Writing

Double RAF + MutationObserver: Scroll Restoration After Micro-Frontend Redirects

Scroll restoration after a redirect isn't a scroll problem — it's a timing problem. State must survive the jump, the element must appear in the DOM, and it must be fully painted — in that order, at the right moment in the browser rendering pipeline.

2026.05 · Juejin (CN)

AI Pair Programming Retrospective: There's a Layer Beneath the Business Logic

AI wrote code that ran — but kept missing one element. After a few loops I realized: I'd never given it the layer beneath the business logic. A reflection on what context actually means in AI pair programming.

2026.05 · WeChat (CN)

Your Page Doesn't Exist to Google — A Micro-Frontend SEO Post-mortem

Not low-ranking — completely invisible to Google. A micro-frontend SEO post-mortem and a four-layer diagnostic framework: link discovery, accessibility, content rendering, semantic understanding. Fix the wrong layer and nothing changes.

2026.05 · Juejin (CN)

When a System Goes Headless, Does AI Take Over More Easily?

Headless architecture exposes capabilities without prescribing UI. AI agents — which don't need UI — turn out to be its ideal consumers. But API governance costs don't disappear; they just shift.

2026.02 · Juejin (CN)

The Cyber Textile Factory: Four Generations of AI Agent Workflow Design

A textile factory metaphor to explain four generations of AI Agent workflow design — from structured execution to planning, memory, and safety guardrails. The more capable the system, the more precise the constraints need to be.

2026.02 · Juejin (CN)

"Easy to Browse" vs "Easy to Find" — IA Trade-offs in E-commerce Storefronts

Browsing a boutique feels effortless — shopping the same item online feels overwhelming. This piece unpacks the IA trade-off between "enjoyable to browse" and "easy to find" in e-commerce storefronts.

2026.05 · WeChat (CN)