Data flow scenarios — CCA-F Exam Prep

Data goes in. Something wrong comes out. Where did it break?

Every AI system has three stages: input (what goes into Claude), processing (what Claude does with it), and output (what comes back). Bugs can hide at any stage.

On the CCA-F exam, you will be asked to trace data through a system and identify where the failure occurred. This is not about knowing Claude's internals -- it is about understanding data flow.

Three systems. Three bugs. You are going to find all of them.