Understand the plumbing
The notebook goes deeper than a recipe. It examines render paths, graph indexes, domain boundaries, design patterns, and tools. Record the version, reproduction, expectation, observation, and limit of a conclusion.
Evidence over impressive language
A source-code explanation should name the actual revision and mechanism examined. A benchmark needs a workload, environment, method, and measured result. An AI-generated hypothesis remains a hypothesis until tested.
Open the notebook to follow investigations and browse the maintained resource directory.