Anti-Slop Architecture: Redefining Knowledge Work with AI

What we’re observing in the most advanced agents — especially with the evolution of CLI agents and the Anthropic Claude Cowork — isn’t just an interface improvement or a new layer of abstraction, but a clear architectural shift at the starting point ...