Yes, but programming languages are categorically limited to context-free grammar. This means that every expression written in a programming language is explicitly defined to have precisely one meaning.
The advantage of natural language is that we can write ambiguously defined expressions, and infer their meaning arbitrarily with context. This means that we can write with fewer unique expressions. It also means that context itself can be more directly involved in the content of what we write.
In context-free grammar, we can only express "what" and "how"; never "why". Instead, the "why" is encoded into every decision of the design and implementation of what we are writing.
If we could leverage ambiguous language, then we could factor out the "why", and implement it later using context.
The advantage of natural language is that we can write ambiguously defined expressions, and infer their meaning arbitrarily with context. This means that we can write with fewer unique expressions. It also means that context itself can be more directly involved in the content of what we write.
In context-free grammar, we can only express "what" and "how"; never "why". Instead, the "why" is encoded into every decision of the design and implementation of what we are writing.
If we could leverage ambiguous language, then we could factor out the "why", and implement it later using context.