I think something is wrong with the principle of explosion, because according to it, if I know $P\wedge \lnot P$, I can deduce $Q$ though I don't know anything about $Q$.
Is it really constructive to decide whether $Q$ is true by only seeing $P$ unrelated to $Q$? If $P\wedge \lnot P$ holds, how do I construct a reason for $Q$ ?
As correctly pointed out by @DanielV, the principle of explosion (aka ex falso quodlibet) just says that $(P \land \lnot P) \to Q$ holds for any formula $Q$ (possibly unrelated to $P$). It does not mean that $Q$ holds, but only that if $P \land \lnot P$ held then $Q$ (which could be anything) would hold; as in a consistent system $P \land \lnot P$ never holds, from the principle of explosion we cannot infer whether $Q$ holds or not.
So, the principle of explosion does not contradict constructivity, this is the reason why it is accepted in a constructive setting such as intuitionistic logic. The principle of explosion just says that if a theory contains a single inconsistency, such a theory is trivial—that is, it can prove everything. Therefore, according to the principle of explosion, there is only one inconsistent theory: the trivial theory that has every sentence as a theorem.
An informal justification of the principle of explosion is the following: if $P$ and its negation $\lnot P$ are both assumed, then $P$ holds, from which it follows that at least one of the claims $P$ and some other (arbitrary) claim $Q$ holds. However, as we know that either $P$ or $Q$ holds, and also that $P$ does not hold (that is, $\lnot P$ holds) we can conclude that $Q$ holds. This argument is constructive, in that it is valid in classical logic as well as in intuitionistic logic.
There are logics that reject the principle of explosion: paraconsistent logics and in particular minimal logic. Such logics make it possible to distinguish between inconsistent theories and to reason with them. The idea is that it ought to be possible to reason with inconsistent information in a controlled and discriminating way, which is precluded by the principle of explosion.
For more information, see here, here and here.