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10.3The Feedback Loop Architecture
+-----------------+ +-----------------+ +-----------------+
| Test Results | | Production | | Incident |
| (CI/CD) | | Metrics | | Database |
+--------+--------+ +--------+--------+ +--------+--------+
| | |
+------------+--------------+------------+--------------+
| |
v v
+----------+----------+ +----------+----------+
| Correlation Engine | | AI Analysis |
| (statistical) | | (pattern matching) |
+----------+----------+ +----------+----------+
| |
+------------+--------------+
|
v
+----------+----------+
| Recommended Actions |
| - New tests needed |
| - Tests to retire |
| - Alert adjustments |
| - SLO refinements |
+---------------------+