Merging disco, post-disco 80s pop, and boogie into the fold, 'MLDE' was recorded using only analogue instruments, giving it warmth and space. Recorded on cassette, ¼ and ½ inch tape, this gives moments of lo-fi abstraction between the beats of an aggressive, tight drum kit. Instruments used for this recording range from saxophone, trumpet, harpsichord, guitar, and rare analogue synthesisers. The bass sound is shaped by early 80s boogie records, whilst the influence of artists such as Hamlet Minassian can be heard in some of MLDE's more driving disco outings, such as 'Hues of Red'. In the tradition of Soviet vocal group records, which the band has studied, some songs are sung by a vocal quartet in homage to this tradition.
The format and message of pop and disco are commonly viewed just to entertain and move bodies around a dancefloor; however, lyrically, the subjects range from dialectical and historical materialism, class struggle, Marxist theory and praxis, as well as the concept of Marxist disco music.