A structured learning process now exists for dissecting new open-weight model releases. The workflow focuses on mapping LLM architectures through a systematic review of technical reports and weight analysis. It streamlines how developers internalize complex model changes. Practitioners can use this method to quickly evaluate performance gains without reading every academic paper.