Sprint planning is crucial in Agile, involving prioritized PBIs, doable tasks, clear goals, and managing capacity. The Scrum Master plays a vital role in refining PBIs and ensuring clarity. A defined sprint goal is crucial for direction, with capacity management to avoid overcommitment. Empowering team ownership and accountability leads to better outcomes.