Answered- Thanks folks - I want to leave this here in case someone else 
goes digging for an answer:

Deploying is not enough to get the cron jobs going, you have to use the 
appcfg.py (found in the google_appengine directory after installing the 
SDK) to update the cron.

Here's the exact command that pushed my cron.yaml to AppEngine:
./appcfg.py update_cron /path/to/app-root/ --no_cookies 
--noauth_local_webserver -A xxxx

*Where "xxx" is my cloud project id

Hope that helps anyone in the future!


On Wednesday, December 16, 2015 at 4:44:40 PM UTC-8, Christopher Eaton 
wrote:
>
> I have a nodejs based Managed VM. It works great, deploys fine, etc. 
> However, I can find basically zero documentation about getting AppEngine's 
> cron to work with it. Many forum/stack overflow posts allude to it being 
> supported, but no one knows how. 
>
> I tried dropping a cron.yaml file into my app's directory (same location 
> as the app.yaml file) but it doesn't seem to register when deployed.
>
> Anyone know anything about this, is it supported or not?
>
> *Note I'm not talking about cron within the docker image, I'm specifically 
> asking about the AppEngine cron functionality that is grouped with Task 
> Queues in the console.
>

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