Twitter library 1.3.0 connection failed.

Using Arduino Interfacing w/ Software on the Computer
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Some DHCP servers will allow you to reserve a specific IP address for a device given it's MAC address.
That way your arduino Ethernet shield would get the same IP every time. Maybe your DHCP server can do that ?