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gitlab-runner: Provide CPU/memory requests/limits for runner containers

Dduvall requested to merge review/executor-resource-limits into main

According to the docs on cluster autoscaling, an autoscaler will only increase the size of a cluster when (from the docs):

  • there are pods that failed to schedule on any of the current nodes due to insufficient resources.
  • adding a node similar to the nodes currently present in the cluster would help.

See https://github.com/kubernetes/autoscaler/blob/41e1ea69fb736385f6a608df8d30fd7067bf6e51/cluster-autoscaler/FAQ.md

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