Query parameters are length-limited, because HTTP URIs are: https://www.rfc-editor.org/info/rfc9110/#section-4.1-5. There is no expectation for arbitrarily long HTTP URLs to be functioning.
Your link doesn't say URIs are length-limited
Your link doesn't say URIs are length-limited