You can flash your code into the controller. You can then take the controller out, and with the help of required circuits like power supply, clock etc. you can use the same controller with the code in other robotics projects. I think it is same with any development boards. Check the following link to get more details
http://www.procyonengineering.com/embedded/avr/boards/avrminiv4/quickstart.html