Part 5/12:
Debugger: Self-analyzes and fixes failures or bugs uncovered during testing.
Judge: Evaluates the quality of new designs using both quantitative metrics and qualitative judgment, avoiding narrow optimization for specific benchmarks at the expense of overall performance.
Analyst: Learns from every experiment, constructing a knowledge base to inform subsequent innovations.
All parts operate in a closed-loop system, allowing continuous iterative improvement without human intervention.