The core Agile practices described in the document include whole team approach, early and frequent feedback, daily stand-ups, retrospectives, release and iteration planning, collaborative user story creation, demonstrations/reviews, and continuous integration. Some key benefits are enhancing communication, leveraging various skill sets, making quality everyone's responsibility, avoiding requirements misunderstandings, and promoting consistent project momentum.