Fish-Scale Corner Nightstand

My first woodworking project ever! Not sure yet if I want to paint it or stain it.
Alas, I am an illustrator, and not a woodworker, and have no clue about structure. Does anyone know how I can make this not be so wobbly?

Source: http://lumberjocks.com/projects/52513

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