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    Build a TypeScript CLI Research Agent with Specialized Sub-Agents

    28 min
    |
    |
    8 de abr. de 2026
    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

    Melhor citação de 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.

    ”

    Esta aula em áudio foi criada por um membro da comunidade BeFreed

    Pergunta de entrada

    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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    Crucial ConversationsThe Perfect MarriageInto the WildNever Split the DifferenceAttachedGood to GreatSay Nothing
    Categorias em alta
    Self HelpCommunication SkillRelationshipMindfulnessPhilosophyInspirationProductivity
    Lista de leitura de celebridades
    Elon MuskCharlie KirkBill GatesSteve JobsAndrew HubermanJoe RoganJordan Peterson
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    Pulitzer PrizeNational Book AwardGoodreads Choice AwardsNobel Prize in LiteratureNew York TimesCaldecott MedalNebula Award
    Tópicos em destaque
    ManagementAmerican HistoryWarTradingStoicismAnxietySex
    Melhores livros por ano
    2025 Best Non Fiction Books2024 Best Non Fiction Books2023 Best Non Fiction Books
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    Knowledge VisualizerAI Podcast Generator
    Autores em destaque
    Chimamanda Ngozi AdichieGeorge OrwellO. J. SimpsonBarbara O'NeillWinston ChurchillCharlie Kirk
    BeFreed vs outros apps
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    Pontos-chave

    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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