{"data":{"agents":[{"agent":{"id":"aider","name":"Aider","aliases":["aider-chat","aider AI","aider pair programmer"],"provider":"Paul Gauthier (open source)","website":"https://aider.chat","supported_ide":["Terminal / CLI"],"updated_at":"2026-03-16","description":"Aider is a free, open-source AI pair programming tool that runs in your terminal. It works directly with your git repository, supports all major LLM providers (Anthropic, OpenAI, Google, Ollama, and more), and specializes in multi-file edits with automatic git commits. It is the most popular open-source CLI coding agent.","faq":[{"question":"What is Aider and how does it work?","answer":"Aider is a command-line tool that lets you pair program with an LLM inside your terminal. You add files to the chat context, describe what you want, and Aider applies the changes directly to your code with an automatic git commit. It works with any git repository."},{"question":"Which AI models does Aider support?","answer":"Aider supports a wide range of models: Anthropic (Claude Sonnet 4.6, Opus 4.6, Haiku 4.5), OpenAI (GPT-4.1, GPT-4o, o3), Google (Gemini 2.0 Flash, Gemini 2.0 Pro), DeepSeek, Groq, Ollama (local models), and many others via LiteLLM. You specify the model with the --model flag."},{"question":"Is Aider free to use?","answer":"Aider itself is completely free and open-source (Apache 2.0). You pay only for the API usage of the underlying LLM provider you choose (e.g., Anthropic, OpenAI). Using Aider with local models via Ollama incurs no API costs at all."},{"question":"Does Aider require a specific IDE?","answer":"No. Aider runs entirely in the terminal and is IDE-agnostic. You can use it alongside any editor — VS Code, Vim, Emacs, JetBrains IDEs, etc. Some editors have community-built Aider integrations, but none are required."},{"question":"How does Aider handle multi-file edits?","answer":"Aider uses a repo-map system that builds a high-level map of your entire codebase (classes, functions, signatures) to help the LLM understand the project structure. You add specific files to the chat, and Aider applies coordinated changes across all of them in a single operation."},{"question":"Does Aider commit changes automatically?","answer":"Yes. By default, Aider creates a git commit after each successful change, with a descriptive commit message generated by the LLM. You can disable this behavior with --no-auto-commits if you prefer to review changes before committing."},{"question":"What is Aider's Architect mode?","answer":"Architect mode separates planning from execution: a powerful model (e.g., Claude Opus 4.6) plans the changes, then a faster/cheaper model (e.g., Claude Haiku 4.5) executes the edits. This improves quality while reducing cost for large tasks."},{"question":"Can Aider be used offline or with local models?","answer":"Yes. Aider supports local LLMs via Ollama, LM Studio, and other OpenAI-compatible local servers. This enables fully offline use with no external API calls or costs."},{"question":"How does Aider compare to Claude Code?","answer":"Both are CLI-based coding agents. Claude Code is a proprietary tool from Anthropic, tightly integrated with Claude models only. Aider is open-source and model-agnostic, supporting dozens of LLMs. Aider is free (API costs aside), while Claude Code requires an Anthropic subscription."},{"question":"Does Aider support coding conventions or style guides?","answer":"Yes. You can create a CONVENTIONS.md or .aider.conf.yml file in your project to provide persistent instructions about coding style, preferred libraries, naming conventions, and other guidelines that Aider will follow in every session."}]},"supportStats":{"totalFeatures":14,"supportedCount":5,"partialCount":2,"notSupportedCount":7,"unknownCount":0,"supportPercentage":43}},{"agent":{"id":"amazon-q-developer","name":"Amazon Q Developer","aliases":["Q Developer","Amazon Q","AWS Q","CodeWhisperer"],"provider":"Amazon Web Services","website":"https://aws.amazon.com/q/developer/","supported_ide":["VSCode","JetBrains IDEs","Eclipse","Visual Studio"],"updated_at":"2026-03-16","description":"Amazon Q Developer is AWS's AI coding assistant and the successor to Amazon CodeWhisperer. It offers code completion, multi-file agentic tasks, security scanning, and deep integration with AWS services. Recognized as a Leader in the 2025 Gartner Magic Quadrant for AI Code Assistants for the second consecutive year.","faq":[{"question":"What is the difference between Amazon Q Developer and Amazon CodeWhisperer?","answer":"Amazon Q Developer is the direct successor to Amazon CodeWhisperer, which was retired. Q Developer includes all CodeWhisperer capabilities (inline code suggestions, security scanning) plus new agentic features, natural language chat, and deeper AWS service integration."},{"question":"Which AI models does Amazon Q Developer use?","answer":"Amazon Q Developer uses Amazon's own proprietary models trained specifically on code and AWS documentation. It does not use OpenAI or Anthropic models directly, though it leverages Amazon Bedrock's infrastructure."},{"question":"What IDEs does Amazon Q Developer support?","answer":"Amazon Q Developer supports VS Code, JetBrains IDEs (IntelliJ IDEA, PyCharm, WebStorm, etc.), Eclipse, and Visual Studio. It also integrates with the AWS Console and AWS CLI."},{"question":"Is Amazon Q Developer free to use?","answer":"Amazon Q Developer offers a free Individual tier with limited monthly completions and chat interactions. The Pro tier costs $19/user/month and includes higher usage limits, additional security scanning features, and team management capabilities."},{"question":"How does Amazon Q Developer integrate with AWS services?","answer":"Amazon Q Developer has native awareness of AWS services, allowing it to suggest AWS SDK calls, generate CloudFormation templates, explain IAM policies, diagnose cost anomalies, and assist with AWS CLI commands. It can also chat about your deployed AWS resources directly."