Learning Objectives

After completing this chapter, participants will be able to:

• Understand the differences between Vibecoding and Predictive AI Development.
• Recognize when Vibecoding is useful and when it becomes dangerous.
• Understand why architecture becomes more important as AI capabilities improve.
• Apply Predictive Front-End Development principles to real-world projects.
• Distinguish between experimentation and engineering.
• Build systems that remain maintainable as teams and applications grow.