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Kaya Blog · Journal
Notes, grouped by subject.
The journal is Kaya's blog collection: practical writing on blockchain systems, frontend engineering, developer workflows, and the mental models behind them.
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Shell Pipes Explained: How `|` Works in the Command Line
A practical guide to the pipe operator `|`: how it connects commands, common patterns, and useful examples.
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Walk through a P2PKH example step by step and watch the stack evolve.
From inputs to outputs: how scripts are combined, executed, and validated by nodes.
From P2PKH to Taproot: the standard templates and what problems they solve.
From UTXO to Script: the stack model, locking/unlocking scripts, and essential opcodes.
A quick comparison of common sorting algorithms with a built-in visualizer component for bubble and insertion sort.
A concise yet complete guide to the Kalman filter: intuition, state-space model, core update equations, implementation tips, and common applications.
Compare pnpm, Yarn, and npm: core similarities, key differences, pros/cons, and basic usage with commands.