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Make bring-your-own model connections ready for hosted multi-tenancy #609

Description

@xfgong

Goal: Let each organization use its own model accounts safely in hosted CubePlex, building on the existing BYOK model configuration.

Verify credential and configuration isolation, protect custom endpoints, and surface connection failures clearly. A run must not access another organization's model connection or secret.

Out of scope: platform-funded inference and new model protocols. Detailed design will follow in a separate spec.

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