The K programming language is interconnected with the kdb+ database, which uses the Q query language as an interface. K is a simplified version of the APL language, known for its concise syntax. The discussion includes resources for learning K, the nuances of its versioning system, and the general syntax of K programs. Users are encouraged to explore external guides for deeper understanding, despite some limitations with examples in those resources.