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What is an Abstraction Layer?

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Engineering Notes · AI Systems

The database ORM functions as a clean abstraction layer, separating raw SQL queries from our frontend views.

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An abstraction layer is an interface that exposes a simplified model of a subsystem while concealing implementation detail, enabling separation of concerns, interchangeability of underlying components, and stable contracts between system strata. Canonical instances include operating-system hardware abstraction, object-relational mappers over SQL, and service APIs. Principal costs comprise performance overhead, reduced transparency, and abstraction leakage, wherein underlying details re-emerge under failure or performance-critical conditions.

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