The Leiden Algorithm: How GraphRAG Finds Order Inside Knowledge Graphs
From modularity and Louvain's disconnected-communities bug to Leiden's refinement phase, and why GraphRAG bets on it.
Notes I write to think more clearly, mostly on systems and performance. RSS · Atom.
From modularity and Louvain's disconnected-communities bug to Leiden's refinement phase, and why GraphRAG bets on it.
Cache locality, branch prediction, why the stack is cheap, what optimization flags actually do, and why the size of a variable matters. Notes on the gap between source and silicon.
const, const_cast, constexpr, consteval, constinit. What each one promises, how the compiler sees it, and when work moves from runtime to compile time.
How SIMD-Within-A-Register turns ordinary 64-bit integers into 8-lane parallel byte processors.
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