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How We Built an LLM Pipeline That Survives Traffic Spikes

calendar_today August 10, 2026 person Dileep Mundakkapatta domain dzone

We built an LLM pipeline to help a large network operations team stay on top of trouble tickets. It ran quietly in production until the moment it was supposed to earn its keep. In early 2026, a major winter storm swept across a wide region and knocked out power to more than a million people; network equipment failed in bulk, tickets poured in, and the summarizer meant to help engineers triage the chaos went dark.

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