In this project, we aim to understand the use of video-based tools with annotation functions to help teachers make sense of and construct meaning with colleagues on pedagogies and practices. We have used a collaborative video sharing and annotation tool called DIVER, and adopted a modified lesson study cycle to facilitate iterative processes of annotation, reflection, and discussion.