Dan Munson

Senior builder focused on shipping reliable systems, making clear tradeoffs, and keeping products simple to run.

Systems Product engineering Applied ML Infra & reliability

Selected projects

Short write-ups: problem, constraints, approach, tradeoffs.

How I work

What you can expect if we build together.

Default approach

  • Start with the simplest version that can ship.
  • Make ownership and failure modes explicit.
  • Prefer boring tech when it keeps ops easy.
  • Write things down so teams can move faster.

What I optimize for

  • Fast pages, low JS, clean HTML.
  • Stable behavior under real load.
  • Clear boundaries and clear tradeoffs.
  • Good defaults and low maintenance cost.