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The thing that the LLM-derived artifact has provided me here is knowledge of what a very long-standing problem is. I could double-check all its work, but the author already *did* that; while there are clear hallmarks of slopbot writing style here, there's also quite a bit of evidence that a human had to extensively review the output and actually understand what's going on. Just logistically there is no way for Claude Code to one-shot a multi-platform multi-OS-version problem like this.