are available for professional users.
Kilo Code
Kilo Code is an open-source AI programming agent extension for VS Code, focusing on the integration of "architecture-coding-debugging". Built-in Orchestrator, Architect, Code, and Debug modes can automatically disassemble tasks, generate implementations, locate and fix errors. It supports on-premises and cloud large models, OpenRouter and its own API Key, and is compatible with MCP Marketplace and common development processes. Definition: Kilo Code is an end-to-end AI programming tool that completes the process from solution to delivery within VS Code, suitable for individuals and teams to efficiently implement complex projects, reduce repetitive labor and hallucinatory code.
Cursor
Cursor is an AI-powered code editor developed by Anysphere Inc., built on Visual Studio Code, designed to enhance developer productivity. It integrates large language models such as GPT-4 and Claude, supporting natural language programming, intelligent code completion, multi-line editing, error detection and repair, and other functions. Cursor provides a deep understanding of the entire codebase, provides context-aware suggestions, and enables automatic generation and refactoring of multi-file projects through the "Composer" function. Its "Tab" autocomplete feature predicts the next step of editing, significantly speeding up coding. Cursor is compatible with VS Code's extensions, themes, and shortcuts, and supports Windows, macOS, and Linux platforms. Additionally, Cursor offers a privacy model, ensuring that user codes are stored only locally, complying with SOC 2 security certification standards. Currently, Cursor has been adopted by companies such as Stripe, OpenAI, Spotify, and others, making it an ideal tool for developers to achieve "vibe coding" experiences.
CodeRabbit
CodeRabbit is an advanced AI-powered code review platform designed to enhance development efficiency and code quality. By integrating large language models like Claude, CodeRabbit enables context-aware line-by-line review of every commit and pull request, providing intelligent suggestions and one-click fixes. The platform supports GitHub, GitLab, Bitbucket, and Azure DevOps, and is compatible with mainstream IDEs such as VS Code and Cursor, allowing developers to obtain real-time review feedback locally. CodeRabbit also integrates more than 20 static analysis and security tools, combined with codegraph analysis, to provide comprehensive quality assurance. Its custom review rules and learning mechanisms enable the AI to continuously refine review strategies based on team feedback. The platform supports both SaaS and self-hosted deployments, complies with SOC 2 Type II security standards, and is suitable for a wide range of development scenarios, from startups to large organizations.
Same.new
Same.new is an AI-powered full-stack web application building platform that allows users to quickly generate complete web interfaces and features with just natural language prompts. The platform supports UI cloning, allowing users to input any website URL to automatically copy its interface structure and style to generate editable React projects for rapid prototyping and interface refactoring. Same.new integrates the Next.js deployment process and supports one-click deployment to platforms like Netlify, simplifying the development and go-live process. Additionally, the platform offers project forks and prompt URL functions, making it easy for team collaboration and project sharing. Users can also modify the generated pages through natural language without writing code, improving development efficiency. Same.new is for developers, designers, and product managers to quickly build and iterate on web applications.
GitHub Copilot
GitHub Copilot is an AI programming assistant jointly developed by GitHub and OpenAI, designed to enhance developers' coding efficiency and creativity. It integrates with mainstream IDEs such as Visual Studio Code, Visual Studio, JetBrains, Neovim, and supports a wide range of programming languages, including Python, JavaScript, TypeScript, Ruby, and Go. Copilot leverages advanced large language models like GPT-4, Claude, Gemini to provide features like real-time code completion, function generation, bug fixing, and code explanation. In addition, Copilot also has AI-powered code review, pull request summary generation, cross-file editing, and speech recognition, supporting developers to collaborate on local IDEs or GitHub platforms. Its Enterprise version offers a custom knowledge base and contextual management, making it suitable for large projects and team collaboration. GitHub Copilot has been adopted by over 77,000 organizations worldwide, making it an indispensable AI assistant in modern software development.
Qodo
Qodo (formerly CodiumAI) is an AI programming platform focused on code quality, offering full-process support from code generation and testing to review. Its core products include Qodo Gen (IDE plugin), Qodo Merge (PR review assistant), and Qodo Cover (test coverage tool), supporting mainstream development environments such as VS Code and JetBrains. Qodo leverages Retrieval-Augmented Generation (RAG) technology to deeply understand the context of the codebase and generate code and test cases that align with project specifications. The platform supports multiple programming languages, integrates large language models such as GPT-4, Claude, and Gemini, and provides a self-developed AlphaCodium process to improve the accuracy and efficiency of code generation. Qodo also provides the open-source tool Cover-Agent to automate test generation and improve coverage. The platform is SOC 2 Type II certified for both individual developers and enterprise teams, helping to improve development efficiency and code quality.
Windsurf
Windsurf is an AI-powered integrated development environment (IDE) developed by Exafunction Inc. designed to enhance coding efficiency and creativity for developers. Its core features include the Cascade AI agent, which understands developer intent, performs multi-file editing, error detection and fixing, and automatically generates test cases. Windsurf supports multiple programming languages, is compatible with popular development tools such as VS Code, JetBrains, Neovim, etc., and provides cross-platform support (Windows, macOS, Linux). The platform also integrates MCP (Model Context Protocol), allowing developers to connect custom tools and services to enhance AI workflows. Additionally, Windsurf offers real-time preview, automatic deployment, and intelligent completion, making it suitable for both individual developers and enterprise teams to help build high-quality software projects.
Replit
Replit is a browser-based AI programming platform designed to enable rapid building of apps and websites through natural language prompts. Its core feature, Replit Agent, transforms user ideas into full-stack applications, including databases, APIs, and user interfaces. The platform supports multiple programming languages and offers features such as real-time collaboration, instant deployment, built-in databases, user authentication, and security key management, making it suitable for individual developers, educators, and enterprise teams. Replit also introduces the concept of "vibe coding", which makes it possible for non-technical users to create software with simple prompts. The platform is certified for SOC 2 compliance, ensuring data security and privacy protection. Whether it's rapid prototyping or production-grade application development, Replit provides efficient and convenient solutions.
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