},{"question":"Does Amazon Q Developer support agentic coding tasks?","answer":"Yes. Amazon Q Developer's agent mode can autonomously implement features across multiple files, write tests, and make infrastructure changes. It breaks complex tasks into steps and executes them with user approval."},{"question":"Does Amazon Q Developer perform security scanning?","answer":"Yes. Amazon Q Developer includes built-in security scanning powered by the same engine as Amazon CodeGuru. It can detect vulnerabilities like SQL injection, hardcoded credentials, and insecure cryptography, and suggest fixes inline."},{"question":"How does Amazon Q Developer handle privacy and data security?","answer":"Amazon Q Developer does not use your code to train its models by default. Enterprise customers can enable additional data isolation. It is SOC 2 compliant and integrates with AWS IAM for access control."},{"question":"Can Amazon Q Developer work with non-AWS projects?","answer":"Yes. While Amazon Q Developer's AWS integration is a key differentiator, it works as a general-purpose coding assistant for any project. It supports all major programming languages and frameworks regardless of cloud provider."},{"question":"Does Amazon Q Developer support code transformation?","answer":"Yes. Amazon Q Developer includes a Code Transformation feature that can automatically upgrade Java applications (e.g., Java 8/11 to Java 17/21) or migrate .NET applications, handling dependency updates and code changes automatically."}]},"supportStats":{"totalFeatures":14,"supportedCount":5,"partialCount":4,"notSupportedCount":5,"unknownCount":0,"supportPercentage":50}},{"agent":{"id":"claude-code","name":"Claude Code","aliases":["Claude-code","Claude Developer Tool"],"provider":"Anthropic","website":"[invalid url, do not cite]","supported_ide":["VSCode","JetBrains","Neovim"],"updated_at":"2026-03-16","description":"Claude Code is an agentic coding tool by Anthropic that operates in the terminal and integrates with VS Code, JetBrains IDEs, and Neovim. It understands your entire codebase to assist with coding tasks, debugging, and git workflows through natural language commands. Powered by Claude Sonnet 4.6 and Claude Opus 4.6, it supports Agent Teams for parallel multi-agent execution and up to 1M token context window (beta).","faq":[{"question":"How does Claude Code integrate with my development environment?","answer":"Claude Code integrates directly with your terminal for command-line interactions and supports native integrations with VS Code, JetBrains IDEs (IntelliJ, PyCharm, WebStorm), and Neovim (via claude-code.nvim), allowing it to understand your entire codebase and provide suggestions within your code files."},{"question":"What programming languages does Claude Code support?","answer":"Claude Code supports a wide range of programming languages, including but not limited to Python, Java, PHP, Rust, and JavaScript frameworks like React and Vue."},{"question":"How do I install Claude Code?","answer":"To install Claude Code, run `npm install -g @anthropic-ai/claude-code` in your terminal. Then, navigate to your project directory and run `claude` to start using it."},{"question":"Can Claude Code work with my existing codebase?","answer":"Yes, Claude Code is designed to understand and work with your existing codebase, whether it's a new project or an established one."},{"question":"Does Claude Code require an API key?","answer":"Yes, Claude Code requires an Anthropic API key for authentication. You can obtain one from the Anthropic Console."},{"question":"How does Claude Code handle security and privacy?","answer":"Claude Code prioritizes security by connecting directly to Anthropic’s API without intermediate servers, operating within your terminal, and maintaining awareness of your project structure. It performs actions like editing files and creating commits directly in your environment. Anthropic implements safeguards such as limited retention periods for sensitive information and restricted access to user session data."},{"question":"What are the usage limits for Claude Code?","answer":"Claude Code is available on the Pro plan ($17-20/month) and the Max plan ($100-200/month) with higher usage limits. Usage is measured per API call to Claude Sonnet 4.6 or Opus 4.6. For detailed information, refer to Anthropic's pricing at https://anthropic.com/pricing."},{"question":"Can I use Claude Code offline?","answer":"Claude Code requires an internet connection to function, as it communicates with Anthropic's API. There are no offline capabilities mentioned in the current documentation."},{"question":"How does Claude Code compare to other AI coding assistants like GitHub Copilot?","answer":"Claude Code is highly agentic, performing complex tasks like editing files, running tests, and managing git workflows through natural language commands. Unlike GitHub Copilot, which focuses on code suggestions within the IDE, Claude Code offers comprehensive assistance by understanding the entire codebase and executing tasks autonomously."},{"question":"What are some best practices for using Claude Code effectively?","answer":"Best practices include providing clear and specific instructions, using the /think command for planning complex tasks, utilizing the memory feature with #tags for persistent context, and regularly reviewing and approving changes made by Claude Code to ensure accuracy."},{"question":"How can I provide feedback or report issues with Claude Code?","answer":"You can provide feedback or report issues using the /bug command within Claude Code or by filing an issue on the official GitHub repository at https://github.com/anthropics/claude-code."},{"question":"Is Claude Code available for enterprise use?","answer":"Yes, Claude Code is available for enterprise use and can integrate with platforms like Amazon Bedrock and Google Vertex AI for secure and compliant deployments."