AI Iteration Pipeline & Bottleneck Flow
Interactive Breakdown
Time Distribution (Hours)
Friction & Velocity Threshold
Efficiency Analysis
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Diagnostic Proof Data
Direct Implementation Time:
3.91 hrs
AI Total Cycle Time:
2.75 hrs
Prompting & Generation:
0.83 hrs
Verification & Context Repair:
1.92 hrs
Bottleneck Stage:
Diff Inspection