Solution (source code)

= Solution

This is an <asymmetrically almost-subadditive sequence>. The limit must be allowed to take the value $-\infty$; the stated hypotheses alone do not imply a finite real limit. Define
$$
I=\inf_{k\ge1}\frac{x_k+\alpha_k}{k}\in[-\infty,\infty).
$$
Fix $k$, and write $N=qk+r$ with $1\le r\le k$. Repeatedly apply the given inequality with the first summand equal to $k$. Induction gives
$$
x_N\le q(x_k+\alpha_k)+x_r.
$$
For fixed $k$, there are only finitely many possible residual terms $x_r$, so division by $N$ and passage to the upper limit yield
$$
\limsup_{N\to\infty}\frac{x_N}{N}\le\frac{x_k+\alpha_k}{k}.
$$
This holds for every $k$, and therefore the upper limit is at most $I$. If $I$ is finite, its definition also gives $x_N/N\ge I-\alpha_N/N$, so the lower limit is at least $I$ because $\alpha_N/N\to0$. If $I=-\infty$, the upper bound by every $(x_k+\alpha_k)/k$ makes the upper limit $-\infty$ directly. Thus in both cases
$$
\boxed{\lambda=\lim_{N\to\infty}\frac{x_N}{N}=\inf_{k\ge1}\frac{x_k+\alpha_k}{k}.}
$$
In particular,
$$
\boxed{x_n\ge n\lambda-\alpha_n.}
$$
When $\lambda=-\infty$ this inequality is interpreted in the extended-real sense. For example, $x_n=-n^2$ and $\alpha_n=0$ satisfy the assumptions but have normalized limit $-\infty$. A finite-limit assertion would need an additional lower linear bound.