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OPS.15:8 - Common Anti-Patterns and How to Avoid Them
| Misuse | Working repair |
| Use completed-only data to describe every due request. | Recover the due population and retain overdue open work in the service denominator. |
| Join every event to one arbitrary case identifier. | Preserve the actual relationships among requests, attempts, configurations and accepted results. |
| Add a second dashboard to reconcile a definition conflict. | Resolve the differing populations, dates or meanings before choosing a presentation. |
| Treat a current file as current evidence. | Recover the observation time and the conditions under which it remains applicable. |
| Collect every unresolved detail before making any decision. | Test whether its possible values can change this choice, while preserving other necessary uses. |
| Infer the cause of a failure from a descriptive difference. | Use the account to frame the causal question and obtain the appropriate investigation result. |