Publication

Netflix TechBlog

@netflix-techblog

articles: 27
total claps: 6,907
top claps: 945
avg read: 9.7 min
active: 2013-12-09 → 2026-07-30

Wiki topics

🎬 · Film & Television · 19 EDU · Education & Learning · 5 ML · Machine Learning · 5 AI · AI · General · 3 🔧 · Data Engineering · 2 🏛️ · Architecture · 2 LLM · Large Language Models · 2 📐 · Mathematics · 2

Top tags

#netflix ·8 #distributed-systems ·7 #machine-learning ·5 #observability ·2 #software-engineering ·2 #av1 ·2 #video-encoding ·2 #streaming ·2 #cassandra ·2 #scalability ·2

LIF

NE Netflix Technology Blog · Netflix TechBlog

Chaos Engineering Upgraded

Chaos Kong is the most destructive Chaos Monkey yet

Sep 25, 2015 · 6 min read · 945 claps #chaos-engineering #resilience #simian-army

MDA

NE Netflix Technology Blog · Netflix TechBlog

Reverse Searching Netflix’s Federated Graph

By Ricky Gardiner, Alex Hutter, Damir Svrtan and Katie Lefevre

Apr 04, 2024 · 7 min read · 537 claps #graphql #elasticsearch #search

Reverse Searching Netflix’s Federated Graph

MDA AI

NE Netflix Technology Blog · Netflix TechBlog

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

by Gabriela Alessio, Cameron Taylor, and Cameron R. Wolfe

Apr 10, 2026 · 9 min read · 438 claps

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

HUM AI

NE Netflix Technology Blog · Netflix TechBlog

State of Routing in Model Serving

By Nipun Kumar, Rajat Shah, Peter Chng

May 01, 2026 · 12 min read · 417 claps #machine-learning #infrastructure #ai-platform

ART HUM MDA AI SOC

NE Netflix Technology Blog · Netflix TechBlog

Democratizing Machine Learning at Netflix: Building the Model Lifecycle Graph

Saish Sali, Nipun Kumar, Sura Elamurugu

May 04, 2026 · 13 min read · 337 claps #machine-learning #mlops #distributed-systems

Democratizing Machine Learning at Netflix: Building the Model Lifecycle Graph

SCI MDA TCH

NE Netflix Technology Blog · Netflix TechBlog

CAMBI, a banding artifact detector

Joel Sole, Mariana Afonso, Lukas Krasula, Zhi Li, Pulkit Tandon

Oct 12, 2021 · 8 min read · 336 claps #vmaf #video-encoding #video-quality

MDA

NE Netflix Technology Blog · Netflix TechBlog

The Human Infrastructure: How Netflix Built the Operations Layer Behind Live at Scale

By: Brett Axler, Casper Choffat, and Alo Lowry

Apr 17, 2026 · 14 min read · 312 claps #live-streaming #live-operations #netflix

The Human Infrastructure: How Netflix Built the Operations Layer Behind Live at Scale

MDA

NE Netflix Technology Blog · Netflix TechBlog

The Evolution of Cassandra Data Movement at Netflix

By Guil Pires, Jennifer Prince, Jose Camacho, Ken Kurzweil, Phanindra Chunduru

May 18, 2026 · 12 min read · 308 claps #big-data #cassandra #icebergs

The Evolution of Cassandra Data Movement at Netflix

MDA SCI

NE Netflix Technology Blog · Netflix TechBlog

The Data Canary: How Netflix Validates Catalog Metadata

By Celina Amados

Feb 06, 2026 · 6 min read · 302 claps #site-reliability #data-validation #experimentation

The Data Canary: How Netflix Validates Catalog Metadata

AI MDA HUM

NE Netflix Technology Blog · Netflix TechBlog

GenRec: Towards LLM-Native Recommendation at Netflix

Authors: Ying Li, Arjun Rao, Shradha Sehgal

Jul 30, 2026 · 11 min read · 287 claps #llm #recommendation-system #genai

GenRec: Towards LLM-Native Recommendation at Netflix

AI HUM

NE Netflix Technology Blog · Netflix TechBlog

Thinking Fast & Slow for a Personalized Notification System

by Matthew Wood, Ishan Gupta, Kevin Mercurio, Devon Bryant, and Claire Dorman

Jun 05, 2026 · 6 min read · 278 claps #machine-learning #notifications #recommendations

Thinking Fast & Slow for a Personalized Notification System

MDA

NE Netflix Technology Blog · Netflix TechBlog

HDR10+ Now Streaming on Netflix

Roger Quero, Liwei Guo, Jeff Watts, Joseph McCormick, Agata Opalach, Anush Moorthy

