Check out the docs at Apache Kafka web site: http://kafka.apache.org/documentation/streams/
Find more links about Kafka Streams at Kafka Ecosystem page.
Below is a list of KIPs that are not release yet. Go to Kafka Streams KIP Overview for KIPs by release (including discarded KIPs).