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Netflix TechBlog - Medium

Leave the Class Path in the Rearview Mirror Medium A Tale of Two Flink Autoscalers Medium Modeling Device Capabilities for Analytics GenRec: Towards LLM-Native Recommendation at Netflix Building Service Topology at Scale: Architecture, Challenges, and Lessons Learned GenPage: Towards End-to-End Generative Homepage Construction at Netflix Toward More Controllable AI Video Editing: An Early Research Exploration at Netflix How Netflix Simplified Batch Compute with Kueue The Data Canary: How Netflix Validates Catalog Metadata Data Projects: Managing Data Assets at Netflix Scale Predicting Risk in Content Launches: How Data-Driven Insights can Transform Launch Planning The Evolution of Cassandra Data Movement at Netflix Thinking Fast & Slow for a Personalized Notification System A Human-Augmenting Agentic Workflow for Causal Inference From Silos to Service Topology: Why Netflix Built a Real-Time Service Map VMAF v1: Good Is Not Good Enough Evaluating Netflix Show Synopses with LLM-as-a-Judge Stop Answering the Same Question Twice: Interval-Aware Caching for Druid at Netflix Scale Powering Multimodal Intelligence for Video Search Smarter Live Streaming at Scale: Rolling Out VBR for All Netflix Live Events Scaling Global Storytelling: Modernizing Localization Analytics at Netflix Optimizing Recommendation Systems with JDK’s Vector API Mount Mayhem at Netflix: Scaling Containers on Modern CPUs MediaFM: The Multimodal AI Foundation for Media Understanding at Netflix Scaling LLM Post-Training at Netflix Automating RDS Postgres to Aurora Postgres Migration
In-House LLM Serving at Netflix
https://netflixtechblog.medium.com · 2026-07-18 · via Netflix TechBlog - Medium
By AI Platform’s Model Runtime team and Inference team Introduction Most organizations consume LLMs through h…