I didn't know what this insect was, so I searched it on Google and found out it's called a Litchi Stink Bug (Tessaratoma javanica). It damages fruits by piercing them. But we don't have any fruit trees nearby right now, so I don't know how it got here. It also gives off a strong smell when touched!
Let it go...