},{"question":"Does Claude Code support version control systems like Git?","answer":"Yes, Claude Code supports Git, allowing it to search through git history, resolve merge conflicts, and create commits and pull requests."},{"question":"Can Claude Code generate documentation for my code?","answer":"While Claude Code can provide explanations and answer questions about your code, its primary focus is on coding tasks and workflows. For comprehensive documentation, you may need to use specific commands or integrate with other tools."},{"question":"How does Claude Code handle large codebases?","answer":"Claude Code is designed to understand and work with entire codebases, making it suitable for large projects. It supports up to 200K tokens of context standard and up to 1M tokens in beta. For very large codebases, the Agent Teams feature allows spawning multiple parallel agents with Git worktrees to tackle different parts simultaneously."},{"question":"What is Agent Teams in Claude Code?","answer":"Agent Teams is a feature that allows Claude Code to spawn multiple sub-agents running in parallel, each working in its own Git worktree. This lets you tackle complex tasks simultaneously — for example, one agent writing tests while another implements a feature — dramatically reducing time on large tasks."},{"question":"Which AI models does Claude Code use?","answer":"Claude Code is powered by Anthropic's latest models: Claude Sonnet 4.6 (default, fast and capable) and Claude Opus 4.6 (most powerful, for complex tasks). There is no model called 'Claude 4' — the naming follows a versioned tier system (Haiku, Sonnet, Opus)."}]},"supportStats":{"totalFeatures":14,"supportedCount":9,"partialCount":3,"notSupportedCount":2,"unknownCount":0,"supportPercentage":75}},{"agent":{"id":"cursor","name":"Cursor","aliases":["Cursor.sh","Cursor AI","Cursor Editor"],"provider":"Cursor.sh","website":"https://cursor.com","supported_ide":["VSCode (fork)","JetBrains (via ACP)"],"updated_at":"2026-03-16","description":"A VSCode-based AI agent for editing, refactoring, and task-based coding with powerful autocomplete and chat features. Cursor 2.0 added an integrated browser with live preview and Chrome DevTools; Cursor 2.2 added a Visual Editor for drag-and-drop UI manipulation. Also available in JetBrains IDEs via Agent Client Protocol.","faq":[{"question":"What models does Cursor support?","answer":"Cursor supports a wide range of frontier models including Claude Sonnet 4.6, Claude Opus 4.6, Claude Haiku 4.5, GPT-4.1, GPT-4o, and Gemini 2.0. You can switch between models per conversation based on your task requirements."},{"question":"How does Cursor differ from GitHub Copilot?","answer":"Cursor provides a full IDE experience with integrated chat, multi-file editing, and more advanced AI features. It's a fork of VSCode with AI deeply integrated, while Copilot is an extension that focuses primarily on code completion."},{"question":"Can Cursor work with my existing VSCode extensions?","answer":"Yes, Cursor is compatible with most VSCode extensions since it's built on the VSCode codebase. You can install extensions from the VSCode marketplace just like in regular VSCode."},{"question":"What makes Cursor different from other AI coding assistants like GitHub Copilot or Windsurf?","answer":"Cursor is a VS Code-based IDE with deep AI integration, offering natural language interaction, code generation, and multi-file editing. It balances agentic capabilities with a familiar interface, distinguishing it from Copilot's extension-based approach and Windsurf's standalone IDE."},{"question":"Which AI models does Cursor use?","answer":"Cursor uses a mix of frontier models from Anthropic (Claude Sonnet 4.6, Opus 4.6, Haiku 4.5), OpenAI (GPT-4.1, GPT-4o), and Google (Gemini 2.0), allowing users to select models for specific tasks."},{"question":"Is Cursor free to use, and what are the limitations of the free tier?","answer":"Cursor offers a free Hobby plan with limited usage. Paid plans use a credit-based system (since June 2025): Pro at $20/month, Pro+ at $60/month (3x credits), and Ultra at $200/month (20x credits). Business is $40/user/month with team admin features. See https://cursor.com/pricing for details."},{"question":"Can Cursor work with my existing codebases, including private repositories?","answer":"Yes, Cursor can work with existing codebases, including private repositories, as it functions as a full IDE based on VS Code, accessing local or remote folders."},{"question":"Does Cursor support all programming languages?","answer":"Cursor supports all programming languages supported by VS Code, covering a wide range of languages and frameworks."},{"question":"How does Cursor handle security and privacy, especially for private code?","answer":"Cursor offers a Privacy Mode ensuring code is not stored remotely without consent. It is SOC 2 certified, emphasizing robust security practices. See https://cursor.com/en for details."},{"question":"What are the system requirements for running Cursor?","answer":"As a VS Code fork, Cursor's system requirements align with VS Code, running on modern versions of Windows, macOS, or Linux. Check https://code.visualstudio.com/docs/supporting/requirements for VS Code requirements."},{"question":"How can I provide feedback or report issues with Cursor?","answer":"Feedback and issues can be reported via Cursor's GitHub repository at https://github.com/cursor/cursor or through Anysphere's support channels."},{"question":"Does Cursor integrate with version control systems like Git?","answer":"Yes, Cursor supports Git integration, leveraging VS Code's capabilities to manage code repositories within the IDE."},{"question":"Can Cursor help with code reviews or testing?","answer":"Cursor's AI features, like error detection and code suggestions, can assist with code reviews and testing, though specific tools for these tasks may require additional extensions."