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How do I add HTML to my posts using the editor?

Umm, I feel dumb for asking this, but how to I add HTML into my questions and answers with this editor? Sometimes it works for me and sometimes it doesn't...

I know about the faq, that the site uses markdown and there are allowed tags as well.