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Dominik Schön
2026-09-14 22:00:45 +00:00
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concepts/user-drift-report.md
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# User Drift Report — 2026-09-07
# User Drift Report — 2026-09-14
**Recent window:** Last 14 days (463 msgs)
**Baseline:** Previous 90 days (5608 msgs)
**Recent window:** Last 14 days (732 msgs)
**Baseline:** Previous 90 days (5815 msgs)
## Detected Drifts
- **message_length**: Messages 61% longer (baseline: 1088 chars → recent: 1749)
- **new_focus**: New dominant topics: security, ai_ml
- **declining_focus**: Topics fading from focus: proxmox, gitops
- **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 | 1088 | 1749 |
| Frustration rate | 4.0% | 7.8% |
| Correction rate | 6.9% | 11.2% |
| Action-first | 1.7% | 0.4% |
| Top topics | ceph, proxmox, k8s | security, backup, ai_ml |
| 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