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In this session, Sebastian Mellor (Head of Engineering at Jumping Rivers) walks through practical features across the Posit Team platform that help teams keep production environments running smoothly. The talk covers: • Faster package installs using binaries and parallel downloads • Reducing dependency management with Posit Package Manager • Using the Connect gallery and usage metrics to understand what content is actually used • Running long processes with Workbench Jobs even after closing your session • When to use Workbench jobs vs Connect scheduling • Auditing options for environments that need traceable outputs Timestamps 00:00 Introduction 02:54 Package Manager demo 08:40 Posit Connect features 12:23 Posit Workbench Jobs 15:49 Summary 16:11 AI in Production mention 17:43 Q&A This session is aimed at data scientists, platform engineers, and teams running Posit tools in production. 👤 Speaker Sebastian Mellor 🔗 / sjimellor 🏢 About Jumping Rivers Jumping Rivers helps organisations build and maintain production data science platforms using R, Python, and Posit tools. 🌐 Website: https://www.jumpingrivers.com 💼 LinkedIn: / jumping-rivers-ltd 🦋 Bluesky: https://bsky.app/profile/jumpingriver... 🐘 Mastodon: https://fosstodon.org/@jumpingrivers 💻 GitHub: https://github.com/jumpingrivers 🎟️ AI in Production Conference Jumping Rivers hosts AI in Production, focused on how teams deploy and manage AI and data science systems in real environments. Get tickets: https://ai-in-production.jumpingriver...