A note-taking method popularized by Andrej Karpathy is turning dormant personal archives into living knowledge bases, with practitioners reporting that thousands of neglected notes can be revived into an automatically maintained wiki over a single weekend. The approach pairs the local Markdown app Obsidian with Anthropic's agentic coding tool Claude Code, and one widely shared example described converting 8,294 idle notes into a searchable, self-updating system.
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