An approach I tend to prefer more is by specifying the container's name (network_mode):

services:
  mycontainer1:
    image: myregistry/my-container1:latest
    ports: ['6666:7777']
  mycontainer2:
    image: myregistry/my-container2:latest
    network_mode: container:mycontainer1     # <---