When do you start to shop for those baby equipment and stuff (clothes ,milk bottles, crib, diapers)

Second trimester onwards for me. No one can assure or guarantee anything, you can only stay positive. I prefer online since it’s cheaper, but I will go for known and trusted brands eg pigeon, kodomo, Huggies, Merries etc etc :)