How I work
Clarity over hype
I value precise claims, measurable outcomes, and documentation that makes tradeoffs explicit.
Human-in-the-loop by default
Every workflow includes a checkpoint a person can understand, review, and control.
Explain first
Reasoning, provenance, and failure modes are features, not bonuses.