BeFreed
    Categories>AI>Context Engineering: Beyond Perfect Prompts

    Context Engineering: Beyond Perfect Prompts

    31分
    |
    26個のソース
    |
    2026年2月19日
    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    Discover why crafting perfect prompts is obsolete and learn context engineering - the new framework for controlling how AI systems build their information ecosystem and deliver reliable results.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

    このオーディオレッスンはBeFreedコミュニティメンバーが作成しました

    質問を入力

    I want to learn context engineering data analysis and problem solving

    ホストの声
    Lenaplay
    Milesplay
    学習スタイル
    ディープ
    知識ソース
    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

    コロンビア大学卒業生がサンフランシスコで開発

    BeFreedは20万人以上の好奇心旺盛な仲間が集うグローバルコミュニティ
    BeFreedがウェブ上でどのように話題になっているかをもっと見る

    "Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

    @Moemenn
    platform
    star
    star
    star
    star
    star

    "I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

    @Chloe, Solo founder, LA
    platform
    comments
    12
    likes
    117

    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

    @Raaaaaachelw
    platform
    star
    star
    star
    star
    star

    "Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

    @Matt, YC alum
    platform
    comments
    12
    likes
    108

    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

    @Erin, Investment Banking Associate , NYC
    platform
    comments
    254
    likes
    17

    "Feels effortless compared to reading. I’ve finished 6 books this month already."

    @djmikemoore
    platform
    star
    star
    star
    star
    star

    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

    @Pitiful
    platform
    comments
    96
    likes
    4.5K

    "BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

    @SofiaP
    platform
    star
    star
    star
    star
    star

    "BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

    @Jaded_Falcon
    platform
    comments
    201
    thumbsUp
    16

    "It is great for me to learn something from the book without reading it."

    @OojasSalunke
    platform
    star
    star
    star
    star
    star

    "The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

    @Leo, Law Student, UPenn
    platform
    comments
    37
    likes
    483

    "Makes me feel smarter every time before going to work"

    @Cashflowbubu
    platform
    star
    star
    star
    star
    star

    コロンビア大学卒業生がサンフランシスコで開発

    BeFreedは20万人以上の好奇心旺盛な仲間が集うグローバルコミュニティ
    BeFreedがウェブ上でどのように話題になっているかをもっと見る

    "Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

    @Moemenn
    platform
    star
    star
    star
    star
    star

    "I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

    @Chloe, Solo founder, LA
    platform
    comments
    12
    likes
    117

    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

    @Raaaaaachelw
    platform
    star
    star
    star
    star
    star

    "Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

    @Matt, YC alum
    platform
    comments
    12
    likes
    108

    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

    @Erin, Investment Banking Associate , NYC
    platform
    comments
    254
    likes
    17

    "Feels effortless compared to reading. I’ve finished 6 books this month already."

    @djmikemoore
    platform
    star
    star
    star
    star
    star

    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

    @Pitiful
    platform
    comments
    96
    likes
    4.5K

    "BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

    @SofiaP
    platform
    star
    star
    star
    star
    star

    "BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

    @Jaded_Falcon
    platform
    comments
    201
    thumbsUp
    16

    "It is great for me to learn something from the book without reading it."

    @OojasSalunke
    platform
    star
    star
    star
    star
    star

    "The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

    @Leo, Law Student, UPenn
    platform
    comments
    37
    likes
    483

    "Makes me feel smarter every time before going to work"

    @Cashflowbubu
    platform
    star
    star
    star
    star
    star

    "Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

    @Moemenn
    platform
    star
    star
    star
    star
    star

    "I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

    @Chloe, Solo founder, LA
    platform
    comments
    12
    likes
    117

    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

    @Raaaaaachelw
    platform
    star
    star
    star
    star
    star

    "Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

    @Matt, YC alum
    platform
    comments
    12
    likes
    108

    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

    @Erin, Investment Banking Associate , NYC
    platform
    comments
    254
    likes
    17

    "Feels effortless compared to reading. I’ve finished 6 books this month already."

