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Forward complete upstream model objects and client versions without rebuilding metadata. Keep account-scoped catalogs in a bounded, coalesced cache with explicit invalidation and preserve model aliases without mixing fields. Cover service tiers, native metadata, account isolation, cache behavior, and failure handling with regression tests; document the catalog contract. Co-authored-by: Codex <noreply@openai.com>