The core project goal is to redesign the existing "Create / Manage Agent" flow into an experience that feels like onboarding a friendly teammate, not configuring complex software. The redesign focused on creating a two-pane Agent Builder for a desktop web app, emphasizing clarity, immediate feedback, and use of plain language for non-technical users 👍 .