Manually Guided Fuzzing represents a paradigm shift in smart contract security testing. Rather than relying on automated heuristics, testers write their own fuzz test code. This incremental, hands-on approach—especially when combined with AI—raises the quality of security checks and enables more efficient vulnerability discovery. Participants of the workshop learn to write their own fuzz tests.