This is exercise I-$43$(a) in Eisenbud/Harris, Geometry of Schemes.
Let $k[t] \rightarrow k[x,u]/(xu)$ be a $k$-algebra homomorphism given by $t \mapsto x+u$. For $\alpha \in k$, the fiber ring corresponding to the prime ideal $(t-\alpha)$ of $k[t]$ is given by $k[x]/x(x-\alpha)$. This fiber ring has exactly two prime ideals if $\alpha \neq 0$ and one prime ideal otherwise. The authors say that for $\alpha=0$ the fact that $k[x]/x^2$ is a two-dimensional $k$-vector space reflects the local structure of the map at the point $(x,u) \in \operatorname{Spec}(k[x,u]/(xu))$. However, even if $\alpha \neq 0$, $k[x]/x(x-\alpha)$ is still two-dimensional as a $k$-vector space, so that i don't see how the vector space dimension of the fiber ring captures something special about the point $(x,u)$. On the other hand, i do see that $k[x]/x^2$ can not be isomorphic as a ring to $k \times k$ because the latter has two prime ideals. But now what is the ring isomorphism identifying $k[x]/x(x-\alpha)$ with $k \times k$? The obvious map that identifies these two as $k$-vector spaces seems not to be a ring homomorphism.