Yicong-Huang opened a new issue, #7052:
URL: https://github.com/apache/texera/issues/7052

   ### Task Summary
   
   `LoopIntegrationSpec` (added in #5700) is now the most expensive suite in 
the `amber-integration` CI job. Two cost drivers:
   
   | Driver | Cost |
   | --- | --- |
   | Nested cases run 3x3 iterations; every iteration respawns all region 
workers (~2s per Python worker) | ~2 min of the suite on ubuntu |
   | On macOS the suite intermittently hangs mid-run and burns the whole 
3-minute deadline before `withRetry` re-runs the test | ~3-4 extra min per 
occurrence; observed in 3 of 4 attempts across two runs on 2026-07-29 |
   
   Trim the nested cases to 2x2 (nesting depth, not per-level iteration count, 
is what exercises the counter/routing envelope) and tighten the deadline to 90s 
so a hang costs less. Root-causing the macOS hang itself is tracked separately.
   
   ### Task Type
   
   - [x] Testing / QA
   - [x] Performance
   
   ### Version
   
   main
   
   ### Are you willing to submit a PR?
   
   - [x] Yes I am willing to submit a PR!


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