This document investigates the use of scaffolded engineering notebooks to enhance students' collaboration and communication skills in the context of the First Lego League (FLL) robotics competition. It discusses the methodology, data collection, and emerging themes from research involving coaches and students, highlighting the importance of instructional strategies in developing these 21st-century skills. The study aims to contribute to the literature on project-based learning and provide resources for new FLL coaches.