},{"question":"How does Cursor's pricing compare to other AI coding tools?","answer":"Cursor's Pro plan is $20/month using a credit-based system. GitHub Copilot Pro is $10/month (cheapest entry point). Windsurf Pro is $15/month. For power users, Cursor Pro+ ($60/month) and Ultra ($200/month) offer higher credit pools. See https://cursor.com/pricing for the latest."},{"question":"Is there a way to customize Cursor's suggestions or behavior?","answer":"Cursor allows model selection and extensive editor customization, similar to VS Code, enabling tailored suggestion behavior."},{"question":"Can I use Cursor offline?","answer":"Basic editing is possible offline, but AI features require an internet connection to access Anysphere's servers."},{"question":"How does Cursor handle large codebases or complex projects?","answer":"Cursor uses custom retrieval models to understand entire codebases, making it effective for large and complex projects."},{"question":"What kind of support does Cursor offer for users?","answer":"Support is available through Cursor's GitHub repository, official documentation at cursor.com/docs, and Anysphere's support channels, with enhanced options for Pro and Enterprise users."},{"question":"What are Background Agents in Cursor?","answer":"Background Agents (available since Cursor 0.50+) allow you to run multiple AI agent tasks in parallel, each in its own isolated environment. You can kick off a long-running task and continue coding while the agent works independently, then review results when it's done."},{"question":"Does Cursor have a built-in browser or web preview?","answer":"Yes. Cursor 2.0 (November 2025) introduced an integrated browser panel with Chrome DevTools access. You can see your running web application live inside the editor, and the AI agent can directly read console errors and network requests to debug issues."}]},"supportStats":{"totalFeatures":14,"supportedCount":14,"partialCount":0,"notSupportedCount":0,"unknownCount":0,"supportPercentage":100}},{"agent":{"id":"devin-ai","name":"Devin","aliases":["Devin AI","Cognition Devin","Devin software engineer"],"provider":"Cognition AI","website":"https://devin.ai","supported_ide":["Browser","Slack","VS Code (remote)"],"updated_at":"2026-03-16","description":"Devin is an autonomous AI software engineer by Cognition AI, marketed as the first AI agent capable of completing end-to-end software engineering tasks independently. Devin works in a fully isolated cloud environment equipped with a shell, code editor, and browser. It can plan and execute complex, multi-step engineering tasks — from cloning a repo and writing code to deploying applications and fixing bugs — with minimal human intervention. Devin is accessible via web, Slack integration, and a VS Code extension.","faq":[{"question":"What is Devin and what makes it different from other AI coding tools?","answer":"Devin is described as an autonomous AI software engineer. Unlike pair programmers (Copilot, Cursor) that assist while you code, Devin works independently to complete full engineering tasks: setting up environments, writing and testing code, debugging, and deploying. It operates in a cloud sandbox with its own shell, browser, and editor, and reports back when the task is done."},{"question":"Which AI model powers Devin?","answer":"Cognition AI has not publicly disclosed which underlying model(s) power Devin. Cognition has trained Devin using reinforcement learning on software engineering tasks, and the system may use a combination of proprietary fine-tuned models and external LLMs."},{"question":"How much does Devin cost?","answer":"Devin uses a session-based pricing model. As of early 2026, pricing is approximately $500/month for a Teams plan that includes a set number of agent compute units (ACUs) representing task runtime. Enterprise pricing is available. A free trial is offered. See devin.ai for current pricing."},{"question":"What kinds of tasks can Devin handle autonomously?","answer":"Devin can handle: setting up codebases from scratch, implementing features end-to-end, fixing bugs from issue descriptions, writing and running tests, deploying to cloud providers, refactoring code, updating dependencies, writing documentation, and completing tasks from GitHub issues or Jira tickets."},{"question":"How does Devin interact with my codebase?","answer":"Devin clones your repository into a private cloud environment and has access to a terminal, code editor, and browser. It can run commands, install packages, write code, run tests, and browse documentation. You observe its progress in real time via a session dashboard and can intervene or provide feedback at any point."},{"question":"Can I use Devin with Slack?","answer":"Yes. Devin integrates with Slack, allowing team members to assign tasks to Devin directly from Slack messages. Devin reports progress and asks clarifying questions in the Slack thread."},{"question":"Does Devin support GitHub and Jira integration?","answer":"Yes. Devin integrates with GitHub to work on issues and pull requests directly. It can also connect to Jira to pick up tickets and implement the requested changes. These integrations allow Devin to work asynchronously on your backlog."},{"question":"Is Devin's cloud environment secure?","answer":"Devin runs in isolated cloud environments (one per session) with no cross-session data sharing. Cognition AI uses encrypted credential storage and does not retain repository code after sessions end. Enterprise plans include additional compliance controls."},{"question":"Can Devin browse the web?","answer":"Yes. Devin has access to a cloud browser in its sandbox environment. It uses this to read documentation, search for solutions, look up API references, and navigate to any web resources needed to complete a task."