[3] At Midnight came into view when Hallels reported that Elevation Worship would be releasing a new single titled "See a Victory" on August 9, 2019.

[4] Chris Brown of Elevation Worship talked about the inspiration behind the EP,[5] saying: For this album, we drew a lot of inspiration from Acts 16 where Paul and Silas are thrown into prison... As they worshipped God, verse 25 tell us that the prison doors swung open at midnight and their chains were loosed.

"See a Victory" was released in digital format as the lead single to At Midnight on August 9, 2019.

[2] Kevin Davis of NewReleaseToday gave a favourable review of the EP, describing it as "a moving and prayerful worship experience.

"[7] Jesus Freak Hideout's Michael Weaver described the EP in his four-and-a-half star review as "a really solid modern worship recording.