In Portainer-managed Docker Swarm environments, Docker configs are the primary method for injecting non-sensitive configuration files—like nginx.conf, application.yml, or logback.xml—into services. An AI integration analyzes these config objects across your Swarm stacks, mapping which services use which config versions. It detects configuration drift by comparing the active configs in your Swarm against a defined golden state or Git repository, flagging services running with outdated or unapproved configurations that could lead to runtime inconsistencies or security gaps.




