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Kamara is an AI-powered coding tool that helps developers to write and edit their code more efficiently. It is a VS Code extension that can be installed and accessed within the IDE. The tool leverages GPT-4 technology and allows users to describe what they want to accomplish by just providing the instructions, which Kamara then translates into code snippets. Kamara has been tested with multiple languages, but it works best with TypeScript, and it can split long files into shorter ones for better results. Furthermore, Kamara uses a credit-based pricing system, where developers pay for how much code is read and written by Kamara. The tool was developed by Gonza Nardini and Diego Vazquez, and the team is actively working on improving Kamara. Developers can provide feedback by filling out a form or joining the Kamara Discord server.

Sweep is an AI assistant designed to streamline the process of managing Github tickets. It automates the creation of code changes based on bugs and feature requests, allowing developers to focus on more exciting tasks. Sweep generates repository-level code and reduces development time for mundane tasks such as tests, documentation, and refactoring. It offers compatibility with different operating systems, addressing issues that arise from temporary directories in Windows.The tool provides a seamless integration with Slack, allowing users to preview plans, request tests, review progress, and receive PR alerts directly on the platform. It also supports reviewing and making changes directly in Github and offers the ability to comment and push commits from within the tool.Sweep has gained the trust of engineers from various reputable organizations, such as PyTorch-Ignite, Medplum, Stanford University, Carnegie Mellon University, and the University of Waterloo. Users have praised the tool for its accuracy and ability to understand company-specific concepts.Overall, Sweep aims to help developers clean up their tech debt by automating repetitive tasks and offering intelligent suggestions for code fixes. It provides an efficient and time-saving solution for managing Github tickets, allowing developers to ship code faster while maintaining code quality.

- Patched.codes is a platform for managing and improving code through automated patches and fixes. - It helps developers quickly find and fix vulnerabilities, improving code security and quality.