The reference

What “HX” means

The definition, what it covers, what it is not, and how to cite it. This page is versioned and deliberately stable — quote it freely.

Human Experience (HX) is the discipline of understanding how work with AI is actually going — read from the work's own record, under explicit consent — and of returning what's learned to the place the work happens.

HX covers
  • The second codebasethe session record as work product: kept, owned, never lost.
  • Four questionsClarity, Awareness, Reflection, Empathy — the CARE model.
  • Four metrics — LGTMLanding, the Gap, Time-to-receipt, Momentum — computed from the record.
  • One covenantthe CARE Charter: custody for the organization, the aperture for the person.
  • The loopfindings return to the place work happens, inside the system of work.
HX is not
  • Not delivery metricskeep DORA's four keys; HX reads what they can't.
  • Not a survey programsurveys sample the quarter; the record covers the days between.
  • Not monitoringno activity leaderboards, no individual metrics to anyone but the person.
  • Not a vendoran open framework, CC BY 4.0 — implementable by anyone, testable by anyone.
Citation

How to cite HX

Plain text for a deck, structured for a paper. Both stay valid — the definition above is versioned, and changes are announced.

The HX Framework — Human Experience for the AI era. hxframework.org, version 1.0 (2026). Licensed CC BY 4.0. Definition (v1.0): "Human Experience (HX) is the discipline of understanding how work with AI is actually going — read from the work's own record, under explicit consent — and of returning what's learned to the place the work happens."