Xinwei Xiong. 熊 · BEAR
I build AI products and contribute to open source while wandering the world. Capturing raw signals from each day — code, thoughts, places — and compiling them into something durable.
GEO Measurement & Tools: How to Know If AI Actually Cites You (with a DIY Monitor)
The answer first: swap your metrics, stop staring at rank and clicks In the GEO era, classic “rank + click” fails systematically — because most …
GEO Blog Rebuild Case Study: Running the Five-Layer Model on Real Data
The answer first: perfect tech, stuck at “impressions without being chosen” I dug through cubxxw.com’s …
GEO Trust & Endorsement: Why Reddit and Wikipedia Make Up Half of AI Citations
The answer first: the final gate is trust, not content You can max out your technical base and turn every paragraph into …
Agent engineering, context engineering & GEO
Cloud native, Go, DevOps & open source
Reviews, thought notes & life experiments
Cities and moments on the road
Open-source deep-dives & AI products
Field Notebooks游记
Vietnam
"From Hanoi's narrow alleys to the Mekong delta — a slow-cooked record of motorbikes, coffee, monsoon rain, and the strange comfort of being a stranger."
Angkor
"On the temples beyond the postcards — banyan roots crawling over a lost capital, and what a vanished empire still says to us about scale and silence."
Telepace
AI-powered reading assistant designed to help you efficiently process, understand, and summarize text content from web pages and documents.
OpenKF
Open-source AI knowledge-base customer service system. Built atop OpenIM for deep, contextual conversations at scale.
AI-powered reading assistant for web pages and documents.
Long-form AI reasoning interface. Wisdom over speed.
LLM audio streaming — low-latency, production-ready.
FastAPI + TypeScript starter for shipping AI prototypes fast.
Reading agent with citation-grounded summaries.
Shared API clients and data utilities across feedback systems.
- GEO Measurement & Tools: How to Know If AI Actually Cites You (with a DIY Monitor)
- GEO Blog Rebuild Case Study: Running the Five-Layer Model on Real Data
- GEO Trust & Endorsement: Why Reddit and Wikipedia Make Up Half of AI Citations
- GEO Structured Tactics: Writing "Worth Citing" Into Every Paragraph (Answer-First, Schema, llms.txt)
- GEO Mechanics: How AI Retrieves, Re-ranks, and Cites You
Never miss a signal.
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