> It seems that the Russian soldiers are making efforts to avoid attacking civilians directly. Counterexamples exist and could be explained by rogue units, incompetence, or hot-blooded revenge on local resistance.

They're hitting a lot of hospitals and civilian infrastructure. As per their typical operating procedures, c.f. Syria.