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Dominik Schön
2026-08-17 22:00:52 +00:00
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concepts/user-drift-report.md
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# User Drift Report — 2026-08-13
# User Drift Report — 2026-08-17
**Recent window:** Last 14 days (3453 msgs)
**Baseline:** Previous 90 days (1973 msgs)
**Recent window:** Last 14 days (1995 msgs)
**Baseline:** Previous 90 days (2078 msgs)
## Detected Drifts
- **message_length**: Messages 41% longer (baseline: 863 chars → recent: 1214)
- **new_focus**: New dominant topics: gitops
- **message_length**: Messages 62% longer (baseline: 870 chars → recent: 1408)
- **new_focus**: New dominant topics: galera
- **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% |
| Avg msg length | 870 | 1408 |
| Frustration rate | 3.5% | 5.9% |
| Correction rate | 7.4% | 8.3% |
| Action-first | 0.8% | 3.8% |
| Top topics | ceph, proxmox, backup | ceph, proxmox, k8s |
## Recommendations