This does get deeeep
The speed of light is also related to our definitions of time. This also is not the same everywhere

For instance you can say one second is the interval required for light to travel 186,000 miles. This is obviously not true everywhere. Possibly not true anywhere.
"c" is a defined "constant". This is not the same as saying the speed of light is constant. For instance I could define the temperature of boiling water as a constant. Obviously it is not the same in every possible frame of reference. Understand this and it may help.
What happens to an observer not in our frame of reference is that the light is red or blue "shifted".
This is another manifestation of the "Doppler Effect".
If you Google "red shift", "Doppler Effect", Black Hole, or "prism" you can easily get more confused
The whole relationship between time, light, and the various frames of references has kept theologists, physicists, and philosophers out of other meanesses for quite a while

Still is