I had a bit weird experience with this...

So I wrote app (http://analytics.bugaco.com) that runs on App Engine.
Than I looked at the request logs to see how it is running.
Request logs suggested that I'm using a lot of CPU time on hitting the
home page, but after that CPU time significantly decreases. It also
had annoying red flag suggesting that servlet is using excessive
resources and that I need to optimize it.
Testing a bit, I noticed that pinging lets app be warm, and I had cron
doing the pings for a few days; while also noticing that it does not
do anything useful

Conclusion:
1. If log files don't suggest that you are better off pinging people
would not ping
2. It is stupid that google counts warming up your app toward CPU time
(leading to profiling, that leads to pinging)
3. It is very stupid that applications can not denote 'keep this code
path warm/cache it/or something' that will allow new users not to give
up on the up until they get first response.

So, as a conclusion, I think AppEngine is AWESOME. And I also think it
SUCKS.
I love SDK, ability to deploy and test and use all the cool things.
I don't like the idea that it can not serve a (entry)page in 3-5
seconds as I think that it leaves bad taste in users mouth, and
consequently bad taste in developers mouth.

Finally, I am not sure I'll use AppEngine for developing other
applications as I'd rather go with paid hosting that provides some
level of performance on serving pages. I think Google would win a lot
of good will if they at least provide quick serving of static
resources.

One may wonder how to do that, and given that they have all those yaml
files there may be yaml file that specifies a warm static resource.
This would decrease a need for pinging your app as it would allow user
to hit entry page, and google to pre-cache app much easier.

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