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The existing process tests prove chat routing and model transfer, but file-bearing backend operations rely on in-process coverage. Define the binary deployment shape, feature inventory, fixture contract, master baseline, and CI repair boundary before implementation. Assisted-by: Codex:GPT-5 [apply_patch] [exec_command]