I’ve always had a tendency to notice things early — the scientific promise of nanotech, the silent decay in large organizations, the systemic effects of poor service quality.

Pattern recognition isn’t magic. It’s:
- A mix of curiosity, abstraction, and historical sense
- The ability to see both failure modes and future leverage
- A skill that becomes a compass for high-value software decisions

This instinct is why I often work on projects that feel one step ahead of the curve.