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technologyJan 30, 202621:49pending

Stop Prompting - Start Context Engineering

About this episode

Most people think better AI results come from better prompts. This episode proves why that’s wrong.

Professor GePhardT introduces Context Engineering, the missing skill that transforms AI from a confused parrot into a capable collaborator. Through relatable metaphors, real business examples, and a deliciously British cake analogy, you’ll learn how shaping an AI’s environment matters more than clever wording.


You’ll discover:

  • Why prompt engineering alone fails
  • How context helps AI understand intent
  • The difference between guessing and knowing
  • A real telecom case where context fixed customer support
  • How to apply context engineering in everyday AI use



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Quotes from the Episode

  • “Prompt engineering is asking nicely. Context engineering is setting the stage.”
  • “Without context, AI is guessing. With context, it understands intent.”
  • “Context turns AI from a parrot into a collaborator.”


Chapters

00:00 Why Prompts Alone Are Not Enough

04:12 What Context Engineering Really Means

10:25 Understanding Intent Through Context

18:40 Context Engineering vs Prompt Engineering

25:10 Telco Case Study

35:20 The Cake Example

44:00 Final Takeaways



About Dietmar Fischer

Dietmar is a podcaster and AI marketer from Berlin. If you want to know how to get your AI or your digital marketing going, just contact him at argoberlin.com




Music credit: “Modern Situations” by Unicorn Heads 🎵


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Stop Prompting - Start Context Engineering

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