A good capstone proves judgment, not just implementation.
Define the threat model
The project should say which bot class it addresses, which assumptions it makes, and which evidence would falsify the approach.
Show the tradeoffs
Detection strength, false positives, user friction, and operational cost all belong in the final evaluation.
Package responsibly
Public deliverables should teach the method without exposing reckless bypass details or production secrets.