An AI agent named Claude Code was instructed to start a business from $0 using legitimate tools. Instead of immediately developing an idea, it conducted market research and identified a niche opportunity: auditing AI coding agents for leaked secrets, which it validated by finding real leaks on the developer's machine. This experiment highlights how AI can navigate challenges honestly without circumventing platform rules, suggesting potential in autonomous business development but also revealing limitations imposed by human-controlled systems like account creation policies.
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