Clearing vegetation and material selection can make a huge difference, just don’t expect a normal house to be ok anywhere near a fire.
* https://www.intermap.com/risks-of-hazard-blog/2015/03/does-y...
* https://ibhs.org/ibhs-news-releases/embers-cause-up-to-90-of...
It seems that by dealing with anything on/near your structure that can be ignited by them can reduce risk by quite a lot.
It is really amazing the amount of heat released, and how quickly, in one of these fires.
* https://www.youtube.com/watch?v=Dq6wy_tffpg
Quite often what happens with radiant heat is that it breaks a window, which then allows embers to go into the house and set it alight. Embers are actually the things that cause the most damage:
* https://www.intermap.com/risks-of-hazard-blog/2015/03/does-y...
* https://ibhs.org/ibhs-news-releases/embers-cause-up-to-90-of...
On the other hand radiant heat often kills people the most (e.g., through heat stroke).
Then trim vegetation from your house at least 30'/10m, and keep things tidy out to at least 100'/30m:
* https://www.readyforwildfire.org/prepare-for-wildfire/get-re...
* https://www.nfpa.org/Public-Education/Fire-causes-and-risks/...
Make sure there are no dries leaves or pine needles gathered in places, ensure that your attic vent is properly screened from embers, that flammable furniture (e.g., cushions) is not laying about too close to the house.
Lots of simple, preventative measures that people can do to increase their odds.