Shortest is an innovative tool that enables you to write end-to-end tests in natural language. Utilizing AI and built on the Playwright framework, it integrates seamlessly with GitHub. Focus on specifying test scenarios while Shortest handles the implementation, making it easier for developers to ensure their applications run smoothly.

AI Code Context Helper is a Visual Studio Code extension that leverages AST to automatically extract the most pertinent code segments surrounding the cursor position. It identifies related functions, variables, imports, and documentation comments to construct a concise context package, which is then passed to AI coding assistants such as GitHub Copilot, ChatGPT, or Codeium. By filtering out unrelated code and focusing on relevant scope, it significantly improves the precision of AI-generated code suggestions. Developers can customize the context depth, supported languages, and integrate seamlessly into their existing AI-assisted workflows without manual copy-paste or configuration. With out-of-the-box support for JavaScript, TypeScript, Python, and Java, it adapts to diverse codebases. Its minimal performance overhead ensures uninterrupted coding sessions, while its open-source architecture invites community-driven enhancements and customization.

Code2.AI offers a practical way to reduce the size of your codebase by up to 75% while maintaining the original structure. This reduction enables AI tools like ChatGPT and Claude to understand and process your code more efficiently. By leveraging Code2.AI, developers can save significant time on debugging and streamline their coding processes, which facilitates faster development and integration of AI into their projects.