Whats the advantage of this circuit using separate current sources and the switchbridge?
Same results (or nearly similar) can be obtained with the learn-book basic two opamp triangle wave circuit, if you just replace the integrator's input resistor with potentiometer: wiper on comp. output and ends through diodes to the opamp input. Or if you want to set the rising/falling slopes separately, then two pots and again two diodes. Simple, easy, working too.
But sure, the diode switch bridge and current source/sink is more entertaining for a beginner. The biggest disadvantage being the nonlinear current setpoint by the trimpots in the emitors. And note there's an error in the PDF from W2AEW on page 4: misslabeled outputs.