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Why a Single Interface for Multiple LLM Providers Is a Bad Design Decision

Why unified LLM abstractions fail and how modeling each LLM separately improves developer experience. A lesson in Domain-Driven Design from building Mozaik.

By Miodrag VilotijevićMozaik Blog
Why a Single Interface for Multiple LLM Providers Is a Bad Design Decision

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Originally published by Mozaik Blog on Mar 18, 2026.

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