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F16: persist last_model_key in sleep state and warn at cycle start when the backend/model changed since the previous night (skill text may not transfer). F12: correct docs to say replay isolation varies by backend. F08: emit a DeprecationWarning when API keys are passed via train.py CLI args, pointing to env vars / managed identity. Adds tests for the state roundtrip, the warning conditions, and the CLI deprecation warning.