<![CDATA[Stories by Yanli Liu on Medium]]> https://medium.com/@yanli.liu?source=rss-f80094072ee0------2 https://cdn-images-1.medium.com/fit/c/150/150/1*XHzBH9ti4lZM9qoShbyGbQ@2x.jpeg Stories by Yanli Liu on Medium https://medium.com/@yanli.liu?source=rss-f80094072ee0------2 Medium Wed, 04 Nov 2026 22:33:37 GMT <![CDATA[The Playbook for Reviewing AI Code Fast Enough to Ship]]>

Anthropic’s Claude Code review system, Matt Pocock’s review skill and Lauren Tan’s evidence rule in 5 steps, tested on a real feature with…

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]]> https://medium.com/ai-all-in/the-playbook-for-reviewing-ai-code-fast-enough-to-ship-6e18fb4ae539?source=rss-f80094072ee0------2 https://medium.com/p/6e18fb4ae539 Wed, 28 Oct 2026 09:15:30 GMT 2026-10-30T12:02:06.706Z <![CDATA[I Asked Claude How Tesla’s Roadster Drives Upside Down]]>

How to make Claude explain anything with a picture, using Karpathy’s plain-English tip and HumanLayer’s show-me skill

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]]> https://medium.com/ai-all-in/i-asked-claude-how-teslas-roadster-drives-upside-down-2a50e5712558?source=rss-f80094072ee0------2 https://medium.com/p/2a50e5712558 Mon, 19 Oct 2026 13:40:33 GMT 2026-10-19T13:40:56.696Z <![CDATA[All Software Is Becoming Readable and Open Source]]>

How to use REA and the clean-room method to rebuild a real Mac app with Claude: a hands-on guide and a reflection

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]]> https://medium.com/ai-all-in/all-software-is-becoming-readable-and-open-source-59c95b67a856?source=rss-f80094072ee0------2 https://medium.com/p/59c95b67a856 Thu, 15 Oct 2026 08:41:35 GMT 2026-10-19T13:42:20.618Z <![CDATA[Claude Code Mods vs Hooks vs Skills: When You Need One]]>

Anthropic’s new way to customize Claude Code, compared with what you already use, plus three real mods I built

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]]> https://medium.com/ai-all-in/claude-code-mods-vs-hooks-vs-skills-when-you-need-one-c45563d9544c?source=rss-f80094072ee0------2 https://medium.com/p/c45563d9544c Tue, 06 Oct 2026 12:58:15 GMT 2026-10-28T09:17:54.818Z <![CDATA[Beyond CLAUDE.md: The 4 Files Anthropic Uses to Build an AI-Native SDLC]]>

A practical guide to the AI-native software development lifecycle, with grill-me, Superpowers and one real feature I ran through it.

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]]> https://medium.com/ai-all-in/beyond-claude-md-the-4-files-anthropic-uses-to-build-an-ai-native-sdlc-ef4227caec7c?source=rss-f80094072ee0------2 https://medium.com/p/ef4227caec7c Tue, 29 Sep 2026 19:33:32 GMT 2026-10-28T09:18:52.997Z <![CDATA[How to Build an Agent Harness That Decides in 0.65 Seconds]]>

Routing, tool gating and done-checking, handed to Jev with three Opensource repos you can install today.

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]]> https://medium.com/ai-all-in/how-to-build-an-agent-harness-that-decides-in-0-65-seconds-21183b370a9e?source=rss-f80094072ee0------2 https://medium.com/p/21183b370a9e Wed, 23 Sep 2026 15:44:31 GMT 2026-09-29T19:35:22.193Z <![CDATA[OpenAI Astra Is Eating Your Agent Harness]]>

The model needs less scaffolding. Your controls need more substance.

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]]> https://medium.com/ai-all-in/openai-astra-is-eating-your-agent-harness-cdf1feff1044?source=rss-f80094072ee0------2 https://medium.com/p/cdf1feff1044 Mon, 21 Sep 2026 07:33:52 GMT 2026-09-21T09:23:23.741Z <![CDATA[Everyone Wrote OpenClaw’s Obituary. Then It Shipped 2.0.]]>

What actually happened to the fastest-growing project in GitHub history, what changed in the new release, and whether you still need it…

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]]> https://medium.com/ai-all-in/everyone-wrote-openclaws-obituary-then-it-shipped-2-0-e79eb7053bec?source=rss-f80094072ee0------2 https://medium.com/p/e79eb7053bec Fri, 04 Sep 2026 07:55:53 GMT 2026-09-04T07:56:35.426Z <![CDATA[How to Turn a Book Into an AI Skill You Come Back To]]>

Read, apply, repeat. Tested on the NIST AI framework, with the skill you can install.

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]]> https://medium.com/ai-all-in/how-to-turn-a-book-into-an-ai-skill-you-come-back-to-092f0bac71ca?source=rss-f80094072ee0------2 https://medium.com/p/092f0bac71ca Mon, 31 Aug 2026 13:26:05 GMT 2026-08-31T13:26:32.342Z <![CDATA[Andrej Karpathy’s Fix for LLM Memory Works on Code Too]]>

Two open-source tools that turn his idea into a code graph for your own codebase.

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]]> https://medium.com/ai-all-in/andrej-karpathys-fix-for-llm-memory-works-on-code-too-9a9e38b18b4e?source=rss-f80094072ee0------2 https://medium.com/p/9a9e38b18b4e Tue, 28 Jul 2026 12:33:17 GMT 2026-08-31T13:27:26.808Z