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The hard part of shipping an AI product is no longer picking a model. It is serving it: batching requests to keep GPUs saturated, reusing KV cache across shared prefixes, restoring replicas before cold starts eat into latency, routing traffic across regions, and giving agents storage that remembers.
Deploy 2026 covers all of it in one day: three tracks, eight sessions, one registration. Every session is recorded, and registrants get on-demand access the day after.
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