During October 2024, this developer updated deployment documentation for the PaddlePaddle/PaddleX repository, focusing on clarifying high-speed inference, multi-language deployment, and edge-device efficiency. Using Markdown and leveraging strong documentation skills, they revised the README to align with the evolving deployment roadmap and support an upcoming deployment-focused webinar. Their work improved onboarding by providing clear, actionable guidance for new users and synchronized technical messaging with both engineering and marketing teams. While the contribution was limited to a single feature and did not involve bug fixes or code changes, the documentation update provided depth and clarity for PaddleX deployment workflows and capabilities.