announcement speaker PSA: Outerbounds Office Hours We’ve got two great talks coming up: • Michael Bao (Netflix) – 📆 Aug 19 ⏰ 9am PT ◦ Building a scalable GPU training service with Metaflow. Learn how they migrated PyTorch Lightning scripts with zero model/data changes, added custom decorators for configurability, and deploy seamlessly via CI/CD. ◦ 📍 RSVP: http://lu.ma/office-hours-with-netflix • Gergely Daróczi (Spare Cores) – 📆 Sep 2 ⏰ 9am PT ◦ Right-sizing compute for AI/ML workloads. See their open-source

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package in action, with interactive reports that optimize CPU/GPU usage and cut cloud costs—plus a live demo. ◦ 📍 RSVP: http://lu.ma/office-hours-with-spare-cores ✨ Why attend? Outerbounds Office Hours are a space to: • 💡 Learn practical strategies from real-world Metaflow use cases • 🤝 Connect directly with the Outerbounds team & ML/infra community • 🧰 Discover patterns you can reuse in your own workflows • 🚀 Stay inspired by how others are solving cutting-edge challenges 🙋 Want to present? Presenting is a chance to showcase your work, get feedback from peers, and build visibility in the ML/infra ecosystem. Reach out if you’d like to share your story in a future session!