memory/concepts/user-drift-report.md

User Drift Report — 2026-09-21

Recent window: Last 14 days (1369 msgs) Baseline: Previous 90 days (6187 msgs)

Detected Drifts

• message_length: Messages 61% longer (baseline: 1109 chars → recent: 1787)
• new_focus: New dominant topics: security
• declining_focus: Topics fading from focus: gitops

Signal Summary

Metric	Baseline	Recent
Avg msg length	1109	1787
Frustration rate	4.1%	4.4%
Correction rate	7.1%	5.6%
Action-first	1.5%	0.4%
Top topics	ceph, proxmox, k8s	security, backup, ceph

Recommendations

• Consider adding domain knowledge for new focus areas