Writing
2026
From Agent to AGI: A Four-Layer Path and the Intelligence Q-ValueA rare Saturday with an uninterrupted block of time, so I'm using it to think through and organize something Liang Wenfeng raised: continual learning.
AI Agents
The Agent Microkernel: Notes from Thinking and Building。I've been heads-down building for a while now, and I finally have the time to write down what I've learned about agents over this period.
From "Rower" to "Steersman": Harness Engineering and the Meta-System Transition of the AI EraWhen code is free, frontend is not dead, and backend is not dead. What dies is only the old mode of labor in which code is stacked by hand like bricks. We can finally put down the carving knife and the heavy oar, wash our hands, and push open the door to the top deck.
We have taken the helm. And we are setting sail for the stars.
Some thoughts on OpenClawlet us welcome Year One of AI Mate together.