andrewmusselman opened a new issue, #41:
URL: https://github.com/apache/tooling-gofannon/issues/41
**Optional production-grade pattern**
For squeezing more reliability out of multi-worker uvicorn, the canonical
pattern is gunicorn-as-process-manager with uvicorn workers:
```
CMD ["gunicorn", "main:app", \
"--worker-class", "uvicorn.workers.UvicornWorker", \
"--workers", "8", \
"--bind", "0.0.0.0:8000", \
"--timeout", "0", \
"--keep-alive", "3600", \
"--forwarded-allow-ips=*"]
```
Add gunicorn to requirements.txt. Gunicorn handles worker lifecycle
(graceful restart on memory leaks, signal handling, etc.) better than uvicorn's
built-in process manager. Not required — pure uvicorn --workers works — but
it's what most production FastAPI deployments use.
Skip this if you want to keep changes minimal. The --workers 4 addition is
the actually-load-bearing fix.
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