Limit on number of scripts running simultaneously in a page

Try to add this line in your caddyfile to start php-cgi alongside caddy (instead of using a service):
on startup C:\path\to\php\php-cgi.exe -b 9123 &

Ref:

https://caddyserver.com/docs/on

Which version of Windows are you using?