Awesome Sysadmin: Open-source sysadmin resources
An impressive list. However - how do you choose the right tool for your needs? "What is the best tool for ..." is usually rejected in SO (and other Stack Exchange sites). A "Stack Overflow for tools" recommendations, pros and cons would be great.