This guide outlines a specific technical process for dissecting new open-weight model releases. It prioritizes analyzing model cards and architecture diagrams over marketing claims. Practitioners can use this framework to identify structural changes in attention mechanisms or tokenization. It transforms a chaotic reading process into a repeatable research habit for developers.