},{"question":"What are Devin's limitations?","answer":"Devin performs best on self-contained tasks with clear requirements. It can struggle with deeply ambiguous tasks requiring business context, tasks requiring persistent human decisions mid-stream, proprietary internal tools it has no documentation for, and very large tasks beyond 4-8 hours of human effort. Human review of all PRs before merging is strongly recommended."}]},"supportStats":{"totalFeatures":14,"supportedCount":6,"partialCount":4,"notSupportedCount":4,"unknownCount":0,"supportPercentage":57}},{"agent":{"id":"github-copilot","name":"GitHub Copilot","aliases":["Copilot","GitHub Copilot X","Copilot Chat"],"provider":"GitHub","website":"https://github.com/features/copilot","supported_ide":["VSCode","JetBrains IDEs","Neovim","Emacs","Visual Studio"],"description":"An AI-powered coding assistant deeply integrated with GitHub. Evolved from a code completion tool into a full coding agent with Agent Mode (GA 2025), Copilot Workspace, MCP support, custom instruction files, and multi-model support including Claude Opus 4.6 and Sonnet 4.6.","updated_at":"2026-03-16","faq":[{"question":"What models does GitHub Copilot use?","answer":"GitHub Copilot now supports multiple models via a model picker: GPT-4.1, GPT-4o, Claude Sonnet 4.6, Claude Opus 4.6, Claude Haiku 4.5, and Gemini 2.0. Users can select the model per task directly in the Copilot chat panel. Claude Opus 4.6 became generally available in February 2026."},{"question":"How does GitHub Copilot differ from other AI coding assistants?","answer":"GitHub Copilot has evolved significantly. It now includes Agent Mode (autonomous multi-file coding), Copilot Workspace (full task planning and execution), MCP server support, and custom instruction files (.github/copilot-instructions.md). It remains the most widely deployed AI coding tool with the broadest IDE support."},{"question":"Can GitHub Copilot work with private repositories?","answer":"Yes, GitHub Copilot can work with private repositories, but it doesn't train on private code. It uses the context of your current file and repository to provide better suggestions while respecting privacy."},{"question":"How does GitHub Copilot learn from my code?","answer":"GitHub Copilot does not learn from your private code in terms of training its model. It is trained on public code repositories. However, it uses the context of your current file and repository to provide better suggestions, adapting to your coding style without storing your private code."},{"question":"Can I customize the suggestions in GitHub Copilot?","answer":"Yes. You can create a .github/copilot-instructions.md file in your repository to provide persistent, natural-language instructions (coding standards, preferred libraries, response style). Since November 2025, multiple .instructions.md files with YAML frontmatter allow path-specific and agent-specific rules."},{"question":"Does GitHub Copilot support all programming languages?","answer":"GitHub Copilot supports many programming languages, particularly popular ones like JavaScript, Python, TypeScript, Ruby, C++, and Rust. The quality of suggestions varies, with better support for languages with more public code available for training."},{"question":"How does GitHub Copilot handle security and privacy?","answer":"GitHub Copilot is designed with privacy in mind, but under regulations like GDPR, it may output synthesized personal data. Administrators can exclude files from Copilot access, and users can block suggestions matching public code to enhance security."},{"question":"Is GitHub Copilot available for individual developers or only for teams?","answer":"GitHub Copilot is available for both individual developers and businesses. A free tier with limited functionality is offered for individuals, alongside paid plans like Copilot Pro and Enterprise for additional features."},{"question":"What are the system requirements for using GitHub Copilot?","answer":"GitHub Copilot operates as an extension for IDEs like Visual Studio Code, Visual Studio, and JetBrains IDEs. Its system requirements match those of the supported IDEs, which typically run on modern versions of Windows, macOS, or Linux."},{"question":"How can I provide feedback to improve GitHub Copilot?","answer":"Feedback can be provided via the 'Send Copilot Completion Feedback' option when hovering over a completion, the Feedback action in next edit suggestions, or the Issue Reporter in VS Code. Visit https://github.com/microsoft/vscode for more details."},{"question":"Does GitHub Copilot work with version control systems like Git?","answer":"Yes, GitHub Copilot integrates seamlessly with Git repositories through its deep integration with GitHub, providing context-aware suggestions based on your repository's structure."},{"question":"Can GitHub Copilot help with code reviews?","answer":"Yes, Copilot Code Review provides AI-powered feedback on pull requests, supporting all programming languages in public preview as of May 2025. See https://github.blog/changelog/2025-05-07-copilot-code-review-now-supports-all-languages-in-public-preview/."},{"question":"How does GitHub Copilot compare to other code completion tools like Tabnine or Amazon CodeWhisperer?","answer":"GitHub Copilot's strengths are its deep GitHub integration, broadest IDE support (VS Code, JetBrains, Neovim, Emacs, Visual Studio), multi-model selection, and Agent Mode. Amazon Q Developer (successor to CodeWhisperer) is AWS-focused. Tabnine specializes in on-premise enterprise deployments with zero data transmission."},{"question":"Is there a way to disable GitHub Copilot temporarily?","answer":"Yes, you can disable GitHub Copilot via the Copilot menu in your IDE's title bar or by toggling settings in the IDE, such as in VS Code's status dashboard."},{"question":"Does GitHub Copilot support keyboard shortcuts?","answer":"Yes, GitHub Copilot offers default keyboard shortcuts for accepting suggestions, which can be customized in supported IDEs like VS Code or JetBrains."},{"question":"Can I use GitHub Copilot offline?","answer":"No, GitHub Copilot requires an internet connection to communicate with GitHub's servers for generating suggestions."