The pedal Andy is building is a PCB from
Madbean Pedals. You buy the circuit board and then have to source all the other parts separately. Tayda is good for this.
You can make your own circuit boards, and Madbean have layouts for that, but it requires a bit more equipment and a lot more time.
I do most of my pedals on stripboard, which is a different approach again.