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- Validate custom model ID is non-empty (loop until valid input) - Warn on unknown DATABASE_BACKEND env var before defaulting to Postgres - Force re-selection when llm_backend contains unknown provider value - Use ok_or_else for proper String error type in google-sheets Co-Authored-By: Claude Opus 4.6 <[email protected]>