I pulled this list together when this thread was first started. It's basically the 50 albums I had actually listened to and enjoyed last decade. I've definitely become one of those people who have set music tastes, and just go back to albums by the same artists.

In no particular order:

Los Campesinos - Romance is Boring
Los Campesinos - Hello Sadness
Los Campesinos - No Blues
Los Campesinos - Sick Scenes
Taylor Swift - Red
Taylor Swift - 1989
Noah Gundersen - Ledges
Noah Gundersen - Carry the Ghost
Noah Gundersen - White Noise
Noah Gundersen - Lover
Manchester Orchestra - Simple Math
Florence and the Machine - Ceremonials
Florence and the Machine - High as Hope
The National - High Violet
The National - Trouble Will Find Me
The National - I Am Easy to Find
Band of Skulls - Sweet Sour
Band of Skulls - Himalayan
Vampire Weekend - Modern Vampires of the City
Augustana - Augustana
Ryan Adams - Ashes & Fire
Hey Rosetta - Seeds
Hey Rosetta - Second Sight
The Jezabels - Synthia
James Vincent McMorrow - Early in the Morning
James Vincent McMorrow - Post Tropical
James Vincent McMorrow - We Move
Ed Sheeran - +
Vance Joy - Dream Your Life Away
CHVRCHES - The Bones of What You Believe
CHVRCHES - Every Eye Open
Kacey Musgraves - Same Trailer Different Park
Kacey Musgraves - Golden Hour
Laura Stevenson - Sit Resist
Laura Stevenson - Wheel
The xx - I See You
Hozier - Wasteland, Baby!
Ben Howard - Every Kingdom
Ben Howard - I Forget Where We Were
The Antlers - Burst Apart
The Antlers - Familiars
Torres - Torres
Torres - Sprinter
Brandon Flowers - The Desired Effect
Destroyer - Kaputt
Sigrid - Sucker Punch
Lorde - Melodrama
Maggie Rogers - Heart It in a Past Life
Matt Corby - Rainbow Valley
Adele - 21
Dodie - Human
Mallrat - Driving Music