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AI & Enterprise

Karpathy reveals how to build a personal AI knowledge base with three folders

Andrej Karpathy, known for proposing the concept of “vibe coding,” has shared a method for building a personal knowledge base using AI. His approach requires no special software or database, relying instead on three folders and a text “schema” file. Users collect materials in a raw folder, have AI rewrite them into wiki files, and store AI-generated answers in outputs. Karpathy recommends monthly checks to catch errors.

AI & Enterprise

Claude Code security flaw found days after source code leak

A critical security vulnerability has been found in Claude Code days after its source code was leaked. SecurityWeek reported the incident began when Anthropic distributed a debugging JavaScript source map to the npm repository during a Claude Code v2.1.88 update. Researcher Chaofan Shou (차오판 쇼우) shared the discovery on X, prompting analysis by developers worldwide. Adversa AI said it found a separate flaw that could allow bypassing command-blocking rules via prompt injection.

AI & Enterprise

Markdown document format gains traction as government, companies adopt it amid AI expansion

Markdown, a lightweight markup language, is drawing attention as a document format suited to the AI era, with adoption spreading from private companies to government agencies. It uses simple symbols to structure text and can be saved as plain .md files. Industry participants cite its AI-friendliness, saying it reduces the need for parsers and can save resources in AI processing and document exchange between agents.