Eh, may not be poisonous. As the others have said, many bugs do that. Could be sweat bees, horseflies, a real bee, ants, or etc.
Though you probably did piss of a spider, I remember having a bite on my arm that I could not remember being there but as the swelling went down, I noticed two white spots at the top of the bump which looked like the works of a spider.