Simulation (n=10,000): "Vibe Coder" vs Architectural Knowledge
Architect + AI
14.9
mins
100% Success Rate
Vibe Coder + AI
141.2
mins
32.7% Absolute Failure Rate
Time Wasted in "AI Hallucination Loops"
Insight: AI alone cannot resolve architectural data flow mismatches. The "Vibe Coder" wastes hours prompting AI to fix syntax errors when the foundational webhook structure is flawed.