Code Dojo is a practice session where pairs of programmers focus on coding katas for 25 minute intervals, followed by 5 minute breaks. Katas include converting numbers to Roman numerals and following simple design rules like passing all tests and minimizing classes/methods. Programmers pair up and use techniques like test-driven development, switching pairs each session. Reflection on lessons learned is included at the end.