This is a question that's never overly easy to answer.
The simplistic, overly simplistic answer, is to point out that nothing occurs instantly. If you turn on a lamp, the filament takes time to heat before it radiates light. If you step on the accelerator of a car, it takes time for additional fuel and air to increase the revs of the engine. Likewise, if you change the input to a transistor, it will take time to respond.
The next ingredient to explaining your problem is to explain how to make what's termed a phase shift oscillator.
Imagine if you will, that you have a number of transistors, each one's output going into the next one's input. There's two things you might expect to happen:
1. When you apply an input, it takes longer for it to appear on the output as you increase the number of transistors, because each adds to the delay.
2. Depending on how you connect them, as you continue to add transistors, the output will become more sensitive to the input. You'll have more gain.
If you combine ingredients from 1 and 2 and input a sine wave, it's possible that you can find a frequency where the output has not only amplified the sine wave, but due to the delays, it's also delayed the sine wave by 180 degrees.
If your amplifier is inverting, then it already shifts the phase by 180 degrees. Tie it's output to the inverting input, and as long as the gain is greater than one at the magic frequency, you'll get oscillation.
The simplest op amps handle this by deliberately making one transistor stage much much slower than the others. Usually, this stage works as a simple filter and starts decreasing the gain at a few tens of Hz.
At most, this single stage cannot shift the phase more than 90 degrees, so if it starts working sufficiently low in frequency, the op amp's open loop gain will be less than 1 for higher frequencies, where the other transistor stages begin to cause additional phase shift.
I hope this helps,
Best Wishes,
Mike