Blip doesn't use a bootloader since it has bootloader on board, however there is only .UF2 link on board page. I do see that some boards do have a .bin download link (maybe even .hex), for example: https://circuitpython.org/board/pca10059/.
What needs to change to blip's page to make that happen?