My knees and ankles naturally pop all the time. Squats, getting up, stretching, etc. I can manually pop my arms by twisting and pop my kneecaps. I used to be able to crack my neck, but no longer after a car accident.
So ask a doc, but it might just be a normal thing with your body change.