Substance
Business truth before framework ceremony.
Every lasting system starts with a deep respect for how a business actually runs. Whether tracking physical inventory down to the millimeter, balancing operational ledgers, or auditing complex procurement flows, I bake core business rules directly into strict types and compile-time guardrails—so even at AI-accelerated speed, bad data and broken logic are impossible by design.
