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.

Code Genius is an AI-driven solution for developers seeking to streamline their coding process. It offers intelligent suggestions, real-time code analysis, and automatic code improvements, aiming to help developers write better code faster. By harnessing the power of AI, Code Genius not only enhances productivity but also improves code quality, making it an essential tool for modern software development.