Mid-project update: Our comprehensive testing framework reveals that the common suspect for RAG non-reproducibility, the FAISS library, is surprisingly deterministic. The true culprits are more subtle: hardware differences and numerical precision. This discovery sharpens our focus on building tools for total environmental control.