During September 2025, Deepak Modi enhanced the vocera-ai/docs repository by expanding its Python documentation to include practical examples for binary and advanced metrics usage. He focused on clarifying the evaluate_advance_metric function, demonstrating its application with various prompts and data inputs to support API integration scenarios. Using Python and Markdown, Deepak provided end-to-end examples that guide developers through typical usage patterns, aiming to streamline onboarding and reduce confusion around metric evaluation. The work addressed a specific need for clearer documentation, offering depth through real-world examples and improving the overall developer experience for those integrating with the vocera-ai API.