I don’t know if this is exact enough, but I use IKEA switches and IKEA or other ZigBee bulbs.
The switches looks like a different brand of paddle switches. They work like “dumb” paddle switches as a starting point, and then you build smartness on top of that.
If you do it right, they also work when internet is down and your server is crashed. Actually this is how they work out of the box. (I think the bridge must be powered on, but if you don’t have power…)
Sorry for being inaccurate, I said “bulbs” but it’s actually a mix of bulbs, spotlights and panels. I’m okay with any form factor that fits the situation.
That said, I haven’t had any issues with bulbs. The shape is practical due to history, meaning there’s a very wide selection of lamps etc.
For both bulbs and spots I tend to go with “several”. I have very few places with just one bulb, it’s usually 2, 3 or 4 bulbs in a lamp, and up to 9 spots. This means that they rarely need to go full power, and that should make them last longer. I haven’t had any dying on me yet.