As you enter into Agile world, a statement welcomes you - "Just do enough documentation". For quite sometime, I was puzzled what we really mean by this. In my view "just-enough" is very ambiguous or abstract. You cannot quantify it. For some who are working for a development project, creating documentation may not make much sense as you can find people just across your table to answer your question and you can get away by doing "not just-enough documentation" (no java-docs, no project overview etc). However when you come in maintenance cycle of the project, it just sucks. Maintenance may implicitly means new people, a long project cycle and people who leave the project or even organization itself.
What do you do then? People who were in the project at the beginning may not be there anymore, either from customer side or from software developers side. Without having a knowledge repository, new people will try to reinvent the wheel, will go through the code (white box, which ideally should be a black box most of the times) or will look like people who enter in a dark tunnel without having clue on what they are supposed to do.
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