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American fuzzy lop is a fuzzer that uses compile-time instrumentation and genetic algorithms. It can perform fuzzing with high code coverage in an efficient way, and with essentially no configuration.

The WinAppDbg python module allows developers to quickly code instrumentation scripts in Python under a Windows environment. It uses ctypes to wrap many Win32 API calls related to debugging, and provides an object-oriented abstraction layer to manipulate threads, libraries and processes, attach ... [More] your script as a debugger, trace execution, hook API calls, handle events in your debugee and set breakpoints of different kinds (code, hardware and memory). Additionally it has no native code at all, making it easier to maintain or modify than other debuggers on Windows. [Less]