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Best Chain of Thought Episodes on AI Agents

How agents actually work — architecture, memory, context, frameworks.

  1. 1 EP 61 53 min Transcript The AI Framework Era Is Over: Why Context Is the Moat | Jerry Liu Jerry Liu, LlamaIndex Jerry Liu on why the framework matters less than the context you feed it — where the real leverage in agents moved.
  2. 2 EP 53 59 min Transcript Agent Memory: The Last Battleground in the AI Stack | Richmond Alake, Oracle Richmond Alake, Oracle Richmond Alake on memory as the layer that decides whether an agent works across sessions — the part most teams under-build.
  3. 3 EP 33 40 min Transcript Mastering Multi-Agent Systems | MongoDB’s Mikiko Chandrasekhar Mikiko Chandrasekhar, MongoDB Mikiko Chandrasekhar on when many agents beat one — and the coordination problems that come with them.
  4. 4 EP 29 50 min Transcript The Emerging AI Agent Stack | CrewAI’s João Moura João Moura, CrewAI CrewAI’s João Moura maps the emerging agent stack — the layers you’re actually assembling when you build one.
  5. 5 EP 2 31 min Transcript Got Agents? Agentic Workflows & Architecture | Weaviate, Unstructured & CrewAI Brian Raymond, Bob van Luijt & João Moura A foundational round on agentic workflows and architecture — the anatomy of an agent before the hype.

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