New: Deployment Events ✨ We just added a new page to the dashboard that shows all events that happened on a deployment. You can track events across the entire task and deployment lifecycle, making it easier to get full visibility and debug issues!

Announcing Beam Shell: SSH Into Your Containers 🐚 Many of you have asked whether you can SSH into your Beam containers. Well, now you can. Just run beam shell func and you'll connect to the same Beam container that's running your code. This helps a lot with debugging because you can see everything installed in your container: - nvcc --version - which python - echo $path ...anything you want. Try it out and let us know what you think!

✨ New Feature: 3-10x Faster Volume Uploads Uploading files to Beam's storage volumes are *much* faster now. This is possible mainly because of two changes: 📈 We're now using the entire network bandwidth available on your machine to upload 🌎 We deployed servers in different regions which ensures you’ll get consistently fast upload speeds, wherever you are in the world We also shipped some smaller improvements to the volume CLI, making it easier to work in subdirectories and downloading your entire volume Check out the docs here:

✨ New Feaure: Warmup Containers We shipped a new API to warmup your containers. This API will: - spin up a container - load your app + model weights into memory - warm up the container without launching a task There's also a new "warm up" button on the dashboard. Give it a try!

We've got some amazing new features coming in January. It's been an excited year, and we can't wait to ship more stuff for you in 2025. Make sure to checkout our docs for the full details on each feature: Happy New Year!

@JamsocketHQ 🙌

For more details on how we use this CLI internally, make sure to check out our blog! 👇

Check out our blog for more details 👇 And it's Day 4 of Mega Launch Week, so make sure to checkout more dev tool launches from our friends! @supabase @PropelAuth @magicpatterns @lmnrai @JamsocketHQ @airpinpoint @ellipsis_dev @keyhippo @outerbase @replexica

By combining the power of Beam's compute orchestration with an agent framework, you can built powerful complex workflows for the real-world. Beam Bots are available today. Check out our blog to learn more!