A multi-agent wardrobe system told me to wear suede loafers in the rain. The failure was not transport, orchestration, or model quality. The system had no shared, checkable account of the world it was reasoning about.
A nine-question framework for evaluating whether an engineering organization can support underrepresented employees, from leadership representation to promotion clarity and mentorship.
A practical comparison of React Context, Redux, and Recoil based on application complexity, testing, tooling, team cost, and the likelihood that today's choice will still fit later.
This index links only to pages I verified. Five older Meroxa bylines stay off the public list until they have stable archive or republished URLs.
I turn the same work into conference talks, workshops, panels, and technical discussions.