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    Artwork for The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
    Episode

    Context Engineering for Productive AI Agents with Filip Kozera - #741

    The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) · Jul 29, 2025 · 46 min
    Episode page

    In this episode, Filip Kozera, founder and CEO of Wordware, explains his approach to building agentic workflows where natural language serves as the new programming interface. Filip breaks down the architecture of these "background agents," explaining how they use a reflection loop and tool-calling to execute complex tasks. He discusses the current limitations of agent protocols like MCPs and…

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