MirrorCode: Opus 4.7 reimplemented a program from CLI access alone — 14h, $251, vs an estimated 2–17 weeks for a human

The benchmark is the interesting part. Models get no source code and no web access — only the ability to run the target program and observe input/output. A full reimplementation means devising the whole structure yourself, not translating code piece by piece.


This is a companion discussion topic for the original entry at https://www.reddit.com/r/LocalLLM/comments/1v8doue/mirrorcode_opus_47_reimplemented_a_program_from/