Last month I wrote that ignorance is an advantage. This month agents burned me four times: performance inflated by orders of magnitude, a lab machine bricked, optimizations going in circles, and goals too high to ship. Ignorance gets you started; common sense keeps you from getting played.
Today I went to the AMD Developer Conference in Shanghai. Over 2,000 people packed the venue, and AMD gave one of its two developer awards to a non-coder who used an AI agent to rewrite a project in Rust. A year ago everyone worried about demand; six months later, all anyone asks is: 'Got more supply?'
The day South Korea's presidential office proposed turning AI windfalls into a universal dividend, Samsung's union was threatening to strike. That sat in the middle of three questions AI poses to society: unemployment first, then a deeper one—when work no longer defines value, what keeps people going?
Make AI inference deployment as simple as installing an app. AIMA automatically detects hardware, selects optimal configurations, and deploys with one click, turning every machine into an AI inference node.
Say goodbye to SSH and manual troubleshooting. Connect devices with one command, describe requirements in natural language, and let the AI Agent automatically handle diagnostics, installation, repairs, and upgrades.
Compress 1 hour of Feishu app configuration into 5 minutes. One-click automation completes the entire workflow of app creation, permission configuration, and OpenClaw integration—let developers focus on products, not platform integration.
