Miao YU · Lab — Research InsightsMethodology, domain notes and practice retrospectives. Chinese is the original; English is an unreviewed AI draft.https://lab.miao-yu.com/en/enmurRipple, closed out — a song woven into visible rippleshttps://lab.miao-yu.com/en/insights/murripple-closeout/https://lab.miao-yu.com/en/insights/murripple-closeout/The project is done. It leaves two documents behind, one for readers who want to understand it and one for people who want to use it.Thu, 20 Aug 2026 00:00:00 GMTMethodologyI had an AI run a capability checkup on mehttps://lab.miao-yu.com/reports/ai-engineering-checkup-en.htmlhttps://lab.miao-yu.com/reports/ai-engineering-checkup-en.htmlOne rule only. Nothing I claimed about myself could count, only machine-checkable traces in the repositories.Sat, 15 Aug 2026 00:00:00 GMTMethodologyTwo Weeks from Zero to a Customer Demohttps://lab.miao-yu.com/en/insights/two-weeks-to-a-demo/https://lab.miao-yu.com/en/insights/two-weeks-to-a-demo/Speed does not come from working late — it comes from cutting the work down to a single line.Mon, 10 Aug 2026 00:00:00 GMTMethodologyVerified = Command + Outputhttps://lab.miao-yu.com/en/insights/verified-means-command-and-output/https://lab.miao-yu.com/en/insights/verified-means-command-and-output/The bill for one “it should be fine” usually falls due three weeks later.Mon, 10 Aug 2026 00:00:00 GMTMethodologyOne Person Walks into Wind-Tower Monitoringhttps://lab.miao-yu.com/en/insights/one-phone-number/https://lab.miao-yu.com/en/insights/one-phone-number/The hardest step is not the technology — it is getting someone to lend you their asset for an experiment.Mon, 10 Aug 2026 00:00:00 GMTDomain notesPutting Reins on the AIhttps://lab.miao-yu.com/en/insights/reins-not-conversation/https://lab.miao-yu.com/en/insights/reins-not-conversation/What sets the ceiling is not how you ask — it is the layer outside the model.Mon, 10 Aug 2026 00:00:00 GMTMethodologyHuman + AI: A Multi-Window Operating Systemhttps://lab.miao-yu.com/en/insights/multi-window-collaboration/https://lab.miao-yu.com/en/insights/multi-window-collaboration/Not hunting for a smarter model — designing an organization that keeps ordinary AIs from drifting.Sun, 09 Aug 2026 00:00:00 GMTMethodologyThe City Under Your Feet Is Talking: An Introduction to DAShttps://lab.miao-yu.com/en/insights/das-explained/https://lab.miao-yu.com/en/insights/das-explained/How an ordinary telecom fiber becomes a stethoscope several kilometers long.Sun, 09 Aug 2026 00:00:00 GMTDomain notesSignal and Noisehttps://lab.miao-yu.com/en/insights/signal-and-noise/https://lab.miao-yu.com/en/insights/signal-and-noise/The discipline for deciding whether a waveform is a real event turns out to work on AI answers too.Sun, 09 Aug 2026 00:00:00 GMTDomain notesFrom Optimal Transport to LLMshttps://lab.miao-yu.com/en/insights/optimal-transport-to-llm/https://lab.miao-yu.com/en/insights/optimal-transport-to-llm/After changing tracks three times, I found that what followed me was never the tools — it was one question.Sun, 09 Aug 2026 00:00:00 GMTDomain notesWhy I Write a “Task Book” for Every Projecthttps://lab.miao-yu.com/en/insights/task-books/https://lab.miao-yu.com/en/insights/task-books/Once AI made writing code easy, what matters most is saying exactly what you want.Sun, 09 Aug 2026 00:00:00 GMTMethodologyAI as a Partner, Not a Toolhttps://lab.miao-yu.com/en/insights/ai-as-partner/https://lab.miao-yu.com/en/insights/ai-as-partner/The dividing line is not how strong the model is — it is whether you give it a chance to disagree with you.Sun, 09 Aug 2026 00:00:00 GMTMethodology