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Short, structured writing on building products with care, balancing academic pressure, and delivering work that actually moves metrics.
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Essays, playbooks, and execution notes.
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AI, product, leadership, and studies.
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A deeper look at systems, lessons, and frameworks you can reuse.
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Vibe coding is real but it's not a free pass. Here's a practical workflow to build fast with AI while still protecting correctness, security, and maintainability.
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Research-backed notes, campus learnings, and shipping stories.
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Fast reads built for busy schedules.
