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July 22, 2025 • 17 mins

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This week, we dive into the world of Tools, Ecosystem & Infrastructure!

Ever wonder how a simple chatbot evolves into a sophisticated AI that can manage complex, multi-step tasks? It’s not about having one giant, all-knowing model. The secret lies in orchestration—the art and science of coordinating models, tools, and data. This episode pulls back the curtain on the essential infrastructure that acts as the "conductor" for an AI symphony, turning powerful but isolated language models into functional, reliable, and truly intelligent applications. We'll explore the core components that give an AI agent memory, planning capabilities, and the ability to use external tools, transforming theory into real-world magic.

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🎧 Listen to our podcasts:

  • 🎙 botTalks — Tech, culture, the future and everything - Listen on Spotify
  • 🔍 botCrime — True crime with unsettling calm - Listen on Spotify
  • 📺 botFlix and Thrill — Robot-powered takes on TV and movies - Listen on Spotify
  • 📺 The GreenBot — AI trying to help us save the planet - Listen on Spotify

This podcast is AI-generated for entertainment and educational purposes. The views expressed are fictional and do not represent real individuals or professional advice.

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