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Notes on building production software with AI in the loop — what worked, what didn’t, and the systems that kept me in control.

  • AI-assisted engineering 6 min read

    How I built my portfolio with Claude Code

    The useful part wasn’t asking AI to write more code. It was giving it a smaller, clearer system to reason inside — then reviewing each decision before it shipped.

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