CodeAtlas is a tool designed to visualize code dependencies and structures in an interactive and dynamic map. It allows developers to gain insights into code relationships and hierarchies, which can facilitate better maintenance and refactoring efforts. By representing code in a visual graph, CodeAtlas makes it easier to navigate complex codebases, identify areas that require optimization, and enhance overall code understanding. It is particularly useful for large projects where understanding the interdependencies between different modules and components can be challenging.

LatteReview is an AI-driven code review agent designed to enhance software development workflows. Upon connecting to your GitHub repository, it automatically scans pull request diffs and applies model-based analysis to detect bugs, security flaws, code smells, and style violations. By providing inline comments, refactoring recommendations, and alternative code snippets, it helps teams maintain coding standards and accelerate review turnaround. Developers can customize review criteria, set language-specific rules, and integrate LatteReview into continuous integration pipelines. With reporting dashboards and trend analytics, teams gain insights into code quality over time. LatteReview’s notifications and feedback loops ensure that best practices become part of the development culture, boosting productivity and reducing the risk of errors in production.

CodeOpt is a Chrome extension for JupyterLab and Jupyter Notebook that seamlessly integrates ChatGPT directly into your coding environment. This tool allows users to quickly send code and outputs to ChatGPT with a single toolbar button click, providing AI-powered assistance for debugging, refactoring, and code optimization. Users can customize AI prompts for both code and error messages. With an automatic integration feature, the ChatGPT button appears in new JupyterLab cells. The extension is privacy-focused, ensuring that only user-chosen code and outputs are sent.