Wasn't there a thread elsewhere on the forum about peeling eggs - and according to the article you posted jj, it says
Add one teaspoon of baking soda when boiling an egg. It makes the eggshell come off effortlessly.
I always do my hard boiled eggs in the oven now, but this would be a good tip for soft boiled eggs