> ## Documentation Index
> Fetch the complete documentation index at: https://docs.beam.cloud/llms.txt
> Use this file to discover all available pages before exploring further.

# October 21, 2024

## Features

* Realtime abstraction built on top of asgi

## Fixes

* Add lock in sdk when creating stub to prevent races when using multiple threads
* Add retries to update container state, increase container state ttl
* Add InvalidCustomImage, InvalidArch, and InvalidOs image build errors