We don’t always build software to last — sometimes we build to learn.

Principles I follow:
- Insight is the deliverable, not the interface
- Architecture should be minimal until it isn't
- AI can be a creative partner, not just a tool
- Reproducibility > reusability
- Code is ephemeral; knowledge is enduring

This philosophy powers every tool I build — from scripts to full systems. When the code disappears into the thinking, it’s working.