Andrew Ng Releases the AI Engineering Skills Map: Decoupling Vibe Coding from Production Realities

Analyze Andrew Ng's newly released AI Engineering Skills Map. Learn how engineering leaders can transition their teams from ad-hoc 'vibe coding' to systematic, specification-driven AI development with concrete evaluation frameworks and operational strategies.