During October 2024, this developer updated the PaddlePaddle/PaddleX repository’s documentation to clarify and promote new deployment capabilities. Focusing on Markdown-based documentation, they revised the README to detail high-speed inference, multi-language deployment, and edge-device efficiency, directly supporting the PaddleX deployment roadmap. Their work synchronized with both engineering and marketing teams, preparing for a deployment-focused webinar and facilitating user onboarding. While the contribution centered on documentation rather than code or bug fixes, it demonstrated a clear understanding of deployment workflows and user needs, providing depth by aligning technical details with broader adoption goals and ensuring traceability through linked commits.