    @djmikemoore
    platform
    star
    star
    star
    star
    star

    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

    @Pitiful
    platform
    comments
    96
    likes
    4.5K

    "BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

    @SofiaP
    platform
    star
    star
    star
    star
    star

    "BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

    @Jaded_Falcon
    platform
    comments
    201
    thumbsUp
    16

    "It is great for me to learn something from the book without reading it."

    @OojasSalunke
    platform
    star
    star
    star
    star
    star

    "The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

    @Leo, Law Student, UPenn
    platform
    comments
    37
    likes
    483

    "Makes me feel smarter every time before going to work"

    @Cashflowbubu
    platform
    star
    star
    star
    star
    star

    "Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

    @Moemenn
    platform
    star
    star
    star
    star
    star

    "I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

    @Chloe, Solo founder, LA
    platform
    comments
    12
    likes
    117

    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

    @Raaaaaachelw
    platform
    star
    star
    star
    star
    star

    "Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

    @Matt, YC alum
    platform
    comments
    12
    likes
    108

    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

    @Erin, Investment Banking Associate , NYC
    platform
    comments
    254
    likes
    17

    "Feels effortless compared to reading. I’ve finished 6 books this month already."

    @djmikemoore
    platform
    star
    star
    star
    star
    star

    "BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

    @Pitiful
    platform
    comments
    96
    likes
    4.5K

    "BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

    @SofiaP
    platform
    star
    star
    star
    star
    star

    "BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

    @Jaded_Falcon
    platform
    comments
    201
    thumbsUp
    16

    "It is great for me to learn something from the book without reading it."

    @OojasSalunke
    platform
    star
    star
    star
    star
    star

    "The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

    @Leo, Law Student, UPenn
    platform
    comments
    37
    likes
    483

    "Makes me feel smarter every time before going to work"

    @Cashflowbubu
    platform
    star
    star
    star
    star
    star
    1.5K Ratings4.7
    今すぐ学習の旅を始めよう
    BeFreed App
    BeFreed

    なんでも、あなた向けに学ぶ

    DiscordLinkedIn
    注目の書籍要約
    Crucial ConversationsThe Perfect MarriageInto the WildNever Split the DifferenceAttachedGood to GreatSay Nothing
    人気のカテゴリ
    Self HelpCommunication SkillRelationshipMindfulnessPhilosophyInspirationProductivity
    著名人の読書リスト
    Elon MuskCharlie KirkBill GatesSteve JobsAndrew HubermanJoe RoganJordan Peterson
    受賞作品コレクション
    Pulitzer PrizeNational Book AwardGoodreads Choice AwardsNobel Prize in LiteratureNew York TimesCaldecott MedalNebula Award
    注目のトピック
    ManagementAmerican HistoryWarTradingStoicismAnxietySex
    年別ベストブック
    2025 Best Non Fiction Books2024 Best Non Fiction Books2023 Best Non Fiction Books
    注目の著者
    Chimamanda Ngozi AdichieGeorge OrwellO. J. SimpsonBarbara O'NeillWinston ChurchillCharlie Kirk
    BeFreed vs 他のアプリ
    BeFreed vs. Other Book Summary AppsBeFreed vs. ElevenReaderBeFreed vs. ReadwiseBeFreed vs. Anki
    学習ツール
    Knowledge VisualizerAI Podcast Generator
    情報
    会社概要arrow
    料金arrow
    よくある質問arrow
    ブログarrow
    採用情報arrow
    パートナーシップarrow
    アンバサダープログラムarrow
    ディレクトリarrow
    BeFreed
    Try now
    © 2026 BeFreed
    利用規約プライバシーポリシー
    BeFreed

