Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

The Runtime Is Becoming the Product

AI's competitive focus is shifting from chat UI to agent control planes. The differentiator is increasingly execution boundaries, state, and operator trust.

The Runtime Is Becoming the Product

The Money Is Going to the Engine. The Bottleneck Is the Steering Wheel.

The IDE Just Got Demoted

Stop Growing the Context Window. Start Delegating It.

The Moat Moved to the Runtime