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  5. Presentation: Adaptive Recommenders in the Real World: Inference, Evals, and System Design
Presentation: Adaptive Recommenders in the Real World: Inference, Evals, and System Design
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Presentation: Adaptive Recommenders in the Real World: Inference, Evals, and System Design

Mallika Rao explains that the true complexity of adaptive recommendation systems lies outside model architecture. She discusses how real-time feedback loops, retrieval freshness, multi-stage orchestration, and end-to-end latency budgeting…

ArchitectureInfoQPublished: September 26, 2026
Architecture
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Christophe Pettus: All Your GUCs in a Row: max_slot_wal_keep_size

Replication slots can silently fill your disk and crash the primary, or you can set `max_slot_wal_keep_size` to kill a stalled replica instead.

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