In April 2025, Michal Zajac updated the Data2answer API Quickstart documentation in the Snowflake-Labs/sfquickstarts repository to support upcoming API changes. He focused on aligning onboarding materials by revising file paths, stage names, and environment variable configurations, ensuring that new API behaviors were accurately reflected. Using Markdown and leveraging his skills in API integration and documentation, Michal removed outdated sections about optional tools that are now enabled by default, reducing confusion for new developers. His work provided clear traceability by referencing specific commits, resulting in a targeted, well-scoped documentation update that facilitates a smoother transition for API users.