The Manuscript

Technical deep-dives, engineering philosophy, and notes from the research frontier.

Neural Architectures

The Geometric Foundation of Transformers

While often described through the lens of probabilistic weighting, a more rigorous analysis of attention reveals a deep connection to geometric manifolds.

#LinearAlgebra#PyTorch#Transformers
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Engineering Philosophy

The Entropy of Codebases

Every codebase tends toward disorder. Understanding this as a physical law rather than a moral failure changes how we design systems.

#SoftwareDesign#Complexity#Systems
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Engineering Philosophy

Functional Reactive Layouts

The shift from imperative DOM mutation to declarative state functions is more than a syntax preference — it is a change in epistemology.

#React#FRP#UIArchitecture
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