English-first, with a few posts in Japanese / Korean for our friends in Asia. New stories land here regularly.
从选品到出图：半个月 3000 件，我们给服装厂做的 AI 运营工具
给弘达服装厂搭的一套 AI 运营工具：先让工具知道工厂擅长什么，再结合季节、国外客户喜好与热门数据给出选品建议，人工挑选后用做图智能体生成和修改效果图，最后上架。半个月卖出 3000 多件，这几天客户天天催发货。
阅读全文 →“YOLO 可不行”之后：一个 AI 新手的想法与自我补充
群里有人做停车场数据标注，我说 YOLO 不是能识别吗，对方回 YOLO 可不行。我把整件事推了一遍：置信度分层、预标注、数据飞轮——也补上了自己没想到的坑：漏检、跨帧一致性、域偏移与质控。
阅读全文 →From Zero Code to a One-Person Company
AI is replacing programmers, data clerks and legal drafters — yet someone who never wrote a line of code used it to build a website, an invoicing tool that saves 80% of the time, an app and a mini-program, and now runs a one-person company. Plus the "carbon-based robots" I worry we might become.
Read more →0から始めるアプリ作り：プログラミング未経験でも作れる本当の手順
コード未経験でもAIの力でアプリが作れる時代。ゼロから完成させる全体の手順と心得を、TRAE公式フォーラムの事例を参考に整理する。
読む →From Old Phone to AI Platform: How It Started
The spark was a dusty Android phone. Turning "waste" into a dashcam, then into a toolbox of AI utilities — the first steps of the AIGUIMI road.
Read more →AI Going Global & OPC Startup: Real Attempts
Using AI for cross-border e-commerce and OPC entrepreneurship — what worked, what didn't, and the lessons worth sharing with first-timers.
Read more →A Bag Factory's AI Transformation
How a small Yiwu bag factory uses AI to boost efficiency and take global orders — and why the factory is our root, not a side story.
Read more →My First App, Built From Zero: A Drowsiness Detector
I had never written a line of code. Fifteen days and 3,000+ AI calls later I had an Android app that watches your eyes when you are too tired to watch the road.
Read more →It Was Never the Product
Most small factories don't have a product problem — they have a marketing problem. The three things that block a workshop owner, and what a tool built for them should look like.
Read more →