    なんでも、あなた向けに学ぶ

    DiscordLinkedIn
    注目の書籍要約
    Crucial ConversationsThe Perfect MarriageInto the WildNever Split the DifferenceAttachedGood to GreatSay Nothing
    人気のカテゴリ
    Self HelpCommunication SkillRelationshipMindfulnessPhilosophyInspirationProductivity
    著名人の読書リスト
    Elon MuskCharlie KirkBill GatesSteve JobsAndrew HubermanJoe RoganJordan Peterson
    受賞作品コレクション
    Pulitzer PrizeNational Book AwardGoodreads Choice AwardsNobel Prize in LiteratureNew York TimesCaldecott MedalNebula Award
    注目のトピック
    ManagementAmerican HistoryWarTradingStoicismAnxietySex
    年別ベストブック
    2025 Best Non Fiction Books2024 Best Non Fiction Books2023 Best Non Fiction Books
    学習ツール
    Knowledge VisualizerAI Podcast Generator
    注目の著者
    Chimamanda Ngozi AdichieGeorge OrwellO. J. SimpsonBarbara O'NeillWinston ChurchillCharlie Kirk
    BeFreed vs 他のアプリ
    BeFreed vs. Other Book Summary AppsBeFreed vs. ElevenReaderBeFreed vs. ReadwiseBeFreed vs. Anki
    情報
    会社概要arrow
    料金arrow
    よくある質問arrow
    ブログarrow
    採用情報arrow
    パートナーシップarrow
    アンバサダープログラムarrow
    ディレクトリarrow
    BeFreed
    Try now
    © 2026 BeFreed
    利用規約プライバシーポリシー

    重要なポイント

    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

    関連コンテンツ

    podcast cover
    Artificial Intelligence and Generative AI for BeginnersChatGPT For DummiesWhat Is ChatGPT Doing ... and Why Does It Work?Python Cookbook
    19 sources
    Beyond Prompts: The Context Engineering Revolution
    Explore how AI implementation is evolving from simple prompt engineering to sophisticated context engineering, and why this shift is crucial for building reliable enterprise AI systems worth billions.
    37 min
    podcast cover
    Artificial Intelligence and Generative AI for BeginnersWhat Is ChatGPT Doing ... and Why Does It Work?ChatGPT For DummiesPython Cookbook
    17 sources
    The Art of AI Prompt Engineering
    Discover the structured 5-step approach to crafting effective AI prompts that deliver consistent results. Learn how proper context, clear instructions, and strategic iteration can transform your interactions with AI tools.
    12 min
    podcast cover
    source 1source 2source 3Context Engineering for Large Language Models: A Tutorial
    6 sources
    Mastering Context Engineering for LLMs
    Discover how to transform AI interactions from generic responses to expert-level collaboration through strategic context engineering. Learn the art of crafting conversational environments that unlock the true potential of language models.
    24 min
    podcast cover
    Artificial Intelligence and Generative AI for BeginnersUnderstanding Artificial IntelligenceHow to Talk to AnyoneChatGPT For Dummies
    28 sources
    Stop Getting Terrible AI Results: Prompt Like a Pro
    Learn the four-pillar framework that transforms vague AI requests into precise, useful outputs. Discover why most people fail at prompting and master the psychology of effective AI communication.
    48 min
    podcast cover
    The Science of LivingBadass Habits100 Ways to Change Your LifeYour Best Year Ever
    24 sources
    AI Prompts That Transform Daily Life
    Discover the strategic ChatGPT prompts that can cut your workload in half while optimizing productivity, communication, and wellness. Learn to build your personal AI command center for daily success.
    25 min
    podcast cover
    ChatGPT For DummiesMaster AI: 9 Essential Prompts That Actually WorkArtificial Intelligence and Generative AI for BeginnersFrom Prompt To Partner: Designing Your Custom AI Assistant - Smashing Magazine
    6 sources
    Master AI: Daily Prompts That Actually Work
    Discover how to transform AI from a fancy search engine into your personal productivity partner. Learn proven prompting techniques and practical applications for home and work that make your life easier, more creative, and incredibly efficient.
    11 min
    book cover
    Impromptu
    Reid Hoffman with GPT-4
    A visionary exploration of AI's potential to enhance human capabilities, written in collaboration with GPT-4.
    9 min
    book cover
    Provoke
    Geoff Tuff & Steven Goldbach
    A guide for leaders to take decisive action in uncertainty, challenging the 'wait and see' approach to create desired futures.
    11 min