At the festival, she sang a sensual ballad called "Ne mozam da zaljubam po tebe" ("I Can't Fall in Love After You").
At the festival, she sang the well received song called "Tvoeto pismo, moja biblija" ("Your Letter, My Bible") and with this composition, she had a huge hit in Macedonia despite her failure to win the competition.
In October, Andrijana participated in Makfest as part of a duet with Marjan Stojanovski for the song "Ljubov ti e adresa" ("Love Is Your Address").
Andrijana's fondness of duets made her dedicate the song, "Odovde do vechnosta" ("From Here to Eternity") which she sang with opera singer Blagoj Nacoski, to her fans.
After that, Andrijana continued her comeback participating again in Makfest 2005, with the song "Zvezda Vodilka" ("Guiding Star"), where she was successful at gaining more media interest.
It was recently revealed that Andrijana had recorded a song with Eva Nedinkoska called "Tivka Nok" ("Quiet Night"), which will is due to be released along with a videoclip.
In 2009 the follow-up of the CD with traditional Macedonian songs titled "Prikazna za edno mome" ("Story for one Sheila") was released and once again it was produced by Mite Dimovski.
The following year in collaboration with MED Macedonia, she released the Christian CD with Christmas songs for children titled "Dzvezdichka mala" ("Little Star").
In 2011 in collaboration with Tanja Veda she released the children's CD "Koga si srekjen" ("When you are happy") that contains 15 songs from the English speaking regions, translated and sang in Macedonian.
In 2023, Janevska provided vocals for the song 'Feast of Jerrod' on the games soundtrack for Mortal Kombat 1, composed by Wilbert Roget II[8]