Auto-sync: 2026-08-13

2026-08-13 22:00:16 +00:00
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+# User Drift Report — 2026-08-13
+
+**Recent window:** Last 14 days (3453 msgs)
+**Baseline:** Previous 90 days (1973 msgs)
+
+## Detected Drifts
+
+- **message_length**: Messages 41% longer (baseline: 863 chars → recent: 1214)
+- **new_focus**: New dominant topics: gitops
+- **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% |
+| Top topics | ceph, proxmox, backup | ceph, proxmox, k8s |
+
+## Recommendations
+
+- Consider adding domain knowledge for new focus areas