During March 2025, JB Smith reworked the Getting Started documentation for the groundlight/python-sdk repository, focusing on improving the onboarding process for developers building computer vision applications. Smith applied technical writing and Python SDK expertise to create comprehensive guides covering prerequisites, environment setup, authentication, and a practical starter code example. The documentation update, implemented using Markdown and Python, followed industry best practices and incorporated guidance from Tim Huff to standardize the developer experience. This work addressed onboarding friction by providing clear, actionable steps, enabling faster first-run experiences and supporting broader SDK adoption. The contribution demonstrated depth in documentation and developer enablement.