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AFL++ is built for coverage-guided fuzzing: it mutates inputs, checks whether execution reaches new paths, and supports source-available, binary-only, network, and GUI targets. Its afl-cc compiler offers LTO, LLVM, and GCC_PLUGIN instrumentation, while collision-free coverage, AFLfast++ schedules, MOpt, laf-intel, and redqueen extend mutation and coverage work. Crash triage, CI/CD support, local execution, and Docker images for x86_64 and arm64 round out a workflow spanning…