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This problem was caused due to a sudden spike in traffic, coupled with an additional automation tool running at the same time. The traffic volume has subsided and as such the service is back to normal.

A high amount of requests was issued against our public endpoints and caused a high load on OpenSearch, but has now subsided. We're still investigating.