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Always back up your critical data before making system-level changes. Performance results may vary based on hardware configuration and usage patterns. This article is for informational purposes and does not constitute official documentation for the software mentioned. Run a bounded pilot on a low-risk service

1. Run a bounded pilot on a low-risk service for 6–8 weeks with strict telemetry and governance.
2. Define metrics for success (stability, latency, user impact, number of recurring tweaks).
3. Create a retirement plan to convert persistent tweaks into code/model changes after validation.