Field note
Factory introduced Agent Effectiveness in Factory Analytics to connect agent sessions with issue tracking, source control, cycle time, work intent, and shipped artifacts.
New Runtime reading: This moves measurement from logins and sessions toward accepted work. It is still a vendor analytics surface in private preview, so teams should preserve baselines and review burden instead of reading the dashboard as universal ROI proof.
Evidence boundary: this item uses the listed public sources and keeps vendor, author, or reporter claims attributed. The queued page is an editorial synthesis, not an independent validation of every reported metric.