memory/concepts/user-drift-report.md

User Drift Report — 2026-08-13

Recent window: Last 14 days (3453 msgs) Baseline: Previous 90 days (1973 msgs)

Detected Drifts

• message_length: Messages 41% longer (baseline: 863 chars → recent: 1214)
• new_focus: New dominant topics: gitops
• declining_focus: Topics fading from focus: ai_ml

Signal Summary

Metric	Baseline	Recent
Avg msg length	863	1214
Frustration rate	3.7%	4.2%
Correction rate	7.8%	6.4%
Action-first	0.9%	2.2%
Top topics	ceph, proxmox, backup	ceph, proxmox, k8s

Recommendations

• Consider adding domain knowledge for new focus areas