CodeBeasts is an innovative application that transforms users' GitHub activity into unique mythical creatures, representing their most-used programming languages as animals, using AI models like Stability AI or DALL-E for image generation. This app, inspired by displays at GitHub Universe, is constructed with a robust backend of Python, Flask, and Langflow, while the frontend is crafted using Lovable.dev and React. By entering a GitHub handle, users activate a process where an AI agent scans repositories to determine the primary languages, linking each to an animal based on O'Reilly's animal references. Langflow facilitates the creation of complex AI workflows with ease, allowing for swift iteration without extensive code modifications. The app's efficiency is enhanced by storing user data in Astra DB, which reduces redundant GitHub API calls and speeds up subsequent interactions. Developer Relations Engineer David Jones-Gilardi, who has a rich background in programming and databases, emphasizes the app's potential for personalizing user experiences and managing scalable data, ultimately blending creativity with technology to offer an engaging way to visualize coding history.