},{"question":"How does GitHub Copilot handle large codebases?","answer":"GitHub Copilot uses the context of your current file and repository to provide suggestions for large codebases, though performance may vary based on codebase complexity."},{"question":"What is the pricing model for GitHub Copilot?","answer":"GitHub Copilot offers: Free ($0, limited completions and chat), Pro ($10/month, unlimited completions), Pro+ ($39/month, access to all premium models including Claude Opus 4.6), Business ($19/user/month, team management), Enterprise ($39/user/month, custom policies and knowledge bases). See https://docs.github.com/en/copilot/about-github-copilot/plans-for-github-copilot for details."},{"question":"What is Agent Mode in GitHub Copilot?","answer":"Agent Mode (generally available in VS Code since February 2025) allows Copilot to autonomously complete multi-step tasks: it reads your codebase, creates a plan, writes and modifies files, runs commands, and iterates until the task is done — all with your approval at each step."},{"question":"Does GitHub Copilot support MCP servers?","answer":"Yes. GitHub Copilot supports MCP (Model Context Protocol) servers in VS Code, JetBrains, and Xcode as of 2025. MCP tools are accessible directly from the Agent Mode panel, allowing Copilot to interact with databases, APIs, and custom tools."}]},"supportStats":{"totalFeatures":14,"supportedCount":8,"partialCount":3,"notSupportedCount":3,"unknownCount":0,"supportPercentage":68}},{"agent":{"id":"google-jules","name":"Google Jules","aliases":["Jules","Jules by Google","Google Jules agent"],"provider":"Google","website":"https://jules.google","supported_ide":["GitHub (web)","Browser"],"updated_at":"2026-03-16","description":"Google Jules is an asynchronous AI coding agent by Google, powered by Gemini 2.0. Unlike real-time pair programmers, Jules works autonomously in the background on GitHub issues and pull requests. You assign it a task (bug fix, feature, refactor), Jules clones your repo into a sandboxed cloud environment, implements the changes, runs tests, and opens a pull request for your review. Jules is in public beta as of early 2026.","faq":[{"question":"What is Google Jules and how does it work?","answer":"Jules is an asynchronous AI coding agent that works on GitHub issues and tasks in the background. You assign Jules a task — such as fixing a bug or implementing a feature — and it independently clones your repository into an isolated cloud environment, writes the code, runs tests, and opens a pull request for your review. You review and merge the PR when satisfied."},{"question":"Which AI model powers Google Jules?","answer":"Jules is powered by Google's Gemini 2.0 model family. It uses Gemini 2.0 Flash for efficient task execution and can leverage Gemini 2.0 Pro for complex reasoning tasks."},{"question":"Is Google Jules free to use?","answer":"Jules is currently in public beta (as of early 2026) and is free to use during the beta period. Pricing for general availability has not been announced. Access is available via jules.google with a Google account."},{"question":"Does Jules work with any GitHub repository?","answer":"Jules integrates with GitHub and can work with any public or private GitHub repository you grant it access to. It clones your repo into a sandboxed cloud environment for each task, so it does not run on your local machine."},{"question":"How is Jules different from GitHub Copilot or Cursor?","answer":"Jules is fundamentally asynchronous — you do not interact with it in real time. You assign a task and come back later to review a pull request. Tools like Copilot and Cursor work synchronously in your IDE as you type. Jules is better suited for delegating entire self-contained tasks rather than pair programming."},{"question":"What kinds of tasks is Jules best at?","answer":"Jules excels at self-contained, well-defined tasks: fixing bugs from issue descriptions, implementing small features, writing or updating unit tests, updating dependencies, and performing code migrations. Tasks requiring interactive decisions or ambiguous requirements are better handled by synchronous agents."},{"question":"Does Jules run tests before opening a pull request?","answer":"Yes. Jules runs the repository's existing test suite as part of its task execution in the sandboxed environment. It uses test results to validate its implementation and may iterate on the code if tests fail."},{"question":"Can Jules access external APIs or databases?","answer":"Jules operates in a sandboxed cloud environment and does not have access to external services, live databases, or production systems. It works only with the code and tests in your repository."},{"question":"Is Jules available outside the United States?","answer":"As of early 2026, Jules is in public beta with access open globally, though it initially launched in the United States. Availability may vary. Check jules.google for the latest access information."},{"question":"Does Jules support languages other than English?","answer":"Jules understands task descriptions written in multiple languages, as Gemini 2.0 is a multilingual model. However, the Jules interface and documentation are primarily in English."}]},"supportStats":{"totalFeatures":14,"supportedCount":4,"partialCount":1,"notSupportedCount":9,"unknownCount":0,"supportPercentage":32}},{"agent":{"id":"replit-agent","name":"Replit Agent","aliases":["Replit AI Agent","Replit Ghostwriter Agent","Replit AI"],"provider":"Replit","website":"https://replit.com/ai","supported_ide":["Replit (browser)","Replit Desktop"],"updated_at":"2026-03-16","description":"Replit Agent is an AI coding agent built into the Replit cloud development environment. It can build, run, and deploy full applications entirely from natural language prompts, with no local setup required. Replit Agent handles the entire development lifecycle — from writing code and installing dependencies to configuring databases and deploying to production — all within Replit's browser-based IDE. 