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A reputation system does not exist in a vacuum; it is small machine in your larger application. There are a bunch of fine-grained connections between it and your various data sources, such as logs, event streams, identity db, entity db, and your high-performance data store. Connecting it will most likely require custom programming to connect the wires between your reputation engine and subsystems that were never connected before.
This step is often overlooked in scheduling, but it may take up a significant amount of your total project development time. There are usually small tuning adjustments that are required once the inputs are actually hooked up in a release environment. This chapter will help you understand how to plan for connecting the reputation engine to your application and what final decisions you will need to make about your reputation model.