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Glossary · Acceptance criteria

What are acceptance criteria for AI agents?

Acceptance criteria are the conditions a piece of work must meet to count as done, whether a person or an AI agent did it. You write them before the work starts and check them when it finishes.

In practice

Good criteria are testable. “Loads quickly” is vague. “Renders in under 2 seconds on a 3G connection” can be checked.

They don't describe the design or every possible edge case. They describe the result that must be true.

Why it matters for product builders

Without clear criteria, “done” is an opinion. You discover the disagreement at the end, when changing the work costs more.

What changes in AI-first products

Acceptance criteria now guide the build as well as the review. An agent can test its own work against a precise condition. It can't test “make it fast.”

See how Annsa does it: Done When →

Last reviewed 2026-08-21

Put it to work with your agents.

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