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    Build a TypeScript CLI Research Agent with Specialized Sub-Agents

    28 min
    |
    |
    8 апр. 2026 г.
    TechnologyAIProductivity

    Learn to build a TypeScript CLI research agent with specialized sub-agents for deep research, auditing, and writing. Features Docker, Modal GPU, and Node.js.

    Build a TypeScript CLI Research Agent with Specialized Sub-Agents

    Лучшая цитата из Build a TypeScript CLI Research Agent with Specialized Sub-Agents

    “

    It’s an architectural solution to a prompting problem. By giving each agent a smaller, more focused task, the quality of the output skyrockets because the LLM isn't trying to juggle a dozen different goals at once.

    ”

    Этот аудиоурок был создан участником сообщества BeFreed

    Вопрос для ввода

    Build a TypeScript CLI research agent with four specialized sub-agents: Researcher, Reviewer, Writer, and Verifier. Deliver capabilities as Markdown skill files synced to a local skills directory on startup. Expose slash commands (/deepresearch, /lit, /audit, /replicate) that dispatch agents in parallel across papers, web, and repos. Ground every output in cited sources with direct URLs. Add Docker for safe execution and Modal/RunPod for GPU compute. Stack: TypeScript, Node.js.

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    Создано выпускниками Колумбийского университета в Сан-Франциско

    BeFreed объединяет глобальное сообщество из 1,000,000 любознательных умов
    Узнайте больше о том, как обсуждают BeFreed в интернете

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

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

    @OojasSalunke
    platform
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    star
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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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    37
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    483

    "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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    star
    star
    star
    star
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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
    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
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    comments
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    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. 🙌"

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

    @OojasSalunke
    platform
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    star
    star
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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
    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
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    Учите что угодно персонализированно

    DiscordLinkedIn
    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
    Информация
    О насarrow
    Ценыarrow
    Частые вопросыarrow
    Блогarrow
    Карьераarrow
    Партнёрствоarrow
    Программа амбассадоровarrow
    Каталогarrow
    BeFreed
    Try now
    © 2026 BeFreed
    Условия использованияПолитика конфиденциальности

    Часть плана обучения

    Java, Typescript

    Java, Typescript

    ПЛАН ОБУЧЕНИЯ

    Java, Typescript

    2 h 21 m•4 Эпизоды

    Ключевые выводы

    1

    Beyond the Single Prompt Fallacy

    0:00
    0:13
    0:27
    0:45
    1:00
    2

    Defining the Team through Specialized Skill Files

    1:10
    1:25
    1:55
    2:03
    2:26
    2:36
    3:02
    3:16
    3:39
    3:45
    4:13
    3:16
    4:34
    4:46
    3

    Orchestrating Slash Commands and Parallel Dispatch

    5:03
    5:19
    5:41
    3:16
    6:10
    6:14
    6:37
    6:48
    7:10
    7:20
    7:42
    7:48
    8:07
    3:16
    8:40
    8:52
    4

    Securing the Agent with Docker Sandboxing

    9:04
    9:29
    9:47
    3:16
    10:11
    3:45
    10:37
    10:48
    11:12
    11:17
    11:37
    11:40
    11:54
    12:02
    12:20
    12:35
    5

    Scaling Up with Remote GPU Compute

    12:48
    13:05
    13:22
    13:28
    13:46
    3:16
    14:11
    6:14
    14:34
    14:38
    15:01
    15:08
    15:19
    15:23
    15:46
    16:03
    6

    Grounding Every Claim with Provenance and Citations

    16:14
    16:27
    16:46
    16:50
    17:15
    3:16
    17:38
    17:44
    18:06
    11:40
    18:33
    18:43
    19:00
    19:07
    19:18
    10:48
    7

    Building Long-term Value with Episodic Memory

    19:43
    20:00
    20:21
    20:26
    20:37
    20:45
    21:01
    3:45
    21:29
    21:33
    21:49
    22:01
    22:18
    22:36
    8

    Practical Playbook for the AI Engineer

    22:47
    23:05
    23:26
    23:33
    23:54
    23:59
    24:26
    24:33
    24:51
    24:54
    25:15
    25:22
    25:42
    25:49
    26:10
    3:16
    9

    Closing Reflections on the Future of Agentic Research

    26:22
    26:39
    26:54
    27:17
    27:31
    1:55
    10:48
    28:13

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