The blog post talks about triggering the workflow off an upload to S3, but neglects to discuss the critical step around the fact that you need a Lambda function to trigger the step function state machine (if you have a look at the github it's there)

I wish step functions just supported the triggers directly tbh, i.e. have the ability to invoke a state machine on an S3 put, passing the event information to the first step in the machine.