diff --git a/docs/design/mscclpp-dsl.md b/docs/design/mscclpp-dsl.md
index cfb8072f..2bd7e162 100644
--- a/docs/design/mscclpp-dsl.md
+++ b/docs/design/mscclpp-dsl.md
@@ -12,7 +12,7 @@ pip install .
 
 ### Import mscclpp language module
 ```python
-import mscclpp.language *
+from mscclpp.language import *
 from mscclpp.language.types import ChannelType, ReplicationPolicy
 from mscclpp.language.collectives import AllGather
 
diff --git a/docs/getting-started/quickstart.md b/docs/getting-started/quickstart.md
index 1155934a..4403cad8 100644
--- a/docs/getting-started/quickstart.md
+++ b/docs/getting-started/quickstart.md
@@ -39,7 +39,7 @@
 We provide docker images which package all prerequisites for MSCCL++. You can setup your dev environment with the following command.
 
 ```bash
-$ docker run -it --privileged --net=host --ipc=host --gpus all ghcr.io/microsoft/mscclpp/mscclpp:base-dev-cuda12.2 mscclpp-dev bash
+$ docker run -it --privileged --net=host --ipc=host --gpus all --name mscclpp-dev ghcr.io/microsoft/mscclpp/mscclpp:base-dev-cuda12.4  bash
 ```
 
 See all available images [here](https://github.com/microsoft/mscclpp/pkgs/container/mscclpp%2Fmscclpp).