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We can use the CSRun command-line tool (CSRun.exe) which deploys a service to the development fabric and manages the running service. The CSRun tool can be found at C:\Program Files\Windows Azure SDK\v1.0\bin\csrun.exe.
For example, to determine the service endpoint and port I can run:
[c]:\Program Files\Windows Azure SDK\v1.1\bin\csrun.exe /status and get the status information about the running [...]