I found the Markdown help confusing:
Use backticks to create an inline
Press the `<Tab>` key, then type a `$`.
It's confusing because the second line itself is formatted using inline code span. It would be clearer to also display the rendered line (with "<Tab>" and "$" as code, and no backticks).