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A 30-day deep dive into the AI agent ecosystem reveals that most so-called startups are just prompt chains or API wrappers, while open-source tools enable solo developers to rival venture-backed companies. The next winners will focus on memory, reliability, and execution, leading to the rise of autonomous workflows and 'AI employees' within 18 months.