If you run data governance in Amazon Simple Storage Service (Amazon S3), the context that matters most probably lives somewhere other than S3. Think of how an object is classified, which retention policy applies to it, where the data may reside, and...
Organizations that have defined resilience policies and assessed their applications face a common next step: verifying those applications behave as expected when failures occur. Designing fault injection experiments manually requires deep expertise....
By Praneeth Yenugutala, Victor Dusa, Anastasia Samoilova, Megan Ren, Justin Wei, Marcelo MaywormAt Netflix, data and machine learning practitioners run millions of workloads each day across orchestration systems and compute engines such as Titus, Spa...
Serdar Cellat, Yuchen Xie, Bernadette Marcu, Blaid Burgess, Cody Jarrett, Carlos Pereira, Qing Shi, Samuel Carvajal, Manuel Pamplona, Dorothy Jung, Feiko Ritsema, Benjamin Klein, Alex Woo, Eugene Lok, Anna Pulido, Rebecka Swe, Sanford HolsappleIntrod...
At the 2026 Open Compute Project (OCP) Global Summit, Meta shared thenetworking innovationsthat are directly supporting our latest AI models, includingMuse Wonder andMuse Spark, and our gigawatt-scale Prometheus cluster. HighlightsIcePack & IceCu...
I have built an indie hacker project; my main flow was:1. chatting with Claud Code about the general plan2. assigning slices of work to other worker agents like Pi + DeepSeek 4.1 Flash3. building in parallel4. Claud Code reviews when done, runs tests...
I'm an engineer, but I also hate using tools that make things overcomplicated.It's also tough with the new pace of AI-driven development to really get into the flow state, and maintain (still needed!) focus on 1 thing.So I built a tool that...
Hi HN! I’m not a software engineer by trade. My background is in behavioral science and human-computer interaction, but I wanted to solve a specific problem I found when applying for jobs which is the logical test. They are booooring, easy to cheat o...
A Deterministic Security Runtime for LLM Agents on MPI and Batch-Scheduled HPC Systems: Consensus-Governed, Hardware-Rooted Supervision of Every Rank
By Roberto Perez Alcolea, Java Platform TeamQuasar connects a proposed API change with observed references in consumer repositories, giving the producer evidence for a release decisionAt Netflix, shared Java libraries support applications developed a...
Samartha Chandrashekar & Nick ParkerYou click play on a Friday night, and in the second that follows, dozens of services answer in milliseconds. Most of them run on Titus, our internal container platform. Titus is, in essence, a Kubernetes-based...
Samartha Chandrashekar & Nick ParkerYou click play on a Friday night, and in the second that follows, dozens of services answer in milliseconds. Most of them run on Titus, our internal container platform. Titus is, in essence, a Kubernetes-based...
Now available on Ably Pub/Sub, with push-to-start and Apple broadcast channel support. Live Activities let your users follow a game, a delivery, or a flight from their Lock Screen at a glance, without ever opening your app. But customers running Live...
This is the fifth in a series of articles based on my talk Architecting for Fast Flow: Thriving Amid Uncertainty.In this series, I define the term fast flow and explain why it has become an essential software delivery capability.I discuss how fast fl...
Hi HN,Rouler is "rules for your routes". It allows you to steer network traffic across multiple network interfaces on Windows. For example:- Run Tailscale, Mullvad and OpenVPN official clients simultaneously.- Use Rouler to send Slack via t...
Hi All,Agent-Zero is a GitHub template that you can use for new coding projects that use AI-first development workflows. It includes the minimum necessary to nudge agents to write good code, work well in sandboxes, and get stuff done on GitHub (e.g....
With AI agents, you can automate medical coding while keeping the workflow deterministic, auditable, and subject to human approval. The key is division of labor: the workflow engine owns sequencing and approval gates, while agents reason within indiv...
I'm happy to announce the release of the web-based Pipe IDE, availablle by clicking button "Try Pipe IDE" on website.Pipe IDE requires no account - all data is stored locally in your browser's database, keeping friction to a minim...
I maintain the architecture decision record repository and today I'm launching many links for many languages:https://github.com/architecture-decision-record/architecture-decision-recordI get a lot of people requesting transla...
Backpressure in AI streaming can build anywhere from inference to the client, but delivery is where handling it can change the response itself. The three usual approaches there (buffering, batching, and rewriting a stored record) can change how the r...