memory/concepts/user-drift-report.md

User Drift Report — 2026-08-24

Recent window: Last 14 days (253 msgs) Baseline: Previous 90 days (4727 msgs)

Detected Drifts

• message_length: Messages 80% longer (baseline: 1120 chars → recent: 2017)
• new_focus: New dominant topics: ai_ml, galera
• declining_focus: Topics fading from focus: gitops, ceph

Signal Summary

Metric	Baseline	Recent
Avg msg length	1120	2017
Frustration rate	4.0%	8.3%
Correction rate	7.3%	12.3%
Action-first	1.8%	2.0%
Top topics	ceph, proxmox, k8s	galera, proxmox, k8s

Recommendations

• Consider adding domain knowledge for new focus areas