Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

The Coding Agent Boom Still Needs a Steering Wheel

Coding agent companies are attracting huge valuations, but the next constraint may be the interface that lets humans review, compare, coordinate, and steer...

The Coding Agent Boom Still Needs a Steering Wheel

The GPU Cycles You Already Paid For Are Training Your Next Model

Shadow A2A: Why Local Agents Can Look Like an Intrusion

Singapore Is Moving Agent Governance From Debate to Implementation

The Zero-Human Company Still Has Humans Somewhere