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In this lesson, we are going to talk about how Lang Smith helped us solve the main challenge we find

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during the beta testing phase.

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Remember, the main challenge we face in this beta testing moment is to respond to the question how

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to process and analyze the feedback of the initial users.

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We will see that Lang Smith is going to help us in different ways.

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We will filter traces with negative human feedback to understand the problems.

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We will inspect interesting traces and enter annotations about them.

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And finally, we will expand the test dataset by adding runs as examples.

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We are going to see this in the next detail video.

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And when we finish that we will cover the production phase.

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How to solve the main challenges we find in the production phase with the help of Lang Smith.

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As we go now to the detail video.