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Assess scalability of CAPZ using ASO vs. Azure SDK #3547

@nojnhuh

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@nojnhuh

At a high level, we should ensure CAPZ's current scalability limits do not drop below what's acceptable once we start using ASO. Scalability in this case refers to the total volume of clusters (in number and in size) that CAPZ can manage.

Limits to look out for include:

  • CPU/memory usage (of both CAPZ and ASO)
  • Azure API rate limits
### Dependencies
- [ ] #3524

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priority/important-longtermImportant over the long term, but may not be staffed and/or may need multiple releases to complete.size/XLDenotes a PR that changes 500-999 lines, ignoring generated files.

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