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Framework choice matters less than the retrieval, citation, and evaluation practices built around it.

More context can increase capability while quietly increasing latency, cost, and opportunities for confusion.

A model context protocol gives software a consistent way to expose tools and resources to AI systems.

Model routing is the practice of choosing among models based on the request, required quality, latency, or cost.