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Building Prometheus: How Backend Aggregation Enables Gigawatt-Scale AI Clusters

We’re sharing details of the role backend aggregation (BAG) plays in building Meta’s gigawatt-scale AI clusters like Prometheus. BAG allows us to seamlessly connect thousands…

Read MoreBuilding Prometheus: How Backend Aggregation Enables Gigawatt-Scale AI Clusters

Introducing uFowarder: The Consumer Proxy for Kafka Async Queuing

Uber processes trillions of Kafka messages per day on a push-based consumer proxy in real time. Read this blog to learn about the thinking behind…

Read MoreIntroducing uFowarder: The Consumer Proxy for Kafka Async Queuing

No Display? No Problem: Cross-Device Passkey Authentication for XR Devices

We’re sharing a novel approach to enabling cross-device passkey authentication for devices with inaccessible displays (like XR devices). Our approach bypasses the use of QR…

Read MoreNo Display? No Problem: Cross-Device Passkey Authentication for XR Devices

Discord Patch Notes: February 4, 2026

Check out the finer details of the more technical fixes implemented into Discord recently. This post first appeared on Read More

Read MoreDiscord Patch Notes: February 4, 2026

How Uber Scaled Data Replication to Move Petabytes Every Day

Uber prioritizes a reliable data lake, which is distributed across on-premise and cloud environments. This multi-region setup presents challenges for ensuring reliable and timely data…

Read MoreHow Uber Scaled Data Replication to Move Petabytes Every Day

Rust at Scale: An Added Layer of Security for WhatsApp

WhatsApp has adopted and rolled out a new layer of security for users – built with Rust – as part of its effort to harden…

Read MoreRust at Scale: An Added Layer of Security for WhatsApp

Apache Hudi™ at Uber: Engineering for Trillion-Record-Scale Data Lake Operations

Check out this deep dive into how Uber runs Apache Hudi™ at extreme scale—handling trillions of records, petabytes of data, and high-concurrency table services across…

Read MoreApache Hudi™ at Uber: Engineering for Trillion-Record-Scale Data Lake Operations

Adapting the Facebook Reels RecSys AI Model Based on User Feedback

We’ve improved personalized video recommendations on Facebook Reels by moving beyond metrics such as likes and watch time and directly leveraging user feedback.  Our new…

Read MoreAdapting the Facebook Reels RecSys AI Model Based on User Feedback

How Uber Conquered Database Overload: The Journey from Static Rate-Limiting to Intelligent Load Management

🧠 Overload in stateful databases isn’t one-dimensional. See how we built an intelligent load manager that sheds smarter, adapts to diverse signals, and stays fair…

Read MoreHow Uber Conquered Database Overload: The Journey from Static Rate-Limiting to Intelligent Load Management

CSS at Scale With StyleX

Build a large enough website with a large enough codebase, and you’ll eventually find that CSS presents challenges at scale. It’s no different at Meta,…

Read MoreCSS at Scale With StyleX

From Monitoring to Observability: Our Ultra-Marathon to a Cloud-Native Platform

Managing a global corporate network at Uber’s scale can feel a bit like running an ultra-marathon. There are long stretches of smooth sailing, but you’re…

Read MoreFrom Monitoring to Observability: Our Ultra-Marathon to a Cloud-Native Platform

From Monitoring to Observability: Our Ultra-Marathon to a Cloud-Native Platform

Managing a global corporate network at Uber’s scale can feel a bit like running an ultra-marathon. There are long stretches of smooth sailing, but you’re…

Read MoreFrom Monitoring to Observability: Our Ultra-Marathon to a Cloud-Native Platform

Python Typing Survey 2025: Code Quality and Flexibility As Top Reasons for Typing Adoption

The 2025 Typed Python Survey, conducted by contributors from JetBrains, Meta, and the broader Python typing community, offers a comprehensive look at the current state…

Read MorePython Typing Survey 2025: Code Quality and Flexibility As Top Reasons for Typing Adoption

DrP: Meta’s Root Cause Analysis Platform at Scale

Incident investigation can be a daunting task in today’s digital landscape, where large-scale systems comprise numerous interconnected components and dependencies DrP is a root cause…

Read MoreDrP: Meta’s Root Cause Analysis Platform at Scale

Powering Billion-Scale Vector Search with OpenSearch

Uber powers billion-scale vector search with OpenSearch. Discover the innovative optimizations we designed to boost search efficiency, scalability, and reliability for massive datasets. This post…

Read MorePowering Billion-Scale Vector Search with OpenSearch
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