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    Categories>AI>Context Engineering: Beyond Perfect Prompts

    Context Engineering: Beyond Perfect Prompts

    31 min
    |
    |
    19 февр. 2026 г.
    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    Discover why crafting perfect prompts is obsolete and learn context engineering - the new framework for controlling how AI systems build their information ecosystem and deliver reliable results.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

    Лучшая цитата из Context Engineering: Beyond Perfect Prompts

    “

    We're not doing prompt engineering anymore—we're doing context engineering. The real game is understanding how AI systems build their entire information ecosystem, treating context as a precious, finite resource that needs to be engineered, not just accumulated.

    ”

    Этот аудиоурок был создан участником сообщества BeFreed

    Вопрос для ввода

    I want to learn context engineering data analysis and problem solving

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    Chat GPT prompts
    ПЛАН ОБУЧЕНИЯ

    Chat GPT prompts

    Effective prompt engineering unlocks the full potential of AI language models, turning basic interactions into powerful tools for problem-solving and content creation. This learning plan benefits professionals, creators, and enthusiasts seeking to leverage AI as a productivity multiplier rather than just a novelty.

    4 h 47 m•4 Разделы
    learn about ai and history
    ПЛАН ОБУЧЕНИЯ

    learn about ai and history

    This learning plan bridges the gap between historical context and cutting-edge technology, making it essential for anyone seeking to understand the 'why' behind the AI revolution. It is ideal for curious professionals and students who want to move beyond the hype and grasp the actual mechanisms and ethics of modern intelligence.

    5 h 14 m•4 Разделы
    Ai learning
    ПЛАН ОБУЧЕНИЯ

    Ai learning

    As AI reshapes every industry, understanding its technical core and ethical boundaries is no longer optional. This plan is ideal for professionals and tech enthusiasts who want to transition from passive users to active creators of intelligent systems.

    4 h 42 m•4 Разделы
    Understand creating prompts for AI
    ПЛАН ОБУЧЕНИЯ

    Understand creating prompts for AI

    As AI becomes a core workplace tool, the ability to direct these systems effectively is a critical competitive advantage. This plan is designed for professionals and creators looking to transition from basic chat interactions to building sophisticated, autonomous AI workflows.

    4 h 44 m•4 Разделы
    Become an expert prompt engineer
    ПЛАН ОБУЧЕНИЯ

    Become an expert prompt engineer

    In an AI-driven economy, the ability to effectively communicate with models is a critical competitive advantage. This path is designed for developers and tech professionals looking to transition from basic queries to building sophisticated, production-ready AI systems.

    4 h 26 m•4 Разделы
    Learn to build agentic AI agents
    ПЛАН ОБУЧЕНИЯ

    Learn to build agentic AI agents

    This plan is essential for developers and engineers looking to move beyond basic LLM prompts toward building autonomous systems. It bridges the gap between theoretical AI foundations and practical, production-ready agent deployment.

    5 h 53 m•4 Разделы
    Learn AI basics, model types, and prompting
    ПЛАН ОБУЧЕНИЯ

    Learn AI basics, model types, and prompting

    As AI reshapes the global economy, understanding its underlying architecture and operational logic is no longer optional for professionals. This plan is designed for curious beginners and tech-adjacent roles looking to bridge the gap between theoretical concepts and the practical deployment of autonomous agents.

    4 h 47 m•4 Разделы
    Explore Science, Tech, History & Mindset
    ПЛАН ОБУЧЕНИЯ

    Explore Science, Tech, History & Mindset

    In an era of rapid change, understanding the intersection of historical context, technological advancement, and cognitive science is essential. This plan is ideal for lifelong learners and professionals looking to sharpen their mental frameworks and prepare for a future driven by AI.

    5 h 18 m•4 Разделы

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    Создано выпускниками Колумбийского университета в Сан-Франциско

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    "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
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    12
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    "Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

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

    @Matt, YC alum
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    "Reading used to feel like a chore. Now it’s just part of my lifestyle."

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

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

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

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

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

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

    @Erin, Investment Banking Associate , NYC
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    17

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

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

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

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

    @Leo, Law Student, UPenn
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    "Makes me feel smarter every time before going to work"

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

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

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

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

    @OojasSalunke
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    "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
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    Избранные книги
    Crucial ConversationsThe Perfect MarriageInto the WildNever Split the DifferenceAttachedGood to GreatSay Nothing
    Популярные категории
    Self HelpCommunication SkillRelationshipMindfulnessPhilosophyInspirationProductivity
    Списки чтения знаменитостей
    Elon MuskCharlie KirkBill GatesSteve JobsAndrew HubermanJoe RoganJordan Peterson
    Коллекция наград
    Pulitzer PrizeNational Book AwardGoodreads Choice AwardsNobel Prize in LiteratureNew York TimesCaldecott MedalNebula Award
    Избранные темы
    ManagementAmerican HistoryWarTradingStoicismAnxietySex
    Лучшие книги по годам
    2025 Best Non Fiction Books2024 Best Non Fiction Books2023 Best Non Fiction Books
    Инструменты обучения
    Knowledge VisualizerAI Podcast Generator
    Избранные авторы
    Chimamanda Ngozi AdichieGeorge OrwellO. J. SimpsonBarbara O'NeillWinston ChurchillCharlie Kirk
    BeFreed vs другие приложения
    BeFreed vs. Other Book Summary AppsBeFreed vs. ElevenReaderBeFreed vs. ReadwiseBeFreed vs. Anki
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    Ключевые выводы

    1

    Beyond Perfect Prompts

    0:00
    0:15
    0:32
    0:36
    0:52
    0:58
    2

    The Entropy Reduction Framework

    1:13
    1:26
    1:45
    1:51
    2:11
    2:15
    2:48
    0:58
    3:15
    3:24
    3:45
    3:52
    3

    The Context Collection Challenge

    4:06
    4:15
    4:30
    4:36
    4:53
    0:58
    5:16
    5:19
    5:41
    5:43
    6:00
    6:06
    6:29
    0:58
    6:52
    4

    Dynamic Context Generation

    6:57
    7:08
    7:15
    7:34
    0:58
    8:07
    8:13
    8:39
    8:46
    8:46
    8:53
    5

    Hierarchical Context Compression

    9:08
    9:19
    9:32
    9:36
    9:55
    9:59
    10:23
    0:58
    10:49
    5:43
    11:12
    8:13
    11:37
    0:58
    6

    Context Structuring and Memory Architectures

    12:02
    12:16
    12:34
    0:58
    12:56
    12:59
    13:18
    8:13
    13:46
    13:52
    14:09
    0:58
    14:34
    14:43
    7

    Agentic Context Engineering

    15:00
    15:11
    15:28
    0:58
    15:57
    16:01
    16:19
    5:19
    16:47
    0:58
    17:11
    5:43
    17:35
    8:13
    8

    Implementation Patterns and Optimization

    18:05
    7:15
    18:33
    0:58
    18:57
    5:43
    19:16
    19:23
    19:39
    8:13
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    20:29
    0:58
    9

    Evaluation and Continuous Improvement

    20:58
    8:13
    21:26
    0:58
    21:45
    21:50
    22:05
    5:43
    22:30
    22:34
    22:53
    8:13
    23:14
    0:58
    23:41
    5:43
    10

    Your Context Engineering Playbook

    23:59
    8:13
    24:31
    0:58
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    25:20
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    25:43
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    8:13
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    27:03
    0:58
    11

    The Future of Intelligent Systems

    27:22
    27:33
    0:52
    0:58
    28:28
    8:13
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    28:55
    29:19
    29:30
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    31:06

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