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UID:pretalx-devconf-cz-2026-WN8ZRY@pretalx.devconf.info
DTSTART;TZID=CET:20260618T131500
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DESCRIPTION:N-ATLaS is a multilingual African-language LLM we took from res
 earch to production on Kubernetes. This lightning talk shares the practica
 l lessons from making it reproducible\, observable\, and affordable under 
 real infrastructure constraints. I’ll cover the platform patterns that m
 attered most: Argo-based orchestration\, repeatable deployment\, observabi
 lity\, supply-chain hygiene\, autoscaling\, caching\, and rollout strategi
 es that improved latency\, uptime\, and cost. Rather than focusing on mode
 l theory\, this talk is about operational reality\, what broke\, what work
 ed\, and what we would do differently after real usage. Attendees will lea
 ve with practical patterns for running LLM workloads in production\, espec
 ially in resource-constrained environments and for low-resource languages
DTSTAMP:20260430T124930Z
LOCATION:A113 (capacity 64)
SUMMARY:Building Observable\, Affordable LLM Infrastructure in Emerging Eco
 nomies - Okikiola Oliyide
URL:https://pretalx.devconf.info/devconf-cz-2026/talk/WN8ZRY/
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