Manually Guided Fuzzing, powered by the Wake Framework, combines human direction with automated testing to target vulnerabilities in smart contracts efficiently. Testers define invariants (rules that must hold) and guide specific flows, like token transfers, while the fuzzer runs targeted checks. This method optimizes resource use and ensures deeper, faster vulnerability detection.