I’m using todo.txt, which is a basic plain text file following a simple syntax. I added various extensions to work with this: todo.txt-more, which does things like:

• make things accessible through a simple menu (dmenu/bemenu/rofi) system.
• time tracking functions
• synchronisation with github issues and/or e-mail