Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

AAIF Is Doing to Agent Orchestration What CNCF Did to Containers

The Linux Foundation's AAIF just standardized the agent orchestration layer. History says proprietary frameworks get steamrolled, and value migrates up the stack.

AAIF Is Doing to Agent Orchestration What CNCF Did to Containers

The Dashboard Is Dead. The API Is the Product.

The Frontier Is Bifurcating

Put the SSH Tunnel Inside Your Database Client

The Moat Is Scar Tissue