I am just giving windows azure a try with a trial account and I see that blob storage is case sensitive. For exmaple, I uploaded a file called
Koala.jpg. When I make a request to it <storage-account>.blob.core.windows.net/<container>/Koala.jpg I retrieve the image w/o problem.
But when I try to get the image with this url, I am unable to: