Proposes a curriculum for teacher learning over time, examining the fit between conventional teacher education, induction, professional development, and the challenges of learning to teach in reform-minded ways. The paper examines: central tasks of teacher preparation, induction, and development; how well conventional arrangements address these tasks; and promising programs and practices at each stage of learning. (Contains references.) (SM)