Not only would we be next door to a military dictatorship, that military dictatorship would be responsible for smuggling billions of dollars in dangerous and illegal drugs.
It probably makes way more sense NOT to coup, so that the officials in government have nation-state plausible-deniability, preventing a proportionate military response from the USA.