The reason for two separate pipelines for a single GitHub Repo is that two pipelines are responsible for deploying to two different AWS accounts (due to legacy reasons, we need to have one piece of code to run in two production environments).
I have looked into the buildkite documentation, but it seems it is not possible. I am aware that I can put the development steps to two AWS accounts into one buildkite pipeline, but I felt it is good to separate them for clarity.
Let me know if separating them is not a good design pattern.
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