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Aima Service refactoring retrospective. The product is like an emergency room—users don't care about the decor, only whether the doctor can treat them. Ran Claude Code and Codex in alternation for over a week, delivering 1.3 million lines of code. Looking back, the moat of code volume may already be gone.

Jensen Huang says coding agents will change the world, but the people actually using them number only in the millions. The problem isn't skills—it's cognition. Three mental barriers keep most people out; cross them, and you can delegate 95% of your computer work.

HappyHorse topped the video generation leaderboard overnight, yet no one knows who built it. Domains were squatted, HuggingFace repos were occupied, and its origins remain hotly debated. More interesting than the hype is the hardware and business logic behind the growing demand for private text-to-video deployment.

How do open-source models make money? Run the numbers on DeepSeek and it becomes clear: model companies and cloud providers are becoming two sides of the same coin, and open source is currently the most efficient customer acquisition channel.

Coding agents are better at debugging than writing code. MemPalace hit 7000 stars in two days. Anthropic's Mythos made all software insecure. Product design should stay ahead of the model.

While researching text-to-video models, I realized that Chinese models' dominance in the open-source language model community hasn't extended everywhere. Looking back over the past three years, from LLaMA to Qwen to DeepSeek, what has the open-source community experienced? And what is it waiting for now?

Programming and content creation are two diverging paths. The moment Seedance 2.0's API opened, my social media feed exploded. Agent-to-agent is 100x more efficient than meetings. You can finally play ball without talking business.

Zhang Xue shouldered the trial-and-error costs of his supply chain just to tighten tolerances from five si to three si. Misa spent ten years grinding on AR glasses, keeping his company alive with smart speakers in between. What these people share isn't brilliance—it's passion. And AI just happens to be amplifying exactly that.

DeepSeek hit 100 million users with zero budget. Claude Code ships a version every day. DingTalk, Feishu, and WeCom copied the same feature within three days. The underlying logic of product competition has changed—money and volume are no longer decisive weapons.

A tool I couldn't build in two days was done in half an hour by switching models. When I couldn't log into my computer, an AI agent fixed it in half an hour. Later, I built Aima Service—so every device can have an AI ready to help when things go wrong.

The sudden death of Zhang Xuefeng, the OpenClaw founder's lost years after selling his company, young people flocking to AI fortune-telling. Technology is sprinting ahead, but when it comes to how we should live in the future, we barely have a decent answer.

AI has driven software production costs down to the level of a few thousand dollars and a few days. The bidding system, built on information asymmetry and commoditized comparison, is losing its foundation. It's the same playbook as the LLM market collapse last year.