<![CDATA[Stories by JIN on Medium]]> https://medium.com/@jinlow?source=rss-950e50ef0ea5------2 https://cdn-images-1.medium.com/fit/c/150/150/1*p1kSL0td0AI_d1um7RSJog.jpeg Stories by JIN on Medium https://medium.com/@jinlow?source=rss-950e50ef0ea5------2 Medium Tue, 10 Nov 2026 05:19:07 GMT <![CDATA[Your Agent’s Memory Is a Liability Until Something Can Overrule It]]>

A long letter about Anthropic’s “dreaming” and the four kinds of authority a memory system has to hand out.

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]]> https://medium.com/jin-system-architect/your-agents-memory-is-a-liability-until-something-can-overrule-it-00a24018a93a?source=rss-950e50ef0ea5------2 https://medium.com/p/00a24018a93a Mon, 09 Nov 2026 16:41:33 GMT 2026-11-09T16:42:11.916Z <![CDATA[Your Agent Can Reach Everything and Understand Nothing: What “Ontology-First” Actually Fixes]]>

CRM, ERP, and warehouse data.

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]]> https://medium.com/jin-system-architect/your-agent-can-reach-everything-and-understand-nothing-what-ontology-first-actually-fixes-025bd643f039?source=rss-950e50ef0ea5------2 https://medium.com/p/025bd643f039 Mon, 09 Nov 2026 14:12:28 GMT 2026-11-09T14:13:41.631Z <![CDATA[What Do “Platforms That Pay You” Actually Buy?]]>

Twenty-one platforms look like one category, but they are four different bargains. Each one asks you to hand over a different kind of…

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]]> https://medium.com/jin-system-architect/what-do-platforms-that-pay-you-actually-buy-5bb7f47bb86a?source=rss-950e50ef0ea5------2 https://medium.com/p/5bb7f47bb86a Sat, 07 Nov 2026 14:46:52 GMT 2026-11-07T14:48:37.159Z <![CDATA[Can You Still Explain the Code Your Agent Wrote?]]>

Code completion, system reliability, and engineer understanding are three different outcomes. Agents only made the first one cheap.

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]]> https://medium.com/jin-system-architect/can-you-still-explain-the-code-your-agent-wrote-00e42c644101?source=rss-950e50ef0ea5------2 https://medium.com/p/00e42c644101 Sat, 07 Nov 2026 11:21:56 GMT 2026-11-07T13:14:02.096Z <![CDATA[The Reach Ladder: What You Actually Hand an AI Coding Agent When You Install a Plugin]]>

Plugin

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]]> https://medium.com/jin-system-architect/the-reach-ladder-what-you-actually-hand-an-ai-coding-agent-when-you-install-a-plugin-aa5e53291cdb?source=rss-950e50ef0ea5------2 https://medium.com/p/aa5e53291cdb Fri, 06 Nov 2026 10:06:08 GMT 2026-11-06T10:06:44.452Z <![CDATA[Who Holds the Pen? Anatomy of a Natural-Language Financial Query System Built on Claude and MCP]]>

Financial Query

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]]> https://medium.com/jin-system-architect/who-holds-the-pen-anatomy-of-a-natural-language-financial-query-system-built-on-claude-and-mcp-df780c6d56a3?source=rss-950e50ef0ea5------2 https://medium.com/p/df780c6d56a3 Fri, 06 Nov 2026 08:59:57 GMT 2026-11-06T09:03:55.838Z <![CDATA[The Model Is Not the Agent: Five Papers, Five Handoffs of Control, and the System That Holds Them]]>

AI Agent

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]]> https://medium.com/jin-system-architect/the-model-is-not-the-agent-five-papers-five-handoffs-of-control-and-the-system-that-holds-them-beede6ba9e31?source=rss-950e50ef0ea5------2 https://medium.com/p/beede6ba9e31 Fri, 06 Nov 2026 08:16:28 GMT 2026-11-06T08:16:55.664Z <![CDATA[From GitHub Issue to Pull Request: How DeepSeek’s Super-agent Hands Off Control]]>

A coding agent that keeps working has to do more than write code. It has to receive tasks, bound its authority, carry context forward…

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]]> https://medium.com/jin-system-architect/from-github-issue-to-pull-request-how-deepseeks-super-agent-hands-off-control-3491d2c0b406?source=rss-950e50ef0ea5------2 https://medium.com/p/3491d2c0b406 Fri, 06 Nov 2026 06:34:01 GMT 2026-11-06T06:35:16.453Z <![CDATA[Four Handoffs: What an Agent Loop Actually Gives Away]]>

From a failed CI run to a self-correcting pull request, and the control you give up at each step

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]]> https://medium.com/jin-system-architect/four-handoffs-what-an-agent-loop-actually-gives-away-4d861564df7f?source=rss-950e50ef0ea5------2 https://medium.com/p/4d861564df7f Fri, 06 Nov 2026 04:16:29 GMT 2026-11-06T04:16:56.705Z <![CDATA[The One-Person Creative Team Is Not a Content Factory.]]>

Business

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]]> https://medium.com/jin-system-architect/the-one-person-creative-team-is-not-a-content-factory-f5a8f1557428?source=rss-950e50ef0ea5------2 https://medium.com/p/f5a8f1557428 Thu, 05 Nov 2026 16:20:45 GMT 2026-11-05T16:21:12.453Z