I do, and have done for 20-odd years or more. Only now I have a machine to do the donkey work. Actually it does a better job than I do, because it doesn't get bored of kneading.
I use butter in mine, 25g to 450g flour. If you leave out any fat it goes stale very quickly - more fat = longer shelf life. French batons are fatless, which is why they have to be eaten on the same day they are baked, whilst brioche is very rich, and it'll keep a week.I also mix my own flour 2:1 wholemeal to granary.
Some recipes use Vitamin C powder and milk powder. It's supposed to help rise, I think. I don't bother.
But I do find that it matters a lot what sort of flour you use. I buy mine from a mill in Derbyshire in, 18kg at a time. It's always good, but it does differ, depending on the source of his wheat, I guess. The new batch I've just started is very heavy, and I'm having to double the amount of yeast and sugar I use to get the bread to rise the same as the last batch. You will have to experiment a bit.
If I run out and have to buy from the supermarket, I buy Allinson's Wholemeal and Hovis (I think) granary.
Machine or by hand, go for it!