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Interface architecture is the real bottleneck in model platform scale.

Most production failures blamed on model quality are actually contract failures. Teams integrate fast with provider SDKs, then lose control when semantics drift across retries, metadata channels, and transport assumptions.

MIG addresses this by forcing an explicit capability contract between client and execution runtime. Once that contract is the control point, platform teams can change providers or transports without forcing every application to relearn the integration surface.

This architecture shift turns interface decisions into governed assets. Reliability, auth context, and audit details become part of the API itself rather than informal conventions scattered in services.