As 2023 concludes, Rubric's Graphite team aimed to celebrate GitHub users' contributions by creating "Year in Code," an AI-generated, personalized video experience. Unlike previous projects, this initiative utilized LangChain and OpenAI's GPT-4-turbo to transform GitHub user data into unique narratives, moving beyond static images and templated formats. The project employed cutting-edge technologies such as Supabase for authentication and data storage, Remotion for video creation, and AWS Lambda for video rendering. By focusing on a structured video_manifest and leveraging pre-built scene templates, the team balanced AI creativity with quality control, resulting in engaging and shareable 60-second videos. This open-source project, which emphasizes user privacy by excluding code access, showcases the potential of AI and modern tech stacks in generating immersive and personalized digital experiences.