Where my perspective comes from

My background sits between product management and software engineering. That mix makes me interested in the space between technical capability and everyday usefulness: how decisions become workflows, how safeguards become usable, and how adoption becomes part of the product rather than an afterthought.

What I keep returning to

  • Start with the everyday problem before choosing the tool.
  • Make the next action clear.
  • Treat trust, governance, and adoption as product work.
  • Respect messy workflows, especially in regulated or high-friction settings.
  • Keep public examples safe, de-identified, and useful.