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Notes from an Impatient Innovator · Aug 18, 2026 · Piyanka Jain

Ep. 08: Here's When You Actually Need an Agent (And When You Don't)

AI agents are everywhere. But most workflows don't actually need one.

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What's interesting

  • Features Shanti Greene as a guest
  • Features Anshul Chawla as a guest
  • Discusses Agentic AI
  • Discusses LLM
  • Discusses Machine Learning

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Agentic AI LLM Machine Learning Eval harnesses Agentic AI architectures Deterministic workflows vs agents LLM cost optimization Token optimization Model selection Eval harnesses Open-source AI On-premise AI

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Shanti Greene Anshul Chawla

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Shanti Greene Anshul Chawla

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