Since the launch of the Developer's corner, I have noticed that Lokad was lacking some high level documentation that would rather address Why? questions as opposed addressing How to? questions.
Thus, I have summarized in the newly published Programmer's guide for the Time Series API a couple of answers to the questions that get frequently asked by our partners. If anything is missing, just ask.