Ng Shangru

The Road Under the Harness
The Lab

The Road Under the Harness

Previously I wrote about building a harness for yourself. This one is about the environment you're building in, and why at enterprise scale, if the platform underneath doesn't exist, individual wins have nowhere to accumulate.
AgenticInfrastructure
Harnessing the harness
The Lab

Harnessing the harness

On building your own multi-agent orchestrator, and why owning the infrastructure around AI matters.
Agentic
The other side of Agentic AI

The other side of Agentic AI

An agent's utility is capped by its environment interface rather than just its reasoning capabilities.
Agentic