Hello @Deaconspike
One other thing worth mentioning (if you decide to go "buy" route) - if you are drilling shelf pin holes, these are typically 5mm. You can buy shelf pins of other sizes, but 5mm are going to be more accessible and in larger variety.
Regular dowel jigs usually don't come...