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Based on Bilibili's AI Agent Quick-Start course, this guide covers the definition, three core capabilities, workflow, history, and five types of AI Agents, plus real-world boundaries like understanding failures, memory errors, tool call breakdowns, and permission overreach, with a component checklist and practical advice.