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The False Choice

Many discussions frame the debate as: "Vibecoding vs Engineering" This is incorrect.

The real progression is:

  • Vibecoding often discovers patterns.
  • Predictive Development operationalizes them.

Mini Exercise​

Explain how Vibecoding and Predictive Development can be used together rather than treated as opposites.

Example​

Vibecoding can help discover ideas quickly, while Predictive Development can turn the successful patterns into repeatable skills and governed workflows.