Traditional observation protocols for student teachers frequently rely on rigid, mechanical checklists that privilege silent classroom compliance and strict adherence to a pre-written lesson script over authentic student engagement. Faculty supervisors often find that these standardized rubrics fail to capture a candidate's real-time emotional responsiveness, community-building, or spontaneous pedagogical adjustments. How are you redesigning the observation and feedback loop to honor the unscripted, deeply human craft of teaching while still guiding students toward long-term professional growth?