The whole point of Kolmogorov complexity is that there exists some language for minimal description length of an arbitrary program and you compare optimal descriptions across languages. In other words, the point is to explicitly consider the choice of language as part of the encoding scheme that needs describing. That choice is included as part of the description whose length is being measured.