# Code Editing

Aider is an innovative AI-assisted programming tool designed to help developers efficiently complete programming tasks within their local codebase by integrating with large language models (LLMs). It supports multiple popular programming languages, understands complex requirements, and implements changes directly in the code. Aider's main advantages include efficiency, flexibility, and compatibility with multiple LLMs. It's suitable for developers who want to improve their programming efficiency, whether novice or experienced. Aider is currently free and open to promote the popularization of AI programming.

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.

FastApply-7B-v1.0 is a large language model specifically designed for code editing tasks. Built on the Qwen2.5 Coder architecture, it's fine-tuned for fast and accurate code modifications. This model rapidly generates complete file edits, supporting immediate code application tasks, making it ideal for integration into AI-powered code editors. It demonstrates high throughput and high editing accuracy in deployment, achieving speeds of approximately 150 tokens/second. Developed by Kortix and licensed under Apache-2.0, it aims to support data generation and model fine-tuning through a fast application process.

Blaze Code is a Python integrated development environment (IDE) designed specifically for mobile devices, allowing users to write, run, and debug Python code anytime, anywhere. Its main advantages include a mobile-first design approach, comprehensive support for the Python development environment, and offline programming capabilities. Blaze aims to provide developers with an efficient and convenient mobile programming solution that can be used during commutes, travels, or any situation that requires quick code writing. Developed by Sarthak Developer, it focuses on delivering high-quality programming tools to meet the needs of mobile developers.

Agentless is an agentless method for automatically resolving software development issues. It addresses each problem through three stages: localization, repair, and patch validation. Agentless utilizes a hierarchical process to locate failures down to specific files, related classes or functions, and fine-grained edit locations. It then samples multiple candidate patches based on these locations and selects regression tests to run, generating additional reproduction tests to replicate the original error. The results of these tests are used to re-rank all remaining patches to select a submission. Agentless is currently the top-performing open-source method on SWE-bench lite, with 82 fixes and a resolution rate of 27.3%, averaging a cost of $0.34 per problem.

Aide is an open-source AI-native integrated development environment (IDE) that runs on Swebench-lite using the latest agentic framework. It can provide code repair suggestions or inquire about potentially missing files. Aide achieves this by iterating through linter errors and leveraging LSP tools (such as 'Go to references') to pull relevant context. The key advantages of Aide include developer control, the experience of pairing with real engineers, quick invocation, and local-first intelligent processing. Aide aims to address maintainability and accuracy issues in AI editing within large codebases, resolving 43% of problems through SWE-Bench Lite testing, thus becoming the current best solution.

Monica Code is an AI coding assistant integrated into VS Code, supporting GPT-4o and Claude 3.5 Sonnet. It offers code completion, code editing, and multimodal dialogue with codebases, aiming to enhance developers' coding efficiency and quality. According to product background information, Monica Code supports over 20 programming languages, including C++, Go, Java, JavaScript, and Python, making it suitable for developers who need AI assistance in programming. Pricing options include a free version and a paid version with additional features and query allowances.

Codura is a programming-related website that likely offers online programming tools or services. Given that the page requires JavaScript support, we can infer it includes interactive features such as an online code editor and testing environment. These tools are essential for developers as they significantly enhance development efficiency and facilitate rapid code testing and iteration. More specific pricing and positioning information for Codura would require further content from the page.

Manicode is an AI-based programming assistant tool that understands entire code libraries and provides context-aware suggestions and edits. Users can write code using simple English instructions, which Manicode translates into efficient and clear code. Additionally, it supports AI-driven refactoring, automatically enhancing code quality, fixing errors, and optimizing performance. The advent of Manicode represents a revolution in the programming field, significantly boosting developers' productivity and lowering the barriers to entry in coding through natural language processing and AI technology.

Cline is an integrated autonomous coding agent within the IDE that utilizes AI technology to assist developers in coding, editing, file creation, and command execution. By combining powerful APIs and models, such as OpenRouter, Anthropic, and OpenAI, Cline provides a secure and user-friendly graphical interface, allowing users to oversee and validate file changes and terminal commands at every step. This not only improves development efficiency but also ensures operational security. Key advantages of Cline include support for multiple APIs and models, direct command execution in the terminal, file creation and editing, image analysis, and browser screenshot capabilities, enhanced by contextual information like URLs, issues panels, and file and folder content.

Void is an open-source code editor, a branch of Visual Studio Code, which enables users to utilize AI tools for coding while maintaining complete control over their data. It provides a wealth of AI features such as auto-completion, inline editing, file searching, and generation. Additionally, it supports local model hosting and direct communication with large language models without intermediaries. Void aims to provide developers with an efficient, secure, and feature-rich programming environment.

JetBrains is a renowned provider of software development tools and services, offering a range of Integrated Development Environments (IDEs) and tools for various programming languages and development platforms. These tools are well-known for their powerful code analysis, intelligent suggestions, fast navigation, and rich plugin ecosystem, all aimed at boosting developer productivity and code quality. JetBrains products are widely used in enterprise software development, helping teams enhance development efficiency, reduce errors, and speed up time-to-market.

Melty is an open-source AI code editor capable of understanding user actions from terminal to GitHub, collaborating with users to write production-ready code. Developed by Charlie and Jackson, who possess extensive experience with programming tools, Melty aims to improve programming efficiency and code quality through AI technology. Within just 28 days, Melty has demonstrated its powerful adaptability and learning capabilities by being able to write half of its own code.

Cursor is an AI-driven code editor designed to help developers write code more efficiently through advanced artificial intelligence technologies. It can comprehend codebases, provide code suggestions, and edit code using natural language commands. Additionally, Cursor offers a privacy mode to ensure the security of user code. As a SOC 2 certified product, Cursor provides a safe and reliable programming environment, supporting the import of custom extensions, themes, and shortcut settings.

Moatless Tools is an open-source project where the author explores ideas about using large language models (LLMs) to edit existing large codebases. The project believes that building good tools for inserting the correct context into prompts and handling responses is more crucial than relying on agent-based reasoning solutions.

Aider is an AI-powered coding companion integrated into your terminal. It allows developers to pair program with large language models (LLMs) to edit code within their local Git repositories. Aider works best with models like GPT-4o and Claude 3 Opus, and can connect to nearly all LLMs. It helps developers improve coding efficiency by automatically committing code changes with sensible commit messages. Aider supports multiple popular programming languages including Python, JavaScript, and TypeScript, and can handle coordinated changes within large codebases.