I work with chemicals daily. I always triple rinse. Just remember to triple rinse your bottles, buckets, etc and you should not have a problem. I am new to brewing but I do use soap to clean and I have not had any issues with my beers.
Primary - Deschutes Black Butte Porter Clone
Primary - Dogfish 60 Clone
Bottle - San Diego Pale Ale
On Deck - Nut Brown Ale
I also use dish soap... liquid detergent... what ever you want to call it and have no problems. Excellent head retention despite it. If you're lax in how well you rinse it won't matter what you use, you'll end up tainting the brew.