A Field Guide to AI Agent Species

Discretion is the variable that tells you how much testing, review, and autonomy an AI agent can safely carry. Two agents can share the same LLM, runtime, and provider while requiring completely different qualification protocols. The practical move is to push discretion downward wherever possible, because cheap grading compounds reliability faster than sophisticated coordination on shaky inputs.