Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

OpenClaw Is Becoming a Platform, and That Is the Risk

OpenClaw is shifting from a generic agent framework toward a specialized platform. The moment it feels safest to adopt is also when lock-in costs are highest.

OpenClaw Is Becoming a Platform, and That Is the Risk

The Sovereign Tier: Why Cheap AGI Will Not Save Your Margins

The Worker-Model Tier Is the Real Product

The Durable Moat in Agent Control Planes

One Throat to Choke Means No Independent Witness