Veteran police captain Peng Zhaolin is haunted by a past failure when he encounters a gruesome murder scene linked to the elusive criminal Deng Ligang. As he grapples with guilt for missing a chance to apprehend the suspect, Zhaolin vows to bring justice for the victims, setting off a decade-long pursuit that reveals the dark underbelly of crime in their city.