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A friend asked where to start with Vibe Coding. Two paths: start from work, or start from your digital identity. The prerequisite is that what you put out must be the real you—the internet has memory, and the old tweets dug up on Kevin Hart were from ten years ago.

Get banned on WeChat and you vanish from the worlds of thousands. Code leaks cost assets; portrait leaks cost you yourself. In the AI era, ownership of digital identity is more dangerous than you think.