Trail of Bits detailed the technical process of integrating the LibAFL fuzzing engine into Ruzzy, their coverage-guided fuzzer for Ruby. The integration required resolving ELF linker constraints with .preinit_array sections and adjusting shared object loading to satisfy LibAFL's strict coverage map initialization requirements.