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Teacher educators have long recognized the instructional potential of classroom video. The emergence of new online video coaching platforms—with user-friendly upload and tagging features—holds great promise, especially for in-service professional development. This study explores how eight teachers engaged in an online video-based coaching intervention focused on whole-class, text-based historical discussion. Teachers were assigned to one of two groups: peer feedback (Group A) or expert feedback (Group B), and using the online platform, participated in five weeks or “rounds” of video-based analysis and feedback, alternating between personal and case videos. Preliminary findings suggest a relationship between the quality of discussion featured in the video and quality of teacher observations. Findings also suggest teacher preference for expert over peer feedback.