The MirrorCode system reverse engineers software containing thousands of lines of code. This capability allows AI to reconstruct logic from compiled binaries without original source files. It simplifies legacy system migration and security auditing. Developers can now automate the analysis of opaque software architectures to identify vulnerabilities or optimize performance in existing codebases.