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# Reading the Mind of Your NGINX Fleet: A Hybrid Rule + ML Pipeline for NGINX Config Intelligence

Pure LLMs fail at managing complex NGINX configurations. Discover how F5's hybrid ML pipeline diagnoses server intent with 98% accuracy to eliminate blind copy-pasting during production outages.

- **Speakers:** [Brandon LEE](https://www.wearedevelopers.com/@brandon-lee)
- **Event:** World Congress 2026 North America
- **Published:** September 24, 2026
- **Duration:** 28:46
- **URL:** https://www.wearedevelopers.com/videos/100475-reading-the-mind-of-your-nginx-fleet-a-hybrid-rule-ml-pipeline-for-nginx-config-intelligence

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