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Provide a plugabble and configurable alternative to UNIX tools like grep, awk, tail, head, cut, sort, uniq or even some perl based scripts in a Java environment. A bit like what Apache Ant means to good old make.
With Log4J and the Java logging framework being floodgate-based, I personally still see the need for a bit-masked logging framework, where you not only have categories but actual event types instead of event levels. This will be that framework.