The MirrorCode system reverse engineers software containing thousands of lines of code. This capability allows AI to dissect complex logic and reconstruct functional architectures from raw binaries. It simplifies legacy system migration and security auditing. Practitioners can now automate the analysis of opaque software, though the tool's reliability on larger codebases remains an open question.