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Extending LLDB to Debug Applications That Span CPUs and GPUs - Engineering at Meta

We built a vendor-neutral accelerator plugin architecture in lldb-server for debugging applications that span CPUs and GPUs.
It separates shared debugger infrastructure from hardware-specific device control.
The design represents the CPU and GPU as separate debugger processes while presenting them in one debugging session.

engineering.fb.com5d ago

Tech

How LinkedIn Uses AI to Review 40,000 Pull Requests a Week

Most of its reviews are posted before the first human reviewer even opens the PR
The challenge of running LLM applications in production is that failures are silent, costs are unpredictable…
Download this Datadog eBook for practical strategies to monitor, debug, and secure your LLM application workflows end-to-end.

blog.bytebytego.com5d ago

Tech

Google Releases Gemini 4 Argon for Robotics Control, Simulation, and Policy Improvement - InfoQ

Google has released Gemini 4 Argon framing it as a general-purpose physical-reasoning model for robot control, Real2Sim scene construction…
InfoQ Homepage News Google Releases Gemini 4 Argon for Robotics Control, Simulation…
In the published prompts, Argon directs a Boston Dynamics Spot through a foot-pedal task after practice in a MuJoCo twin…

infoq.com5d ago

Tech

What's new in Red Hat OpenShift 5 for developers | Red Hat Developer

Discover how Red Hat OpenShift 5 empowers developers with native AI agent sandboxing, dynamic GPU allocation…
Shipping modern cloud-native applications means juggling local sandboxes, secure supply chains, and emerging AI tooling.
With Red Hat OpenShift 5 (based on upstream CRI-O 1.36 and Kubernetes 1.36), now generally available…

developers.redhat.com5d ago

Tech

On-demand screen context in Red Hat Developer Hub intelligent assistant | Red Hat Developer

See how the Red Hat Developer Hub intelligent assistant captures screen and DOM context on demand to accelerate debugging while…
November 9, 2026 Lucas Yoon Related topics: Developer productivity Artificial intelligence Platform engineering Related products…
When you run into a confusing deployment error or need help understanding a complex plugin configuration in your developer portal…

developers.redhat.com5d ago

Tech

Cloudflare Develops Public Certificate Authority for Post-Quantum Web Security - InfoQ

Cloudflare is developing a public certificate authority for Merkle Tree Certificates (MTCs) to reduce the bandwidth overhead of post-quantum cryptography.
InfoQ Homepage News Cloudflare Develops Public Certificate Authority for Post-Quantum Web Security Cloudflare has tested Merkle Tree Certificates (MTCs)…
The approach batches certificate data into an append-only Merkle tree…

infoq.com5d ago

Tech

New research: Virtual machines remain central to cloud native infrastructure as AI workloads evolve | CNCF

A Linux Foundation Research study, sponsored by CNCF and Broadcom, explores how organizations are using virtual machines alongside containers…
Posted on November 9, 2026 by Cloud Native Computing Foundation (CNCF) and Broadcom A Linux Foundation Research study…
Cloud native infrastructure continues to evolve as organizations support an increasingly diverse mix of applications and workloads.

cncf.io5d ago

Tech

Launching the Vite Ecosystem Fund | Cloudflare Blog

Cloudflare is distributing the first $301,300 of the Vite Ecosystem Fund to open source projects and maintainers.
Cloudflare is distributing the first $301,300 of the Vite Ecosystem Fund to 44 projects and maintainers across the Vite ecosystem.
When VoidZero joined Cloudflare, we committed $1 million to strengthen the open source ecosystem around Vite.

blog.cloudflare.com5d ago

Tech

Run Linux applications in hypervisor-isolated micro-VMs with Hyperlight | CNCF

More and more cloud native systems run code nobody on the team wrote…
Posted on November 9, 2026 by Danilo Chiarlone…
Each of them needs a boundary between that code and everything else on the host.

cncf.io5d ago

Tech

AWS Launches TorchNeuron to Run PyTorch Models on AWS Trainium without Modifications - InfoQ

At the recent PyTorch Conference North America 2026, Amazon introduced TorchNeuron…
InfoQ Homepage News AWS Launches TorchNeuron to Run PyTorch Models on AWS Trainium Without Modifications At the recent PyTorch Conference…
Beyond reducing engineering effort, TorchNeuron allows enterprises to share hardware capacity between training and inference workloads…

infoq.com5d ago

Tech

Pinterest Replaces Journey Clustering with 4B Qwen3 LLM, Reports Improved Engagement - InfoQ

