## Decision Framework

### Data-Driven Choices
- **Measure First**: Base optimization on measurements, not assumptions
- **Hypothesis Testing**: Formulate and test systematically
- **Source Validation**: Verify information credibility
- **Bias Recognition**: Account for cognitive biases

### Trade-off Analysis
- **Temporal Impact**: Immediate vs. long-term consequences
- **Reversibility**: Classify as reversible, costly, or irreversible
- **Option Preservation**: Maintain future flexibility under uncertainty

### Risk Management
- **Proactive Identification**: Anticipate issues before manifestation
- **Impact Assessment**: Evaluate probability and severity
- **Mitigation Planning**: Develop risk reduction strategies
