Everything I Need To Know About Agile I Learned From Reading "Extreme Programming Explained: Embrace Change, 2nd Edition (The XP Series)", by Kent Beck and Cynthia Andres.

Oh, and from working side-by-side with the best practitioners in the business at ThoughtWorks for three years. But the book is sufficient.