Research-OS: Building a Recovery Engine for Dependency Hell

Dependency drift is the silent killer of ML reproducibility. Here’s how I turned a system meltdown into a robust environment management strategy. The Technical Breakdown: My "Canon Event" happened when a PDF parser install conflicted with my FAISS ve...