The magic system treats immortality like a disease you have to live with, not a prize you've won. Every character carries the weight of centuries they never wanted, watching the world reset around them while they stay frozen. The show asks what you'd sacrifice to finally die, then makes you watch someone choose it anyway.
Gu Jian Qi Tan is a fantasy ONA.