Here is a good talk by Joshua Bloch.  Among other things, he touches on best practices for the use of streams and lambdas in Java 8+.  It has the following outline: Prefer lambdas to anonymous classes Prefer method references to lambdas Favor standard functional interfaces Use streams juidiciously Use caution when making streams parallel