Suppose you have a complete chain of N Christmas lights and they do not work when turned on. The temptation is to go through all the lights and to substitute in a single working light until you identify the non-working light.
But suppose there are multiple non-working lights? You'll never find the error with this approach. Instead, you need to start with the minimal working approach -- possibly just a single light (if your Christmas lights work that way), adding more lights until you hit an error. In fact, the best case is if you have a broken string of lights and a similar but working string of lights! Then you can easily swap a test bulb out of the broken string and into the working chain until you find all the bad bulbs in the broken string.
Starting with a minimal working example is the best way to fix a bug I have found. And you will find you resist this because you believe that you are close and it is too time-consuming to start from scratch. In practice, it tends to be a real time-saver, not the opposite.