Grab the One-Minute Test That Tells You If Your Task Needs a Chat, One Agent, a Team, or Nothing at All

Watch now | The agents work. It’s the dispatch rule that’s missing. Four estimates sort any task on your desk in about a minute, including the verdict nobody sells you: don’t bother.

TL;DR

  • Over 1.6 million AI agents signed up for a social network, but most remained idle.
  • A new market emerged in China where people pay to uninstall a free AI agent (OpenClaw).
  • The author argues that AI agents themselves are capable, but the difficulty lies in deciding when to deploy them.
  • Historically, 'thinking' involved hiring people or waiting; now, AI thinking is metered and purchasable.
  • A new 'budgeting' approach is needed to determine which tasks warrant AI deployment.
  • The article provides a guide and tool to classify tasks into 'chat,' 'single agent,' 'team,' or 'don't bother' categories.
  • Key estimates for task assessment include size, independence, separation, and checkability.
  • The guide discusses why spending on AI yields results and its limitations, citing Stanford and Anthropic research.
  • It also covers the economics of 'don't bother' tasks, which may be agent-suitable but not worth building.
  • By the end of the guide, users should be able to assess any task and know its AI suitability within a minute.