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@willik willik commented Feb 3, 2026

Summary

  • Analyzes GitHub PR data from Feb 2025 - Feb 2026 to project concurrent test environment counts if auto-provisioning is enabled
  • Finds average concurrent environments would be 41, with peak at 69
  • Validates projections against current cluster baseline (32 legitimate environments at ~50% opt-in)
  • Concludes current infrastructure capacity is sufficient—no scaling required

Recommendation

Proceed with auto-provisioning. Add monitoring for concurrent environment count with alerts at 60/70/80 thresholds.

Analyzes GitHub PR data from Feb 2025 - Feb 2026 to project concurrent
test environment counts if auto-provisioning is enabled. Key findings:
- Average concurrent environments: 41
- Peak concurrent environments: 69
- Current infrastructure capacity is sufficient

Recommends proceeding with auto-provisioning without scaling.
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