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Netflix Conductor 4.0: Scaling Workflows to 30,000 Tasks with Asynchronous Evaluation

A workflow orchestrator can coordinate thousands of operations and still hit a scalability ceiling—not because individual tasks are too expensive, but because the engine spends too much time deciding

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Devang PandyaOct 15 · 13 min read

How Netflix Serves 325M+ Members Without Going Down

By Devang Pandya · Cloud Tech by Devang · Cloud • DevOps • AI — Made Simple You open Netflix on a Friday night. You press Play. The video starts in a second or two, in good quality, with no buffering.

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Rudrendu PaulAug 11 · 37 min read

Product Experimentation at Scale: How Airbnb, Netflix, Lyft, and Uber run Causal Inference on LLM-Based AI Features

Causal inference for LLM-based AI features is no longer theoretical. Airbnb, Netflix, Lyft, and Uber have published detailed engineering blog posts describing exactly how they measure the causal impac

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Ivan KlawdJun 15 · 15 min read

The AI-Powered Streaming Revolution: What Netflix, Spotify,

The AI-Powered Streaming Revolution: What Netflix, Spotify, and YouTube Are Teaching Every Enterprise The numbers don't lie. Netflix reported \(12.25 billion in Q1 2026 revenue — up 16.2% year-over-ye

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Darsh PatelJun 7 · 4 min read

Beyond Logs: What a Netflix Blog Taught Me About Debugging

A personal reflection on observability, system topology, and why logs alone are not enough and what are the solutions. I recently read Netflix's writeup on how they built their Service Topology system

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Lakshmi Sravanya ThirukandiyurJun 2 · 7 min read

Reverse Engineering Netflix: What Actually Happens When We Click Play?

Why I Started This A few days ago, while watching Netflix, I found myself wondering about something that most of us never think about. When I click "Play" on a movie, how does Netflix start streaming

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Tamal SarkarMay 30 · 12 min read

How Instagram, WhatsApp, Uber & Netflix Would Be Built Today Using Expo Router

Most developers start a React Native project the same way. Create a components folder. Add a screens folder. Maybe throw in a utils folder. It works fine for the first few weeks. Then the app grows. A

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Pratham KumarMay 23 · 6 min read

How Instagram, WhatsApp, Uber & Netflix Would Be Built Today Using Expo Router

Introduction When developers build their first mobile app, the folder structure usually looks simple: components/ screens/ utils/ App.js For learning projects, this works. For apps with: Millions of

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Naman GoelMay 22 · 18 min read

How Instagram, WhatsApp, Uber & Netflix Would Be Built Today Using Expo Router

You've used all four of these apps today. Probably multiple times. They feel instant. They handle millions of users. They work offline. They push updates in the background. They have teams of hundreds

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Ved PandeyMay 20 · 13 min read

How Instagram, WhatsApp, Uber & Netflix Would Be Built Today Using Expo Router

What are We Gonna Study? First of all, if you are expecting code in this blog, then you might be wrong, because it is more of a discussion oriented blog, rather than coding itself. So, hey there folks

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Netflix Conductor 4.0: Scaling Workflows to 30,000 Tasks with Asynchronous Evaluation

How Netflix Serves 325M+ Members Without Going Down

Product Experimentation at Scale: How Airbnb, Netflix, Lyft, and Uber run Causal Inference on LLM-Based AI Features

The AI-Powered Streaming Revolution: What Netflix, Spotify,

Beyond Logs: What a Netflix Blog Taught Me About Debugging

Reverse Engineering Netflix: What Actually Happens When We Click Play?

How Instagram, WhatsApp, Uber & Netflix Would Be Built Today Using Expo Router

How Instagram, WhatsApp, Uber & Netflix Would Be Built Today Using Expo Router

How Instagram, WhatsApp, Uber & Netflix Would Be Built Today Using Expo Router

How Instagram, WhatsApp, Uber & Netflix Would Be Built Today Using Expo Router