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Why do we use WebDriver instead of Selenium IDE?

Selenium IDE is a Record and Playback tool, which is very easy to use, but it's very unreliable. Record and playback is typically a frowned upon in web applications. Since web applications are frequently changed, the IDE is not an ideal solution for a production environment, because of the maintenance nightmare that may arise.
IDE is designed to be a quick solution to automation, NOT a solution to a full regression suite.
This is not a hypothetical: when you test dynamic tables (like those managed by DataTables), the user can change anything at any time.
This can be one of the reasons a sequence of commands created with the IDE would fail with WebDriver. It just does not know what to wait for.
It is possible to add waits manually in the IDE but if you are doing this, then you are no longer "just record[ing] all of our test cases". And what you are doing becomes more like writing code for WebDriver.
When you use the IDE to record actions, the sequence of commands is like the earlier snippet: lots of round-trips. When you write your code for WebDriver, you have the opportunity to optimize as you code

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