For example, we collaborate with recent university graduates whom we call “T-Ambassadors” (Transformation Ambassadors). Nearly 90% of these T-Ambassadors did not major in ICT-related fields, yet vibe coding enables them to rapidly translate requirements into viable applications, successfully pivoting their careers into the digital transformation space. Without a decade of software engineering training, they can build scalable applications with just a few dozen weeks of hands-on practice.