VIM: exit insert mode with :normal command

To add a literal <ESC> to your command, while in insert mode, press CTRL+V then <ESC>.

See :help i_CTRL-V.

The maintainable solution would be:

exe "normal! Ihello\<c-o>Aaworld\<esc>"

... :h :normal