tech

March 25, 2026

You're using the wrong kind of agent. Here's the one question that tells you which one you actually need + 3 diagnostic prompts

There are four kinds of agents. Most people think there’s one.

You're using the wrong kind of agent. Here's the one question that tells you which one you actually need + 3 diagnostic prompts

TL;DR

  • There are four types of AI agents: coding harnesses, dark factories, auto research, and orchestration frameworks.
  • Confusion over these agent types leads to misapplication of tools and wasted resources.
  • Analysts project the AI agent market to grow significantly, from $8 billion in 2025 to over $50 billion by 2030.
  • The article will detail each architecture, how experts differentiate them, a diagnostic question to identify the correct agent, operating principles for each, and diagnostic prompts.

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