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SYSE.37:8 - Common Anti-Patterns and How to Avoid Them
| Misuse | Repair |
| Copy 14.4 into every alert. | Derive the threshold from the actual objective, window and response need. |
| Treat no samples as no failures. | Detect the observation gap and apply its own response. |
| Reduce noise by adding unrelated successful traffic. | Preserve the task population and repair the response fit instead. |
| Declare a rule operational after a test email arrives. | Exercise the risk predicate, delivery and actual available action. |