Honestly, I’d be surprised if static IPs fix it. Docker’s default network type (bridge network) is very good at assigning IPs to containers without clashing, even with container restarts and replacements: it’s been battle tested for years in production use. As others have said, standard DNS hostnames of containers should be sufficient. But I’ll certainly be interested to hear your results.