The network name and password is set through environment variables at build time.
SSID=WiFi-network PASS=WiFi password cargo build
This includes the CYW43 firmware so it's fairly big (use --release to reduce it a bit). When started it connects to the network and gets an addres through DHCP. The server presents a page that lets you turn the LED on/off.