I remember hearing about the sitcom formula watching an interview with the Simpsons writers. They were kind of reluctant to talk about it the same way a magician wouldn't want to talk about how the tricks are done.

The part that stood out was when they said they always reveal the main conflict just before the mid-episode commercial break so you'll stay tuned.

From then on I can't help not see it every time I watch a half hour show.