Building an AI and ML driven future

Fortnightly posts covering Metaflow and Outerbounds releases, community events,
case studies, and all things machine learning infrastructure.

New: Faster Cloud Compute

April 11, 2025

See how the latest set of container optimizations in Outerbounds allow you to reduce task startup latencies by 4x or more.

Nebius and Outerbounds form strategic technology partnership through integration

March 10, 2025

Thanks to our integration with Nebius, you can add a cost-effective pool of top-notch GPUs in your environment without having to setup new infrastructure, change policies, or migrate data.

Indestructible training and fine-tuning with @checkpoint

February 9, 2025

Use the new @checkpoint decorator in Metaflow to save progress and recover easily if a training or fine-tuning task fails

7 Ways to Use Outerbounds with Snowflake

January 23, 2025

If you are using Snowflake, this article is a must-read. It features 7 key patterns showing the benefits of using Snowflake and Outerbounds together.

Delightfully easy, large-scale compute across environments with @slurm and @kubernetes

November 18, 2024

Learn how to unify compute across Slurm, Kubernetes, and various clouds using Outerbounds, and the new @slurm decorator.

Inside Outerbounds: Architecture Explained

November 15, 2024

Learn what makes Outerbounds tick under the hood and get answers to FAQs asked by platform engineers.

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