bvolpato opened a new pull request, #40776:
URL: https://github.com/apache/beam/pull/40776

   The remote-inference retry tests use a real stochastic throttler. Repeated 
fake failures can keep the test waiting until pytest times out, as seen in 
[macOS Python 3.14 
CI](https://github.com/apache/beam/actions/runs/40165048888/job/121084279686).
   
   Mock throttling and backoff waits in the retry tests, while checking both 
retry exhaustion and successful recovery. Check the expected request error 
rather than accepting any pipeline exception.
   
   Reproduced the hang with a forced throttle decision. The focused 
remote-inference and adaptive-throttler tests pass, along with Ruff and YAPF.
   


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