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A free tier provides limited AI usage. Agent usage is measured in Replit's 'cycles' or included in subscription plans. Replit Teams and Enterprise plans include higher agent usage limits."},{"question":"Can Replit Agent work with an existing codebase?","answer":"Yes. You can import a GitHub repository into Replit and then use Replit Agent to modify, extend, or debug the existing code. Replit Agent reads the imported codebase and can make targeted edits or implement new features on top of it."},{"question":"Does Replit Agent support version control?","answer":"Replit has built-in Git integration. Replit Agent can commit changes to git history within Replit's environment. You can also push changes to GitHub from Replit. Full two-way GitHub sync is available."},{"question":"What programming languages does Replit Agent support?","answer":"Replit Agent supports any language available on Replit's platform, including Python, JavaScript/TypeScript, Node.js, Ruby, Go, Java, C/C++, Rust, PHP, and many others. Replit runs any language in its cloud environment without local installation."},{"question":"How does Replit Agent compare to tools like Devin or Bolt?","answer":"Replit Agent is most similar to Bolt.new and v0 in that it targets rapid app creation from prompts in a browser-based environment with instant deployment. Devin is more focused on complex, long-horizon engineering tasks on existing codebases. Replit Agent's unique advantage is Replit's fully integrated cloud IDE, built-in hosting, and database — all in one platform without needing any external services."}]},"supportStats":{"totalFeatures":14,"supportedCount":8,"partialCount":1,"notSupportedCount":5,"unknownCount":0,"supportPercentage":61}},{"agent":{"id":"windsurf","name":"Windsurf","aliases":["Windsurf IDE","Cognition Windsurf"],"provider":"Cognition AI","website":"https://windsurf.com","supported_ide":["Windsurf (custom IDE)"],"description":"An AI-first code editor with deep integration of language models for autonomous coding tasks and intelligent assistance. Formerly developed by Codeium, Windsurf was acquired by Cognition AI in December 2025.","updated_at":"2026-03-16","faq":[{"question":"What makes Windsurf different from other AI coding assistants?","answer":"Windsurf is an AI-first IDE with deep integration of language models. It's designed specifically for autonomous coding tasks and can handle complex multi-file operations with minimal user intervention."},{"question":"Which AI models does Windsurf use?","answer":"Windsurf supports a range of models including Claude Sonnet 4.5/4.6, Claude Opus 4.6, and other leading language models. Since its acquisition by Cognition AI in December 2025, model availability may have evolved — check windsurf.com/changelog for the latest."},{"question":"Is Windsurf free to use?","answer":"Windsurf offers a free tier with limited usage, as well as paid plans for professional developers and teams with higher usage limits and additional features."},{"question":"Can Windsurf work with my existing codebases, including private repositories?","answer":"Yes, Windsurf can open and work with existing codebases, including private ones, by opening folders or connecting to remote servers via SSH or local dev containers."},{"question":"Does Windsurf support all programming languages?","answer":"Windsurf supports a wide range of programming languages, similar to Visual Studio Code, as it is designed as a general-purpose IDE."},{"question":"How does Windsurf handle security and privacy, especially for private code?","answer":"Windsurf keeps your code local, but AI features may send data to servers. For individual plans, logs may be stored unless Zero-data retention mode is enabled, which may require a paid plan. Data is encrypted via TLS."},{"question":"What are the system requirements for running Windsurf?","answer":"Windsurf is available on Mac (OS X Yosemite or later), Windows, and Linux, with system requirements similar to Visual Studio Code, as it is a VS Code fork."},{"question":"How can I provide feedback or report issues with Windsurf?","answer":"Feedback and issues can be reported via the Windsurf Discord or Codeium Subreddit. See https://github.com/ichoosetoaccept/awesome-windsurf for community resources."},{"question":"Does Windsurf integrate with version control systems like Git?","answer":"Yes, Windsurf supports Git integration, allowing you to manage code repositories within the IDE, similar to VS Code."},{"question":"Can Windsurf help with code reviews or testing?","answer":"Windsurf's agentic features, like Cascade, may assist with code reviews and testing by automating tasks and detecting issues, though specific features for these tasks may require further exploration."},{"question":"How does Windsurf's pricing compare to other AI coding tools?","answer":"Windsurf is free for individuals, with enterprise plans starting at $15/seat. This is competitive with Cursor ($20/seat) and GitHub Copilot, offering a cost-effective option for teams."},{"question":"Is there a way to customize Windsurf's suggestions or behavior?","answer":"Windsurf allows model selection for different tasks and supports customization of editor settings, similar to VS Code, enhancing suggestion flexibility."},{"question":"Can I use Windsurf offline?","answer":"Basic editing is possible offline, but AI features require an internet connection to communicate with Cognition AI's servers."},{"question":"How does Windsurf handle large codebases or complex projects?","answer":"Windsurf's Cascade feature provides deep contextual awareness across entire codebases, making it well-suited for large and complex projects."