1.16.2026

Task Queues Are Replacing Chat Interfaces

In this video, I share the inside scoop on why Claude Cowork matters more than the feature list suggests:

 • Why file system agents beat browser agents for high-stakes work
 • How the anti-slop architecture shifts cognitive load upstream
 • What task queues replacing chat means for AI interaction
 • Why Anthropic shipped this in 10 days using their own tool