In evaluating elementary $\epsilon$, $\delta$ proofs of limits, one often sees the following sort of move:
$$ \left|2x - 8\right| = \left|2(x-4)\right| = 2\left|x - 4\right| \dots$$ (See e.g. here (14:00): https://www.youtube.com/watch?v=DdtEQk_DHQs&t=420s)
I suppose this makes sense if you think about going the other way, namely $\,2\!\cdot\!\left|x - 4\right| = \left|2(x - 4)\right|\,$ in this example.
On the other hand, it is a fact that $|a| \geq a$. So given that, it seems the derivation should be:
$$ |2x - 8| = |2(x-4)| = |2||x - 4| \geq 2|x - 4| \ldots $$
I'm probably missing something glaringly obvious, but naively this feels like a paradox. Where is the mistake?
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P.S. Also, I'm well aware of solving absolute value equations and inequalities by cases, converting to $\pm$, etc. But is there a good source on techniques for "ridding" an expression of absolute value? Squaring both sides is one, replacing $|a|$ with $\sqrt{a^2}$ is another. (A rigorous exposition of algebraic manipulation of absolute value expressions would suffice.)