},{"question":"What kind of support does Windsurf offer for users?","answer":"Support is available through the Windsurf Discord, official documentation at windsurf.com, and Cognition AI's support channels. Enterprise users may have additional support options."},{"question":"Can Windsurf generate documentation for my code?","answer":"Windsurf can assist in generating documentation by leveraging its AI capabilities to explain code or create comments, though dedicated documentation tools may be needed for comprehensive outputs."},{"question":"Does Windsurf support real-time collaboration?","answer":"Windsurf supports collaborative workflows, but real-time collaboration features like those in Google Docs are not explicitly mentioned and may require additional setup."},{"question":"How does Windsurf handle debugging?","answer":"Windsurf's Cascade feature can detect and fix lint errors automatically, aiding in debugging by iterating on code until it meets requirements."}]},"supportStats":{"totalFeatures":14,"supportedCount":13,"partialCount":1,"notSupportedCount":0,"unknownCount":0,"supportPercentage":96}},{"agent":{"id":"zed-ai","name":"Zed AI","aliases":["Zed","Zed Editor AI","Zed Assistant"],"provider":"Zed Industries","website":"https://zed.dev","supported_ide":["Zed"],"updated_at":"2026-03-16","description":"Zed AI is the AI assistant built natively into the Zed code editor, a high-performance, GPU-accelerated collaborative editor written in Rust. Zed AI supports inline editing, an AI chat panel, multi-model selection (Claude, GPT-4, Gemini), and an agentic mode that can autonomously edit files, run terminal commands, and use MCP tools. Zed is designed for speed and collaboration, with multiplayer editing capabilities.","faq":[{"question":"What is Zed AI and how does it differ from other AI coding tools?","answer":"Zed AI is the AI layer built directly into the Zed code editor — it is not a plugin or extension but a first-class feature of the editor itself. Zed is built in Rust for maximum performance, and its AI features include inline editing, an AI assistant panel, and an agentic mode. Unlike tools like Cursor (which is VS Code-based) or Claude Code (which is terminal-based), Zed AI runs inside a native GPU-accelerated editor."},{"question":"Which AI models does Zed AI support?","answer":"Zed AI supports multiple models via a model picker: Anthropic's Claude Sonnet 4.6 and Opus 4.6, OpenAI's GPT-4o and o3, Google's Gemini 2.0 Flash and Pro, and local models via Ollama. Users can switch models per conversation. Some models require a Zed Pro subscription; others require your own API key."},{"question":"Is Zed AI free to use?","answer":"Zed offers a free tier that includes a limited number of AI completions per month powered by Claude. The Zed Pro plan ($20/month) provides unlimited AI usage and access to all supported models. You can also bring your own API key (BYOK) for any supported provider to use your own quota."},{"question":"What is Zed's agentic mode?","answer":"Zed's agentic mode (available from Zed 0.170+) allows the AI assistant to autonomously edit files, run terminal commands, and use MCP-connected tools to complete multi-step coding tasks. It operates within the editor with user approval at key steps."},{"question":"Does Zed AI support MCP (Model Context Protocol)?","answer":"Yes. Zed supports MCP servers, allowing the AI assistant to connect to external tools such as databases, APIs, documentation servers, and custom tooling. MCP tools appear as callable functions in the assistant panel and agentic mode."},{"question":"Does Zed support multiplayer or collaborative coding?","answer":"Yes. Zed was built from the ground up for real-time multiplayer editing — multiple developers can edit the same file simultaneously, similar to Google Docs. This collaboration layer is separate from Zed AI but can be combined with it."},{"question":"Can I use Zed AI with local models?","answer":"Yes. Zed integrates with Ollama, allowing you to run local models (like Llama 3, Mistral, Phi, etc.) entirely on your machine with no API costs or data transmission. Configure Ollama as a provider in Zed's settings."},{"question":"Which operating systems does Zed support?","answer":"Zed supports macOS (native) and Linux. A Windows version is in development as of 2026. Zed is not available as a web app or browser extension."},{"question":"How does Zed AI compare to Cursor?","answer":"Both offer inline AI editing and multi-model support, but their foundations differ. Cursor is built on VS Code and inherits its vast extension ecosystem. Zed is a fully custom, high-performance Rust editor that is much faster but has a smaller extension ecosystem. Zed has native multiplayer; Cursor does not. Cursor has a more mature agentic experience as of early 2026."},{"question":"Does Zed AI have an instruction file for project-specific context?","answer":"Yes. You can add a .rules file (or use the 'Context Servers' feature via MCP) to give Zed persistent project-level instructions. Zed's assistant also reads open files and project context automatically when answering questions."}]},"supportStats":{"totalFeatures":14,"supportedCount":6,"partialCount":2,"notSupportedCount":6,"unknownCount":0,"supportPercentage":50}}],"providers":[{"provider":"Paul Gauthier (open source)","count":1},{"provider":"Amazon Web Services","count":1},{"provider":"Anthropic","count":1},{"provider":"Cursor.sh","count":1},{"provider":"Cognition AI","count":2},{"provider":"GitHub","count":1},{"provider":"Google","count":1},{"provider":"Replit","count":1},{"provider":"Zed Industries","count":1}],"supportedIDEs":["Browser","Eclipse","Emacs","GitHub (web)","JetBrains","JetBrains (via ACP)","JetBrains IDEs","Neovim","Replit (browser)","Replit Desktop","Slack","Terminal / CLI","VS Code (remote)","VSCode","VSCode (fork)","Visual Studio","Windsurf (custom IDE)","Zed"],"statistics":{"totalAgents":10,"totalProviders":9,"totalFeatures":14,"averageSupportPercentage":63,"lastUpdated":"2026-03-20T15:09:39.508Z"}},"status":"success"}