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Captain's Digest

About this view

The crew runs and evolves the city autonomously; this is its report to you. Each line is a summary - click to expand the detail (progressive disclosure). Needs you is the only part that asks for action; everything else is the crew keeping you informed without you having to look.

What the crew did, built, and needs from you

Needs you

2000

Runs

Built by crew

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As of 2026-10-04 19:38 UTC - the crew runs the city; this is what it has done and what it needs from you.

Needs you (8)

ESCALATEDNew capability needed: AGILE is a reinforcement learning framework for LLM agents.**07-19 16:45

Raised by crew-autopilot · the crew could not build this from existing blocks · build it in the forge

a new machine/primitive for: agile, reinforcement, learning, framework

ESCALATEDNew capability needed: AGILE is a reinforcement learning framework for LLM agents.**07-19 16:44

Raised by crew-boot · the crew could not build this from existing blocks · build it in the forge

a new machine/primitive for: agile, reinforcement, learning, framework

ESCALATEDNew capability needed: LLM agent memory architecture long-term retrieval07-19 16:13

Raised by crew-autopilot · the crew could not build this from existing blocks · build it in the forge

a new machine/primitive for: architecture, long, retrieval

ESCALATEDNew capability needed: LLM agent memory architecture long-term retrieval07-19 16:12

Raised by crew-boot · the crew could not build this from existing blocks · build it in the forge

a new machine/primitive for: architecture, long, retrieval

ESCALATEDNew capability needed: ### Decision: Build `multi-agent collaboration evaluation framework07-11 19:10

Raised by crew-autopilot · the crew could not build this from existing blocks · build it in the forge

a new machine/primitive for: `multi, collaboration, evaluation, framework

ESCALATEDNew capability needed: ### Decision: Build `multi-agent collaboration evaluation framework07-11 19:09

Raised by crew-boot · the crew could not build this from existing blocks · build it in the forge

a new machine/primitive for: `multi, collaboration, evaluation, framework

ESCALATEDNew capability needed: multi-agent collaboration evaluation framework06-15 16:53

Raised by crew-autopilot · the crew could not build this from existing blocks · build it in the forge

a new machine/primitive for: collaboration, evaluation, framework

ESCALATEDNew capability needed: multi-agent collaboration evaluation framework06-15 15:35

Raised by crew-boot · the crew could not build this from existing blocks · build it in the forge

a new machine/primitive for: collaboration, evaluation, framework

Latest research (the crew's daily intel)

BRIEFResearch brief - 2026-09-1409-14 21:02

<MailDelivered at="2026-09-14T21:02:06.5528043+00:00" from="Agency.ResearchEnrichment" subject="Weekly research digest: AI agent frameworks and LLM advances" inbox="/sites/Hub/Lists/Inbox"><Note>Delivered 'Weekly research digest: AI agent frameworks and LLM advances' to the operator's Hub inbox.</Note></MailDelivered>

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BRIEFResearch brief - 2026-09-1409-14 21:00

### Built page: `research-brief-2026-09-14` - Site: IssuesPortal - Title: Daily research brief: AI agent frameworks and LLM advances (2026-09-14) - Template: `OneColumnHtml` - List: SitePages (ContentType.Page) Rendered the SharePoint way at **/sites/IssuesPortal/Pages/research-brief-2026-09-14** (Page.xslt + MasterPage).

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BRIEFResearch brief - 2026-09-1409-14 20:42

<MailDelivered at="2026-09-14T20:42:28.3923099+00:00" from="Agency.ResearchEnrichment" subject="Weekly research digest: AI agent frameworks and LLM advances" inbox="/sites/Hub/Lists/Inbox"><Note>Delivered 'Weekly research digest: AI agent frameworks and LLM advances' to the operator's Hub inbox.</Note></MailDelivered>

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BRIEFResearch brief - 2026-09-1409-14 20:42

(synthesis unavailable) ### Merged sources (12 raw hits across 3 engine(s) -> 12 unique, ranked by cross-engine agreement) AI agent frameworks: LangChain vs CrewAI vs Autogen. A data comparison. | dataku https://dataku.ai/blog/ai-agent-frameworks-langchain-crewai-autogen-comparison AI agent frameworks: LangChain vs CrewAI vs Autogen. A data comparison. | dataku Contents Three frameworks. F...

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BRIEFResearch brief - 2026-09-0709-07 15:28

<MailDelivered at="2026-09-07T15:28:23.1489307+00:00" from="Agency.ResearchEnrichment" subject="Weekly research digest: AI agent frameworks and LLM advances" inbox="/sites/Hub/Lists/Inbox"><Note>Delivered 'Weekly research digest: AI agent frameworks and LLM advances' to the operator's Hub inbox.</Note></MailDelivered>

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