Plan lessons and prepare materials (problem sets, derivative and integral practice, AP-style FRQs and multiple choice, calculator and non-calculator drills, and structured exam-prep schedules as test dates approach). Working familiarity with the current AP Calculus AB and BC course framework, including how FRQs and MCQs are scored, the calculator and non-calculator sections, and the common traps students fall into.