The original plan is from Finewoodworking. Although not built completely to the drawings, it features the same slot mortises and tenons with a round top and shelf. You can find the plans and instuctions here. http://www.finewoodworking.com/projectsanddesign/projectsanddesignarticle.aspx?id=29314
Tools used include the table saw, jointer, planer, tenon jig, power mortising tool (oh you could hand cut those?), band saw and sanders of course. Sorry lathe - not this time.
I used one coat of sanding sealer and then three of shellac. The idea here was to get a nice but simple table into service as quick as possible.
Lots of fun to build in the workshop.