Cloud & Infrastructure
Cloud & Infrastructure news — Wednesday 14 October 2026
23 stories from 6 sources, every one in English. Each links to its publisher.
-
Linus Torvalds let Claude Code fix the Linux page cache. Then reviewers found a race.
Linux creator and longtime lead maintainer Linus Torvalds turned to Anthropic’s Claude Code to tackle a kernel performance problem that developers have struggled with for more than two years. On Tuesday, he submitted a 10-patch series that…
-
Yandex outage: Data shows that instead of going dark, malicious bots went on the move
Following reported strikes on Yandex data centers, claims circulated on the Internet that Russian bot farms and influence operations had been knocked offline. HTTP traffic charts showed steep drops, fueling speculation that the…
-
Integrating Netflix’s Foundation Model into Personalization applications
Authors: Divya Gadde , Ko-Jen Hsiao , Dhaval Patel and Moumita Bhattacharya The motivation for building the Netflix Foundation Model for personalization was laid out in this previous blog post. The Netflix homepage is powered by several…
-
DataJunction as Netflix’s answer to the missing piece of the modern data stack
by Olek Gorajek , Samuel Redai , Yian Shang Intro Our Netflix journey from data to dashboards, particularly within the space of the experimentation platform, always presented a unique set of challenges. This blog post aims to illuminate…
-
Measuring the Impact of Personalized Recommendations
By Kevin Zielnicki, Guy Aridor, Aurélien Bibaut, Allen Tran, Winston Chou, and Nathan Kallus Introduction Personalization is everywhere on the internet. It shapes the products we discover, the stories we read, the music we hear, and the…
-
TimeSeries Tiered Storage Journey: Kafka/Flink Streams to Native Cassandra Cold Reads
By Oleksii Tkachuk , Rajiv Shringi , Chris Lohfink , Abe Ratnofsky , Kartik Sathyanarayanan Introduction In an earlier post , we introduced the TimeSeries Abstraction, our high-throughput, low-latency platform designed to store and query…
-
Behind the Scenes: Evolving Netflix’s Ads Event Pipeline for Live — Part II
By Yogesh Nagarur Introduction In Part 1 of this series , we shared how Netflix built the Ads Event pipeline and approached it as a system design problem: replacing fragmented pipelines with a centralized collection, enrichment, and a…
-
Netflix Conductor: The Next Chapter
Netflix Conductor : The Next Chapter by Aravindan Ramkumar on behalf of the Conductor team Conductor is the workflow orchestration engine Netflix uses to stitch micro-services into reliable, observable business processes. If you’ve…
-
Running Apache Spark experiments in my sleep (and on a plane)
By Prashanth Gedde Narayanaswamy As one of Netflix’s largest and critical data pipelines, member-sessionizer consolidates tens of billions of hourly client events, encompassing user taps, playbacks, and engagement signals, into individual…
-
The Lifecycle of LLM-as-a-Judge: Building, Aligning, and Monitoring at scale
By Emma Yanyang Kong , JJ Tan , Ishan Gupta , Lars Olds , Claire Campbell , David Fagnan , Ratna Kavuri , Rohan Gosain , Veli Balin , Minsu Jang , Louis Garcia Introduction Any team generating text with an LLM at scale hits the same…
-
Netflix Stratum Media Processing: Automated Container Right-Sizing
By Violetta Pidvolotska and Naveen Mareddy Stratum is Netflix’s internal serverless media processing platform, shaped by over a decade of experience developing large-scale distributed systems. It powers a wide range of media workloads …
-
Reliable GPU compute for large training & inference jobs
How we detect failing GPUs and network fabric, remediate machines automatically, and let long-running jobs survive hardware loss. Authors: Nick Rutigliano , Argha C , Samartha Chandrashekar Open Netflix, and the home screen is assembled…
-
Amazon S3 is now available on the Vercel Marketplace and v0 by Vercel
Developers building web and AI applications on Vercel can now add Amazon S3 storage resources directly from the Vercel Marketplace and v0, combining the durability, scalability, and performance of S3 with the convenience of Vercel’s…
-
Microsoft named a Leader in the 2026 Gartner® Magic Quadrant™ for Server Virtualization Platforms
We’re proud to share that Microsoft has been named a Leader in the 2026 Gartner® Magic Quadrant™ for Server Virtualization Platforms . We believe this recognition comes at an important moment for enterprise infrastructure. The question is…
-
Researchers left a hidden message for rogue AI agents. Then the agents wrote back.
A team of researchers investigating AI agents trying to bypass Alibaba’s anti-bot protections left a hidden message inviting the agents to contact them. The agents wrote back. The investigation began when Swarmchasers researchers Ethan…
-
Where do you look when Kubernetes is healthy but requests stall?
In cloud-native operations, few scenarios are as maddening as the “phantom slowdown.” This happens when Grafana or Kubernetes dashboards show a sea of green: pods are running, liveness and readiness probes return success codes, and node…
-
Predictable AI spend in BigQuery: Introducing cost management for generative AI functions
The generative AI functions in BigQuery ( AI.GENERATE , AI.IF , AI.CLASSIFY , AI.SCORE , and more) bring large language models (LLMs) directly into your SQL, so a single query can classify millions of support tickets or score each product…
-
Cloud CISO Perspectives: New Gemini Notebook can help CISOs and policymakers prepare for PQC
Welcome to the first Cloud CISO Perspectives for October 2026. Today, Stephanie Kiel explains the latest on our approach to post-quantum cryptography, and shares a new tool to help CISOs and executives prepare their organizations for PQC…
-
Your database decision could come back to haunt you
When building AI prototypes, developers naturally want to get up and running as fast as possible. But move too fast, and those decisions can come back to haunt you if they lead you to make flippant decisions about data infrastructure. For…
-
Why 88% of AI pilots never make it to production
A joint IDC and Lenovo study reports that 88% of AI proof-of-concept (POC) projects fail to reach production because of unclear objectives, unprepared data, and a lack of in-house agentic AI expertise. These result in a build-vs.-run…
-
“Take work away from frontier LLMs”: Subquadratic’s decision model claims 12x Jev’s context window
Jev has a lot to answer for. Ever since AI startup TypeSafe unveiled the decision model in mid-September, the industry has been awash with alternatives , with OpenAI, Perplexity, Cloudflare, Amazon and, most recently, Microsoft all getting…
-
Inside Hyperdrive: How we solved a rare Hyperdrive MySQL caching bug
Hyperdrive support for MySQL is now generally available (GA). Hyperdrive , Cloudflare’s database connection pooler for Workers, initially only supported Postgres. Since we announced the beta for MySQL protocol support last year, we have…
-
66% of billion-dollar companies leave critical bugs unpatched — the part the AI bug-hunting hype leaves out
Chainguard has launched an AI-powered security harness that uses frontier models , including Anthropic’s restricted Claude Mythos 5.1, to find and fix exploitable vulnerabilities in application code that conventional scanners miss…