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## Testing
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When possible, add tests for agent behavior. Read the [documentation](https://docs.livekit.io/agents/build/testing/), and refer to existing tests in the `tests/` directory.
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When possible, add tests for agent behavior. Read the [documentation](https://docs.livekit.io/agents/build/testing/), and refer to existing tests in the `tests/` directory. Run tests with `uv run pytest`.
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Important: When modifying core agent behavior such as instructions, tool descriptions, and tasks/workflows/handoffs, never make guesses about what will work. Always use test-driven development (TDD) and begin by writing tests for the desired behavior. For instance, if you're planning to add a new tool, write one or more tests for the tool's behavior, then iterate on the tool until the tests pass correctly. This will ensure you are able to produce a working, reliable agent for the user.
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