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netflix64 items

Everything tagged netflix, newest first. Tags come from the classifier reading each item's summary; 394 tags used 25 times or more have their own page.

FRI, 21 AUG 2026
16:01
CLOUD & INFRASTRUCTUREnetflixtechblog.com

A Tale of Two Flink Autoscalers

Netflix operates two Flink autoscalers, transitioning from a homegrown system to an open-source solution, learning valuable lessons about metrics, cost, and infrastructure maintenance, while adapting the new system to their large-scale needs.

WED, 05 AUG 2026
FRI, 31 JUL 2026
16:01
SOFTWARE DEVELOPMENTnetflixtechblog.com

Modeling Device Capabilities for Analytics

Netflix employs a comprehensive device capability data model and feature flags to optimize feature management and enhance user experience across diverse devices, using advanced analytics to inform decisions on feature enablement.

THU, 30 JUL 2026
20:10
AI & MLnetflixtechblog.com

GenRec: Towards LLM-Native Recommendation at Netflix

GenRec, Netflix's LLM-backed recommendation ranker, improves personalization by verbalizing user data and aligning with long-term goals, outperforming traditional models with fewer labeled examples and input signals.

SAT, 25 JUL 2026
SUN, 19 JUL 2026
FRI, 17 JUL 2026
21:32
AI & MLnetflixtechblog.com

In-House LLM Serving at Netflix

Netflix has developed an in-house LLM serving platform using vLLM and Triton to integrate machine learning models directly into their production environment, focusing on engine selection, model packaging, API design, and deployment strategies to optimize performance and flexibility.

MON, 13 JUL 2026
TUE, 07 JUL 2026
MON, 22 JUN 2026
21:35

How Netflix Simplified Batch Compute with Kueue

Netflix transitioned its compute infrastructure to a Kubernetes-native platform using Kueue, enhancing batch job management, capacity utilization, and tenant resource allocation, while maintaining transparency for users and ensuring efficient workload scheduling.

TUE, 09 JUN 2026
FRI, 29 MAY 2026
18:49
SOFTWARE DEVELOPMENTnetflixtechblog.com

High-Throughput Graph Abstraction at Netflix: Part I

Netflix's Graph Abstraction efficiently handles up to 10 million operations per second across 650 TB of graph datasets, supporting diverse business needs with low latency and high throughput, by leveraging existing data abstractions and caching strategies for optimal performance and consistency.

SAT, 02 MAY 2026
FRI, 10 APR 2026
16:26
AI & MLnetflixtechblog.com

Evaluating Netflix Show Synopses with LLM-as-a-Judge

Netflix uses a large language model (LLM)-based system to evaluate show synopses, ensuring high-quality, personalized content that aligns with creative standards and member preferences, ultimately improving engagement and retention.

MON, 06 APR 2026
FRI, 03 APR 2026
THU, 26 MAR 2026
FRI, 06 MAR 2026
FRI, 27 FEB 2026
THU, 26 FEB 2026
TUE, 24 FEB 2026
TUE, 03 FEB 2026
FRI, 23 JAN 2026
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TUE, 20 JAN 2026
WED, 14 JAN 2026
WED, 07 JAN 2026
MON, 15 DEC 2025
SUN, 14 DEC 2025
MON, 08 DEC 2025
SUN, 07 DEC 2025
FRI, 05 DEC 2025
THU, 04 DEC 2025
20:09
CULTURE & MEDIAnetflixtechblog.com

AV1 — Now Powering 30% of Netflix Streaming

Netflix's adoption of the AV1 codec, now powering 30% of its streaming, enhances video quality and efficiency across various devices, with future plans to expand its use in live streaming and cloud gaming, while anticipating the next-generation AV2 codec.

TUE, 28 OCT 2025
TUE, 21 OCT 2025
TUE, 14 OCT 2025
THU, 09 OCT 2025
MON, 22 SEPT 2025
WED, 03 SEPT 2025
SUN, 24 AUG 2025
SUN, 17 AUG 2025
FRI, 18 JUL 2025
THU, 10 JUL 2025
WED, 02 JUL 2025
WED, 18 JUN 2025
SUN, 01 JUN 2025
TUE, 27 MAY 2025
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