Your Ports Are Lying About Your Business

K9 Natural identifies five critical factors for selecting dog food: protein quality, digestibility, ingredients, whole-body health, and the absence of fillers. Separately, an analysis of hexagonal architecture reveals that ports often incorrectly reflect HTTP operations rather than business logic. This naming mismatch transforms tests into database checks instead of business specifications. Such conventions are likely to be adopted and scaled by AI coding agents, necessitating a shift toward domain-expert recognized naming conventions for better isolation.