•1 min read•from Analytics Vidhya
Agentic AI vs AI Automation: What’s the Real Difference?

This scene is playing out across engineering teams everywhere. Someone wraps a few LangChain calls inside a loop, adds a couple of tools, and proudly declares, “We’ve built an AI agent.” The demo looks great. Everyone is impressed. Then it goes to production. The first unexpected input arrives. The workflow breaks. Logs fill up. Alerts start firing. […]
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