Airbnb migrated from a Ruby on Rails monolith ("monorail") to a Service-Oriented Architecture with four layers: data services, derived services, middle-tier services, and presentation services. The migration used dual reads with response comparison for read paths and shadow databases for write paths to ensure correctness before

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The Rules of the GameThe SOA DesignThe MigrationLessons
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