PinnedInAll in AIbyYanli Liu·Oct 28The Playbook for Reviewing AI Code Fast Enough to ShipAnthropic’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…A response icon7A response icon7
PinnedInAll in AIbyYanli Liu·Sep 29Beyond CLAUDE.md: The 4 Files Anthropic Uses to Build an AI-Native SDLCA practical guide to the AI-native software development lifecycle, with grill-me, Superpowers and one real feature I ran through it.A response icon12A response icon12
PinnedInAll in AIbyYanli Liu·Jul 28Andrej Karpathy’s Fix for LLM Memory Works on Code TooTwo open-source tools that turn his idea into a code graph for your own codebase.A response icon7A response icon7
PinnedInAll in AIbyYanli Liu·Jun 29How to make Claude research like a PhD in minutesHow Stanford’s STORM turns a topic into a cited, multi-perspective brief, and how to run it in Claude.A response icon17A response icon17
PinnedInLevel Up CodingbyYanli Liu·Apr 22The 4 Lines Every CLAUDE.md NeedsWhat Karpathy diagnosed, what 60,000 developers bookmarked, and why behavioral constraints beat feature checklistsA response icon84A response icon84
InAll in AIbyYanli Liu·Oct 19I Asked Claude How Tesla’s Roadster Drives Upside DownHow to make Claude explain anything with a picture, using Karpathy’s plain-English tip and HumanLayer’s show-me skillA response icon1A response icon1
InAll in AIbyYanli Liu·Oct 15All Software Is Becoming Readable and Open SourceHow to use REA and the clean-room method to rebuild a real Mac app with Claude: a hands-on guide and a reflectionA response icon4A response icon4
InAll in AIbyYanli Liu·Oct 6Claude Code Mods vs Hooks vs Skills: When You Need OneAnthropic’s new way to customize Claude Code, compared with what you already use, plus three real mods I builtA response icon6A response icon6
InAll in AIbyYanli Liu·Sep 23How to Build an Agent Harness That Decides in 0.65 SecondsRouting, tool gating and done-checking, handed to Jev with three Opensource repos you can install today.A response icon5A response icon5
InAll in AIbyYanli Liu·Sep 21OpenAI Astra Is Eating Your Agent HarnessThe model needs less scaffolding. Your controls need more substance.A response icon1A response icon1
