I created a test case (work item) in Visual Studio Team Services (previously Visual Studio Online) and associated it with an automated test.
1 - You can run a build which runs your tests. I don't think you can run individual tests.
2 - You can access the test case iteration data using the DataRow property on the TestContext.
testContextInstance.DataRow["Name"].ToString();
You cant run individual automated Test Cases in the Web yet, but you can run them from Microsoft Test Manager.
On the "run" tab in MTM you can select any automated test cases and create a test run for a particular build (where it gets the DLL) and a particular environment (where that build is deployed).
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