Pinterest has moved its user-journey inference system from a multi-stage clustering pipeline to a fine-tuned 4-billion-parameter language model…
InfoQ Homepage News Pinterest Replaces Journey Clustering with 4B Qwen3 LLM…
Rather than clustering keywords into interests, the model examines users' activity histories to identify longer-term goals and feeds those journeys…

infoq.com5d ago

Tech

Tokio Releases Topcoat: a Batteries-Included Full-Stack Rust Framework - InfoQ

Topcoat is an open-source, server-rendered full-stack web framework for Rust from the Tokio team…
InfoQ Homepage News Tokio Releases Topcoat: A Batteries-Included Full-Stack Rust Framework Topcoat…
The project is positioned as a batteries-included web framework that stays entirely server-rendered…

infoq.com5d ago

Tech

Announcing Long-Context Training on TPUs with MaxText Context Parallelism - Google Developers Blog

Learn how MaxText enables efficient long-context LLM training up to 14M tokens on Cloud TPUs using advanced context parallelism strategies…
Long-context training — including pretraining and post-training, has become a foundation of frontier AI models.
Longer native sequence lengths give large language models (LLMs) the working memory to read a whole code repository or ingest…

developers.googleblog.com5d ago

Tech

From prompt to app: Build with Google Maps in AI Studio - Google Developers Blog

Build geospatial apps using Google Maps Platform in Google AI Studio with one-click demo keys and no credit card required.
You can now build apps powered by Google Maps Platform in Google AI Studio.
Create a wide range of apps from store locators and route planners to cinematic 3D flyovers and real-time air quality…

developers.googleblog.com5d ago

Tech

What is Pathways? Single-controller training for large models - Google Developers Blog

Discover how Pathways on Google Cloud enables single-client distributed training for large AI models…
Sorry, your browser doesn't support playback for this video Today…
In this post, you will learn about Pathways, the distributed system Google built to train its own large models…

developers.googleblog.com5d ago

Tech

A Valhalla Ticker in One int - Inside.java

News and views from members of the Java team at Oracle A ticker symbol is an abbreviation that uniquely identifies…
Well-known ticker symbols are "ORCL" and "GOOGL".
In this article, we will devise a Valhalla value class that can represent a ticker symbol using only a single…

inside.java5d ago

Tech

A Guide for Governing MCP Servers with Evo ADS | Snyk

A 4-step guide for security and platform teams to bring MCP servers under control with Evo Agentic Development Security (ADS)…
When we announced that MCP Governance is generally available in Evo Agentic Development Security (ADS)…
Where do I start on Monday?" It’s a fair question; across 10,000 developer environments…

snyk.io5d ago

Tech

Investigate Kubernetes health and processes with the Datadog MCP Server | Datadog

Use Datadog MCP Server tools and skills to investigate Kubernetes control plane health, search running processes…
When investigating issues with a Kubernetes service, SREs and platform engineers need to understand what’s happening across its supporting infrastructure.
For example, is a process still running?

datadoghq.com5d ago

Tech

Lima v2.3: Native on Windows, VMnet on Linux, and menu TUI | CNCF

Back in July with v2.2, we added support for Windows guests. On November 6…
Back in July with v2.2 , we added support for Windows guests.
On November 6, we shipped v2.3 of Lima and now it runs without extra dependencies on Windows…

cncf.io6d ago

Tech

Entire's Git Forge Rethinks Git Collaboration for Coding Agents - InfoQ

Entire is a Git forge designed specifically for collaboration between human developers and AI coding agents. Its premise…
InfoQ Homepage News Entire's Git Forge Rethinks Git Collaboration for Coding Agents Entire is a Git forge designed specifically…
Its premise is that traditional software development infrastructure, particularly the pull request (PR) model…

infoq.com6d ago

Tech

Google Cloud Adds Self-Managed VMware Cloud Foundation on Bare Metal - InfoQ

Google Cloud has made a self-managed VMware solution generally available…
InfoQ Homepage News Google Cloud Adds Self-Managed VMware Cloud Foundation on Bare Metal Google Cloud has announced general availability…
It sits alongside the Google-managed VMware Engine and follows similar customer-operated offerings from AWS and Oracle.

infoq.com6d ago

Tech

Cloudflare Scales D1 Control Plane to Millions of Databases - InfoQ

In a recent article, Cloudflare shared the redesign of the control plane of its D1 serverless SQL database to support…
InfoQ Homepage News Cloudflare Scales D1 Control Plane to Millions of Databases In a recent article…
The D1 control plane architecture is built around Postgres for transactional metadata, ClickHouse for analytics…

infoq.com6d ago

Tech

Java and the Next Generation of Programming Models - Inside.java

News and views from members of the Java team at Oracle Modern software increasingly interacts with AI models, query languages…
What if you could express logic from outside the JVM directly in Java?
In this session, we start by looking at how Java enables you to safely interact with runtimes outside…

inside.java6d ago

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