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An Agent Is Just LLM + Shell + Filesystem + Markdown + Cron
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Learning by Building, Part 3: Caltrain Bot, Local LLMs, and Reality
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Learning by Building, Part 2: Caltrain Bot, SQL with LLMs, and DSPy
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Learning by Building, Part 1: Caltrain Bot and the Theory-Practice Gap
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Rust Is Slowly Winning Me Over
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Base, Instruct, and Think LLMs: What's the Difference?
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Dimensionality Reduction Learning Path. Part I: Linear Dimensionality Reduction
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No More Hand-Waving: How Vector Embeddings Work
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Debugging C++ in VSCode, MacOS/LLVM/Clang edition
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Mathematics for Machine Learning
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Brief Detour Into UI Development