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    Context Engineering: Beyond Perfect Prompts

    31 min
    |
    26 sources
    |
    19 févr. 2026
    AITechnologyBusiness

    Discover why crafting perfect prompts is obsolete and learn context engineering - the new framework for controlling how AI systems build their information ecosystem and deliver reliable results.

    Context Engineering: Beyond Perfect Prompts

    Cette leçon audio a été créée par un membre de la communauté BeFreed

    Question posée

    I want to learn context engineering data analysis and problem solving

    Voix des présentateurs
    Lenaplay
    Milesplay
    Style d'apprentissage
    Approfondi
    Sources de connaissances
    Think Like a Freak
    How to Measure Anything
    The Design Thinking Workbook
    Design thinking
    Super Thinking: The Big Book of Mental Models
    The Art of Statistics

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    Points clés

    1

    Beyond Perfect Prompts

    0:00

    **Lena:** Hey Miles, I've been wrestling with something that's been bugging me about AI tools. I spend forever crafting the perfect prompt, get it just right, and then... the AI goes off and searches 500 websites I never told it to look at. Like, what's even happening there?

    0:15

    **Miles:** Oh, that's exactly the shift everyone's missing! You know what's wild? When Claude does that massive search, your carefully crafted prompt becomes maybe 0.1% of what it's actually processing. We're not doing prompt engineering anymore - we're doing context engineering.

    0:32

    **Lena:** Wait, so all that time I spent perfecting my prompts is basically... irrelevant?

    0:36

    **Miles:** Not irrelevant, but it's like you're trying to steer a ship by polishing the compass while ignoring the ocean currents. The real game is understanding how AI systems build their entire information ecosystem - not just what you tell them, but what they discover, retrieve, and synthesize on their own.

    0:52

    **Lena:** That's fascinating! So we need to think bigger than just the prompt itself.

    0:58

    **Miles:** Exactly! And here's the thing - most people have no idea this fundamental shift is happening. So let's break down what context engineering actually means and why it's become the secret weapon for getting reliable results from AI.

    2

    The Entropy Reduction Framework

    3

    The Context Collection Challenge

    4

    Dynamic Context Generation

    5

    Hierarchical Context Compression

    6

    Context Structuring and Memory Architectures

    7

    Agentic Context Engineering

    8

    Implementation Patterns and Optimization

    9

    Evaluation and Continuous Improvement

    10

    Your Context Engineering Playbook

    11

    The Future of Intelligent Systems

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