Multi-agent infrastructure must be promoted consistently through development, test, acceptance, and production. Which practice best supports control?

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  1. Versioned infrastructure and configuration with environment-specific parameters and authorized promotion
  2. Let every test automatically overwrite production
  3. Manual changes remembered by one developer
  4. Use the production secret store anonymously

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