How can I get of weeds and their stickers?

I have a yard in west Texas. The desert Southwest. If you’ve ever seen. A western you know the weeds and their seeds(stickers) are everywhere. I can’t find a way to kill them without killing the grass, veggies, trees, etc around them. Picking by hand is next to impossible and hiring a company is expensive. Any ideas?

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