I aim to leave teams with stronger judgment, not dependence on a single solution.
Rather than prescribing an answer, I use thoughtful questions to help engineers understand the problem, evaluate tradeoffs, and make sound decisions themselves.
CLARIFY BEFORE PRESCRIBING
I start with user needs, technical constraints, and unknowns before deciding how an implementation should work.
Each project requires a solution shaped by its particular context, so I focus on making that context clear before recommending a path forward.
PLAN BEFORE GENERATING
AI has become a standard and should be viewed as an accelerator rather than a substitute for clear thinking.
The better the specification, constraints, and plan, the more value a company can get from the speed of generated code.