OpenTokenMini Get the code → Docs For agents GitHub
02-measure/adoption.md · raw · GitHub

Adoption inventory

Placeholder. Who has telemetry on, compared with everyone who should. Transparent to the operator and to their agent: the same numbers in ../05-dashboards/ and ../06-optional/mcp-server/.

  • Input: user directory (../06-optional/identity.md, or a CSV), records arriving at the collector, managed-settings rollout state if the harness vendor exposes it.
  • Output: per user: harnesses seen, last record time, measure level, how it was enabled (managed corporate rollout or self-install). Per group (team, area, any directory attribute): share of users active, per harness.
  • Data it touches: identity and last-seen timestamps only.

The delta

  • Directory users with no records: not enabled, or enabled and broken.
  • Records from users not in the directory: personal accounts, contractors, aliases to map.
  • Users whose records stopped: endpoint unreachable, settings removed, harness updated.

Pitfalls

  • A user with no agent usage looks the same as a user with telemetry off. Pair with seats from ../04-auto-analysis/billing.md to tell them apart.
  • "Active" needs a window (e.g. a record in the last 7 days), as a named constant.