The MirrorCode system reverse engineers software containing thousands of lines of code. This capability allows AI to reconstruct logic from compiled binaries without source access. It simplifies vulnerability research and legacy system analysis. Practitioners can now automate the auditing of closed-source software to identify hidden bugs or security flaws more efficiently.