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Dominik Schön
2026-09-21 22:00:43 +00:00
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concepts/user-drift-report.md
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# User Drift Report — 2026-09-14
# User Drift Report — 2026-09-21
**Recent window:** Last 14 days (732 msgs)
**Baseline:** Previous 90 days (5815 msgs)
**Recent window:** Last 14 days (1369 msgs)
**Baseline:** Previous 90 days (6187 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
- **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 | 1118 | 1697 |
| Frustration rate | 4.2% | 4.4% |
| Correction rate | 7.0% | 8.5% |
| Action-first | 1.6% | 0.3% |
| 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