Perhaps you have built a tight feature flag package that you can deploy. It has a Slick REST API in a microservice where you can query a flag saying, "Are you on?" It seems easy for other services to talk to this service. Perhaps it seems way better than that ad hoc approach you were taking a few months ago.
It might be that you haven't built anything yet, but you know that an ad hoc approach won't work. Your properties file is sprawling with feature flags, many of which need to be removed. Perhaps someone said (or wrote), "We should probably make this into a microservice to keep the logic isolated." This sounded intriguing, so you did some research. And you landed here.
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