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SIE.1:8 - Common Anti-Patterns and How to Avoid Them
| Anti-pattern | Repair |
| “Integrate all enterprise data.” | Name one receiver and the smallest source cut that can change one use. |
| “The knowledge graph is the deliverable.” | State the receiving answer and treat graph materialization as one later realization option. |
| “No information loss.” | Name the distinctions and tests; unlimited preservation is not an operational contract. |
| “Real time.” | State a measurable currentness and latency condition for the use. |
| “Single source of truth.” | Name source, identity, and value authorities and the claims each may establish. |
| “Every test must return a row.” | Define legitimate unmatched, incompatible, unavailable, and stop branches. |