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In our team all task's steps are always done by the same developer. I.e for task 1, person A does design, development, and testing; for task 2, person B does does design, development, and testing, etc. Does it make sense to use Kanban in this case?

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You can still use kanban so you can see progress, and keep the person limited to 1 task. However, having the same person do development and testing is a recipe for disaster. –  CaffGeek Dec 28 '11 at 18:05
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up vote 6 down vote accepted

I would suggest still using Kanban by slightly changing the process:

Person A does design            Person B does design
Person B Reviews A's Design     Person A Review's B's design
Person A does development and   Person B Does Development and Initial Testing.
initial testing
Person B QA's person A's work   Person A QA's Person B's work.

Putting all tasks with 1 developer as Chad pointed out is a recipe for disaster while not in the initial stage but most certainly down the road when maintenance on the project would be required.

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I would also suggest to add "writes unit tests" step along with the development. It is also a good idea to clarify what your done-done state includes (is it done when qa is done? or will it require documentation after all? will it require to be integrated as a part of done?) having clear picture for each state will help you to gain more from Kanban. –  Paul Dec 28 '11 at 23:08
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