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Dominik Schön
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# User Drift Report — 2026-08-24
# User Drift Report — 2026-08-31
**Recent window:** Last 14 days (253 msgs)
**Baseline:** Previous 90 days (4727 msgs)
**Recent window:** Last 14 days (382 msgs)
**Baseline:** Previous 90 days (5490 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
- **message_length**: Messages 41% longer (baseline: 1083 chars → recent: 1531)
- **new_focus**: New dominant topics: ai_ml, galera, security
- **declining_focus**: Topics fading from focus: gitops, ceph, k8s
## 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 |
| Avg msg length | 1083 | 1531 |
| Frustration rate | 4.0% | 6.0% |
| Correction rate | 6.8% | 8.9% |
| Action-first | 1.7% | 0.0% |
| Top topics | ceph, proxmox, k8s | security, galera, ai_ml |
## Recommendations