Paying more is the one real way to keep good software devs. Everything else is secondary. The real problem is every companay big or small is under risk of getting vanished. So software devs are looking the jobs like a sprint and not a marathon. Don't get this wrong, improving the skills and learning new languages are constantly practised by good devs but money is the real motive to stay.