Mirrors vs contract tests

Where they differ

A contract test passes when the schema matches; trace conformance asks whether the agent would have done the same thing.

Both can run in the same pipeline; the mirror adds the behavioural gate.

When to pick which

contract tests remains the right tool when its own strengths are what you need; a mirror is for testing an agent against a backend that behaves like production without being production.