Do I lose my project changes after updating with docker?

No. We use Docker's volume sharing feature to share the project's files between the container and the host. So even if you completely delete docker containers, images, etc, your project files will be still there.

However, if you make changes to the container itself, like ssh'ing into it, installing extra Python packages, etc, you will lose those changes after updating each time you update your docker image.