Example: gradient descent, from intuition to implementation
A worked example connecting the geometry of optimization to a small, reproducible implementation of gradient descent.
The notebook
Writing
Ideas, experiments, and explanations at the intersection of code and curiosity.
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Example: a smaller architecture for a lasting technical blog
Why build-time rendering, version-controlled content, and static search make a practical architecture for technical publishing.
Example: test the invariants, not the implementation
A practical checklist for testing a static publication: protect unpublished work, validate navigation, and inspect the generated artifact.