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Please implement adk conformance test --mode live #7290

Description

@ftnext

🔴 Required Information

Is your feature request related to a specific problem?

adk conformance test --mode live has remained unimplemented for about a year since its introduction in v1.15.0 (September 2025).
Every discovered test case fails with “Live mode is not implemented yet.”
https://adk.dev/evaluate/#evaluate-with-conformance-testing

Live Mode: Runs evaluation-based verification against active environments (Note: This mode is a work in progress).

It is also unclear when to use adk conformance test --mode replay instead of adk test (since v2.0.0).

Describe the Solution You'd Like

Implement live execution and evaluation for conformance test cases, with pass/fail results and report generation.
Please also clarify the intended use of replay mode versus adk test in the documentation.

Impact on your work

I cannot use conformance tests to check behavior against live model responses, and the distinction between the two replay-style commands makes it hard to choose a testing workflow.

Willingness to contribute

No

Activity

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