Abner Shang

尚臻业

Strategy into structure. Structure into results.

Recent

The IDE Just Got Demoted

JetBrains' Air and Junie CLI point to an inversion worth watching: the IDE becoming a feature inside an agent orchestration layer, instead of the workspace...

The IDE Just Got Demoted

Stop Growing the Context Window. Start Delegating It.

The Moat Moved to the Runtime

How Paywalls Hand the Training Set to State Media

AI Disclosure Is Becoming the Baseline. Human-Only Is the Next Premium.