The Digital Archaeology Experiment
We all have that one folder. The one labeled “v1_final_do_not_touch_2016.” It is a sprawling ecosystem of spaghetti code, global variables, and comments that simply read // I am sorry. In an era of large language models (LLMs), we often hear about AI writing boilerplate, but can it actually perform digital archeology?
I decided to feed my most “haunted” legacy script — a 2,000-line monolith responsible for processing data — into a hypothetical next-generation model, Gemini 3. The goal wasn’t just to see if it could fix the bugs, but to see if it could transform a maintenance nightmare into a modern, scalable architecture.