SIE.10:8 - Common Anti-Patterns and How to Avoid Them

Anti-pattern	Repair
Valid schema, therefore valid integration	Test meanings, relations, identity, composition, mappings, provenance, quality, and receiving Work separately.
One quality/confidence score	Record layer-specific evidence and categorical dispositions; preserve hard stops.
Happy-path demonstration	Add negative, boundary, unlike, changed-source, stale, conflict, and failure cases.
Provenance completeness means truth	Test the source claim and receiving adequacy; provenance only makes derivation inspectable.
High alignment benchmark score	Validate local endpoint relations and use loss against representative cases.
All-or-nothing readiness	A known defect can finish a bounded failure. A positive subset result requires the contract’s permission and all premises on which that subset relies.
Semantic validation authorizes release	Return the account to the actual engineering, quality, safety, legal, or application authority.