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

2025-07-29 · 46 min · episode 741 · 16 entities

episode page audio

Asserted relationships

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    Context Engineering for Productive AI Agents with Filip Kozera - #741
  • → hosted by Sam Charrington person
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    Feed author/publisher: Sam Charrington
  • → works at Wordware company
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    CEO of Wordware
  • → works at Wordware company
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    CEO of Wordware
  • → discusses Science concept
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    Feed category: Science
  • → discusses Technology company
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  • → discusses News concept
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  • → discusses Tech News concept
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    Feed category: Tech News
  • → hosted by TWIML company
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    Feed author/publisher: TWIML

Entities found in this episode

companys 7

  • mentioned TWIML company
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    Feed author/publisher: TWIML
  • mentioned Wordware company
    0.62
    evidence rules-v4
    CEO of Wordware
  • mentioned Technology company
    0.50
    evidence rules-v4
    Feed category: Technology
  • works at Wordware company
    0.50
    evidence rules-v4
    CEO of Wordware
  • works at Wordware company
    0.50
    evidence rules-v4
    CEO of Wordware
  • discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
  • hosted by TWIML company
    0.40
    evidence rules-v4
    Feed author/publisher: TWIML

concepts 5

  • mentioned Science concept
    0.50
    evidence rules-v4
    Feed category: Science
  • mentioned Tech News concept
    0.50
    evidence rules-v4
    Feed category: Tech News
  • discusses Science concept
    0.40
    evidence rules-v4
    Feed category: Science
  • discusses News concept
    0.40
    evidence rules-v4
    Feed category: News
  • discusses Tech News concept
    0.40
    evidence rules-v4
    Feed category: Tech News

persons 3

  • mentioned Filip Kozera person
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    evidence rules-v4
    Context Engineering for Productive AI Agents with Filip Kozera - #741
  • mentioned Sam Charrington person
    0.70
    evidence rules-v4
    Feed author/publisher: Sam Charrington
  • hosted by Sam Charrington person
    0.55
    evidence rules-v4
    Feed author/publisher: Sam Charrington

podcasts 1

Episode description as stored
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 how developers can extend them to handle the required context and authority. The conversation challenges the idea that more powerful models lead to more autonomous agents, arguing instead for "graceful recovery" systems that proactively bring humans into the loop when the agent "knows what it doesn't know." We also get into the "application layer" fight, exploring how SaaS platforms are creating data silos and what this means for the future of interoperable AI agents. Filip also shares his vision for the "word artisan"—the non-technical user who can now build and manage a fleet of AI agents, fundamentally changing the nature of knowledge work. The complete show notes for this episode can be found at https://twimlai.com/go/741.