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Dominik Schön
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# User Drift Report — 2026-08-17 # User Drift Report — 2026-08-24
**Recent window:** Last 14 days (1995 msgs) **Recent window:** Last 14 days (253 msgs)
**Baseline:** Previous 90 days (2078 msgs) **Baseline:** Previous 90 days (4727 msgs)
## Detected Drifts ## Detected Drifts
- **message_length**: Messages 62% longer (baseline: 870 chars → recent: 1408) - **message_length**: Messages 80% longer (baseline: 1120 chars → recent: 2017)
- **new_focus**: New dominant topics: galera - **new_focus**: New dominant topics: ai_ml, galera
- **declining_focus**: Topics fading from focus: ai_ml - **declining_focus**: Topics fading from focus: gitops, ceph
## Signal Summary ## Signal Summary
| Metric | Baseline | Recent | | Metric | Baseline | Recent |
|---|---|---| |---|---|---|
| Avg msg length | 870 | 1408 | | Avg msg length | 1120 | 2017 |
| Frustration rate | 3.5% | 5.9% | | Frustration rate | 4.0% | 8.3% |
| Correction rate | 7.4% | 8.3% | | Correction rate | 7.3% | 12.3% |
| Action-first | 0.8% | 3.8% | | Action-first | 1.8% | 2.0% |
| Top topics | ceph, proxmox, backup | ceph, proxmox, k8s | | Top topics | ceph, proxmox, k8s | galera, proxmox, k8s |
## Recommendations ## Recommendations