Mar 24, 2025 · 5 min read · 265 claps #streaming #hdr #av1

SCI MDA

NE Netflix Technology Blog · Netflix TechBlog

Netflix Video Quality at Scale with Cosmos Microservices

by Christos G. Bampis, Chao Chen, Anush K. Moorthy and Zhi Li

Nov 02, 2021 · 7 min read · 248 claps #cosmos-microservice #vmaf #video-quality

Netflix Video Quality at Scale with Cosmos Microservices

MDA AI TCH

NE Netflix Technology Blog · Netflix TechBlog

AV1 — Now Powering 30% of Netflix Streaming

Liwei Guo, Zhi Li, Sheldon Radford, Jeff Watts

Dec 01, 2025 · 9 min read · 245 claps #av1 #video-encoding #streaming

AV1 — Now Powering 30% of Netflix Streaming

AI HUM MDA

NE Netflix Technology Blog · Netflix TechBlog

GenPage: Towards End-to-End Generative Homepage Construction at Netflix

Authors: Lequn Wang, Jiangwei Pan, and Linas Baltrunas

Jun 29, 2026 · 19 min read · 233 claps #machine-learning #recommendation-system #netflix

GenPage: Towards End-to-End Generative Homepage Construction at Netflix

DSN MDA

NE Netflix Technology Blog · Netflix TechBlog

High-Throughput Graph Abstraction at Netflix: Part I

By Oleksii Tkachuk, Kartik Sathyanarayanan, Rajiv Shringi

Feb 09, 2026 · 13 min read · 232 claps #distributed-systems #scalability #caching

High-Throughput Graph Abstraction at Netflix: Part I

MKT HUM AI

NE Netflix Technology Blog · Netflix TechBlog

Predicting Risk in Content Launches: How Data-Driven Insights can Transform Launch Planning

by Emily Gill

Apr 16, 2026 · 6 min read · 223 claps #machine-learning #predictive-analytics #regression

Predicting Risk in Content Launches: How Data-Driven Insights can Transform Launch Planning

MDA

NE Netflix Technology Blog · Netflix TechBlog

Stop Answering the Same Question Twice: Interval-Aware Caching for Druid at Netflix Scale

By Ben Sykes

Apr 06, 2026 · 9 min read · 189 claps #apache-druid #cache

Stop Answering the Same Question Twice: Interval-Aware Caching for Druid at Netflix Scale

SOC MDA ART

NE Netflix Technology Blog · Netflix TechBlog

Scaling Camera File Processing at Netflix

Orchestrating Media Workflows Through Strategic Collaboration

Apr 24, 2026 · 8 min read · 157 claps

Scaling Camera File Processing at Netflix

MDA SCI

NE Netflix Technology Blog · Netflix TechBlog

From Silos to Service Topology: Why Netflix Built a Real-Time Service Map

By Parth Jain, Rakesh Sukumar, Yingwu Zhao, Renzo Sanchez & Nathan Fisher How we built a living map of our distributed infrastructure to…

May 29, 2026 · 12 min read · 154 claps #distributed-systems #observability #platform-engineering

From Silos to Service Topology: Why Netflix Built a Real-Time Service Map

SCI

NE Netflix Technology Blog · Netflix TechBlog

Scaling ArchUnit with Nebula ArchRules

By John Burns and Emily Yuan

May 08, 2026 · 9 min read · 153 claps #java #gradle #archunit

ART TCH SCI

NE Netflix Technology Blog · Netflix TechBlog

Building Service Topology at Scale: Architecture, Challenges, and Lessons Learned

By Parth Jain, Rakesh Sukumar, Yingwu Zhao, Renzo Sanchez-Silva & Nathan Fisher. A deep dive into the engineering challenges of building a…

Jul 13, 2026 · 20 min read · 123 claps #distributed-systems #observability #software-engineering

Building Service Topology at Scale: Architecture, Challenges, and Lessons Learned

MDA AI

NE Netflix Technology Blog · Netflix TechBlog

Toward More Controllable AI Video Editing: An Early Research Exploration at Netflix

By Zhuoning Yuan, Ta-Ying Cheng, Benjamin Klein, Bahareh Azarnoush

Jun 23, 2026 · 9 min read · 94 claps

Toward More Controllable AI Video Editing: An Early Research Exploration at Netflix

TCH MDA

NE Netflix Technology Blog · Netflix TechBlog

Announcing Suro

Backbone of Netflix’s Data Pipeline

Dec 09, 2013 · 7 min read · 63 claps #cloud #data-pipeline #logging

TCH MDA

NE Netflix Technology Blog · Netflix TechBlog

How Netflix Simplified Batch Compute with Kueue

By Alvin Bao, Alex Petrov, Jennifer Lai, Aidan Sherr, and Samartha Chandrashekar

Jun 22, 2026 · 6 min read · 18 claps #kubernetes #kueue #netflix