Transformed CyberSim OS from a single hard-coded simulation into a reusable, scenario-driven platform. Authored scenarios are now packaged entirely as declarative JSON definitions containing simulated organizations, personas, messages, websites, files, event schedules, restricted behavior actions, and behavioral scoring rubrics.
On one build day, Thinkloom became a native desktop MVP, clarified its local-first boundary, made prompts configurable, and was prepared for Build Week review.