I've built my first Android application and it works pretty well,
except that it hangs/freezes up when it's left running for several
hours.

It doesn't always do this - it's inconsistent.

This is an awful question to ask, it's so broad, but how should I go
about troubleshooting this problem?

My guess is that I'm not managing my exceptions well and something's
happening that I'm not dealing with effectively.

Is there a good resource of information on testing and debugging
Android/Java applications like a Web site or a book?

I'm just looking for someone to shove me in the right direction.

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