memory/concepts/user-drift-report.md

User Drift Report — 2026-09-14

Recent window: Last 14 days (732 msgs) Baseline: Previous 90 days (5815 msgs)

Detected Drifts

• message_length: Messages 52% longer (baseline: 1118 chars → recent: 1697)
• new_focus: New dominant topics: ai_ml, security
• declining_focus: Topics fading from focus: gitops, k8s

Signal Summary

Metric	Baseline	Recent
Avg msg length	1118	1697
Frustration rate	4.2%	4.4%
Correction rate	7.0%	8.5%
Action-first	1.6%	0.3%
Top topics	ceph, proxmox, k8s	security, backup, ceph

Recommendations

• Consider adding domain knowledge for new focus areas