We can show that $\sqrt{3+i} \notin \mathbb{Q}(i)$ without too much effort, e.g. by solving $$(x+yi)^2 = (x^2 - y^2) + (2xy)i = 3+i$$ Therefore, we can try to find approximations, using only rational elements of the field. What are the continued fraction digits
$$ \sqrt{3+i} = [a_0;\overline{a_1, a_2, \dots, a_n}] \in \mathbb{C}$$ with $a_i \in \mathbb{Z}[i]$. I'm quite sure they repeat.
Even the first digit, I wonder how we can compute it? $$ \lfloor \sqrt{3+i}\rfloor \in \mathbb{Z}[i] $$ We could solve an equation of some kind perhaps $a^2 + b^2 < 3^2 + 1^2 = 10$. Not too many solutions to that.
I guess, there's no "positive" $\sqrt{3+i}$ so I guess it's the one with positive real an imaginary part, something like $\mathbb{R}_{\geq}\oplus\mathbb{R}_{\geq}$.
Continued fraction are defined for $x\in\mathbb R_+$ and can be calculated via the Euclidean algorithm, i.e. integer division.
Complex numbers can not be compared to "less" and "greater", so the operation of integer division is not defined on $\mathbb C.$ This possibility can be defined only for special subsets of $\mathbb C.$
Therefore, in the Hurwitz decomposition algorithm, instead of integer division, rounding is used independently for real and imaginary parts.
Let us find the point $a(x,y)\in \mathbb Z_i,$ the square of which is the nearest to $3+i.$
Attempt of approximation using norm $$N=|a^2(x,y)-(3+i)|$$ cannot guarantee N < 1 for the considered example.
More perspective looks preliminary square root extraction, $$r(s,t) = \sqrt{3+i},$$ $$s^2-t^2 + i(2st) = 3+i,\quad s^2+t^2 = \sqrt{10},$$ $$s^2=\dfrac{\sqrt{10}+3}2,\quad t^2=\dfrac{\sqrt{10}+3}2,\quad 2st=1,$$ with the solutions $$r=\pm(s+it),\quad s=\dfrac{\sqrt{\sqrt{40}+6}}2\approx1.75532,\quad t = \dfrac1{2s}=\dfrac{\sqrt{\sqrt{40}-6}}2\approx0.284849.$$
For the "positive" root Wolfram Alpha gives continued fraction $$r=[2; \{-2 - 2i, 4\}]$$ (using the Hurwitz expansion).
How does it work? $$a_0 = [\Re r+0.5]+i[\Im r+0.5] = 2,$$ $$r_1 = \dfrac1{r-a_0} = \dfrac{(r-a_0)^*}{|r-a_0|^2}= \dfrac {s-2-i t}{(s-2)^2+t^2},$$ $$r_1 = \dfrac{\sqrt{\sqrt{40}+6}-4}{2(4+\sqrt{10}-2\sqrt{\sqrt{40}+6})} - \dfrac{\sqrt{\sqrt{40}-6}}{2(4+\sqrt{10}-2\sqrt{\sqrt{40}+6})}i \approx -1.73523 - 2.02008 i,$$ $$r_1=\dfrac1{\sqrt{3+i}-2}=\dfrac{\sqrt{3+i}+2}{-1+i} = -\dfrac{1+i}2(\sqrt{3+i}+2)$$ $$a_1 = [\Re r_1+0.5]+i[\Im r_1+0.5] = -2-2i,$$ $$r_2 = \dfrac1{r_1-a_1} = \dfrac{(r_1-a_1)^*}{|r_1-a_1|^2}= \dfrac {s+2-i(t+2)}{(s+2)^2+(t+2)^2},$$ $$r_2=-\dfrac2{(1+i)(\sqrt{3+i}-2]}= -2\dfrac{\sqrt{3+i}+2}{(i+1)(i-1)} = \sqrt{3+i}+2\approx3.75532+i0.284849$$ (see also Wolfram Alpha).
Easily to see that $$a_2=a_0+2,$$ and that the denominator $r_2-a_2$ repeated.