How do you actually organize saved links without building an unnecessary dashboard?

I've imported my browser links into almost every popular bookmarking app out there hoping for better organization.

But maintaining all those boards and custom categories quickly feels like taking on a second job.

I just need to save an article in two seconds and find it easily months later without managing a whole new productivity workspace.

What system or lightweight tool have you actually stuck with for years instead of dropping after a month?