Beyond the Chatbot: Why Most "Agents" are Just Glorified Automation
OVERVIEW: Welcome to The Reasoning Show! We dig into one of the foundational building blocks of modern Generative AI, the AI Agent. So what is an AI Agent, and what do we need to think about for the next couple years? SHOW: 1007 SHOW TRANSCRIPT: The Reasoning Show #1007 Transcript SHOW VIDEO: https://youtu.be/4tdj0S0AyhM SHOW SPONSOR: VENTION - Ready for expert developers who actually deliver? Visit ventionteams.com SHOW NOTES: Topic 1 - We’re 3+ years into the Generative AI era. Why do you think AI Agents, or Agentic AI, is now getting so much attention? Topic 2 - If someone asked you to explain what an AI Agent is, how would you do that? Topic 3 - What are some of the core elements of AI Agents that you’re seeing impact how people think about and use agents? How to define tasks Languages and frameworks Ability to orchestrate multiple agents Human-in-the-Loop vs. Autonomous Other? Topic 4 - AI Agents are going to spark the great “how much should I pay for this?” discussion. Have you given this any thought yet? Topic 5 - How do you expect to use AI agents in your day-to-day work, and how do you expect this to impact Enterprise businesses? ESSENTIAL READING Building Effective Agents" by Anthropic : designing agents with tools, memory, reasoning loops A Comprehensive Review of AI Agents : how agents perceive, reason, decide, act Top 20 AI Agent Concepts You Should Know : covering ReAct, Chain of Thought, memory types AI Agents in Action: Foundations for Evaluation and Governance : structured foundation for safety aspects of agent deployment Essential Viewing AI Agentic Design Patterns w/ AutoGen : build autonomous agents that use tools AI Agent Systems w/ crewAI : orchestrating teams of agents LangGraph Course : how to build stateful, reliable agents Frameworks & Tools LangGraph : standard for complex, stateful agents (nodes, edges, loops) CrewAI : Best for structured task delegation and multi-agent collaboration AutoGen : Microsoft's framework for multi-agent conversational systems Model Context Protocol (MCP) : standard for connecting agents, tools, data n8n : no-code/low-code visual agent building FEEDBACK? Email: show @ the enterprise ai show dot come Bluesky: @TheEntAIShow.bsky.social Twitter/X: @TheEntAIShow Instagram: @TheEntAIShow