Looks like a bug was filed yesterday. I'll update the SO post to reference 
this bug so hopefully more people can star it.

https://code.google.com/p/googleappengine/issues/detail?id=12123


On Monday, July 6, 2015 at 9:24:54 PM UTC-5, Karl MacMillan wrote:
>
>  I’ve seen this as well and submitted a support ticket. I did not find 
> the debugging hilarious, but it’s nice to see someone else handle things 
> with better humor than me.
>
> Karl
>  
>  On Jul 6, 2015, at 10:09 PM, Josh Whelchel (Loudr) <jo...@loudr.fm 
> <javascript:>> wrote:
>
> There is an active issue with urlfetch_stub.py in the SDK where the FULL 
> URL is being sent to the HTTP server as the path.
>
> Question and patch posted here:
>
> http://stackoverflow.com/questions/31195459/appengine-dev-appserver-urllib2-urlopen-issue-with-localhost-url
>  
> Basically, it's connecting like this:
>
> Oh hey, http://localhost, we're connected, HI!
>> Now that we're connected, can you give me URI "http://localhost";
>> Wait what, that's not right?? ooh.
>
>
>
> We found this while working on our elasticsearch integration, which was 
> hilarious to debug.
> Imagine trying to find out why you have a new index named "http:"
>  
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