~/devreads

30 Oct 2025

1 min read

OpenAI is expanding Stargate to Michigan with a new one-gigawatt campus that strengthens America’s AI infrastructure. The project will create jobs, drive investment, and support economic growth across the Midwest.

company

Erlang Solutions Team 3 min read

Expert highlights from our latest BEAM webinars, sharing ideas on security, new tools, and the growing Elixir community. The post ​​Expert Insights from Our Latest Webinars appeared first on Erlang Solutions.

webinars

5 min read

Recently I had a long call with an old friend who was facing an age-old predicament that I’ve been seeing more and more these days: Lucked out, worked hard, employer is crushing it, and now she’s sitting on a large amount of paper money gains at her startup Company does a tender offer, either buying their stock back or allowing…

29 Oct 2025

kevin 3 min read

Most browsers have the ability to launch different browser profiles. Each profile can come with a different theme and a different set of website logins (cookies, application state, etc). This can be helpful if you want to segregate browsing behavior. For example, I have different browser profiles set up for my personal email, my "consulting" […]

code

J Simpson 6 min read

Supply chain management has never been more important. With the business world and global economy in such a state of constant flux, it’s imperative that business owners find every conceivable way to make their businesses competitive, innovative, and efficient. Failure to do so could result in losing a lifelong customer to a competitor, who’s often ...

blogplatformsapi economyapi ecosystemapi platform

1 min read

gpt-oss-safeguard-120b and gpt-oss-safeguard-20b are two open-weight reasoning models post-trained from the gpt-oss models and trained to reason from a provided policy in order to label content under that policy. In this report, we describe gpt-oss-safeguard’s capabilities and provide our baseline safety evaluations on the gpt-oss-safeguard models, using the underlying gpt-oss models as a baseline. For more information about the development…

safety

28 Oct 2025

NVIDIA Writers 2 min read

Monday, Oct. 27, 12:30 p.m. ET How Medium-Sized Cities Are Tackling AI Readiness 🔗 A panel discussion today at GTC Washington, D.C., highlighted a public-private initiative to invigorate the economy of Rancho Cordova, California, with a focus on AI. To bolster innovation, the city is working with the Human Machine Collaboration Institute and NVIDIA on […]

aiai infrastructurecorporatedrivingrobotics

Timothy Costa 2 min read

Leading technology companies in aerospace and automotive are accelerating their engineering design processes with the NVIDIA DoMINO NIM microservice, part of the NVIDIA PhysicsNeMo AI physics framework. By integrating GPU-accelerated computing, NVIDIA PhysicsNeMo and interactive digital twin technologies, enterprises are accelerating their modeling and simulation workflows by up to 500x over traditional methods, speeding innovation […]

ai infrastructuresoftwarecuda-xgtc 2025industrial and manufacturing

Louis Stewart 5 min read

To democratize access to AI technology nationwide, AI education and deployment can’t be limited to a few urban tech hubs — it must reach every community, university and state. That’s why NVIDIA is working with cities, states and educational institutions to embed AI education and innovation across the U.S., with the goal of helping the […]

aiai infrastructurecorporateroboticsai factory

Scott Martin 4 min read

Along the Pacific Ocean in Monterey, California, the Naval Postgraduate School (NPS) is making a splash all the way to Washington, D.C.: It’s using artificial intelligence to solve operational challenges while educating tomorrow’s leaders in AI skills. Like Silicon Valley, it’s not uncommon for NPS, the U.S. Navy’s flagship academic graduate university, to hold hackathons, […]

ai infrastructurehardwareartificial intelligencedeep learning institutedigital twin

Chris Porter 4 min read

The race to bottle a star now runs on AI. NVIDIA, General Atomics and a team of international partners have built a three dimensional, interactive AI-enabled digital twin for a fusion reactor, with technical support from San Diego Supercomputer Center at UC San Diego School of Computing, Information and Data Sciences, the Argonne Leadership Computing […]

ai infrastructuresoftwaresupercomputingcuda-xdigital twin

Kanika Atri 4 min read

NVIDIA is delivering the telecom industry a major boost in open-source software for building AI-native 5G and 6G networks. NVIDIA Aerial software will soon be released as open source, making it available on a variety of NVIDIA platforms, including on NVIDIA DGX Spark. With open-source software and a powerful and accessible supercomputer to run it […]

ai infrastructuremobile5g6gai-ran

Chen Su 4 min read

AI is moving from the digital world into the physical one. Across factory floors and operating rooms, machines are evolving into collaborators that can see, sense and make decisions in real time. To accelerate this transformation, NVIDIA today unveiled NVIDIA IGX Thor, a powerful, industrial-grade platform built to bring real-time physical AI directly to the edge, […]

roboticsgtc 2025healthcare and life sciencesindustrial and manufacturingisaac

Justin Boitano 4 min read

Governments everywhere are racing to harness the power of AI — but legacy infrastructure isn’t built for the velocity, complexity or trust that mission-critical action now demands. Massive data streams, cyber threats and urgent operations require a new blueprint for creating AI factories purpose-built for the public sector’s unique standards and scale. At NVIDIA GTC […]

ai infrastructuresoftwaregtc 2025nvidia ai enterprisenvidia spectrum-x ethernet

Bryan Catanzaro 5 min read

Furthering its deep commitment to open source, NVIDIA is unveiling new open-source AI technologies for language, robotics and biology — contributing to an open ecosystem that broadens access to AI and fuels U.S. innovation. These open technologies will empower developers worldwide and strengthen economic growth through efficient reasoning, high-fidelity world generation and interactive physical AI […]

airoboticsagentic aicosmosgtc 2025

James Mills 4 min read

During the GTC Washington, D.C., keynote today, NVIDIA founder and CEO Jensen Huang introduced NVIDIA Omniverse DSX, a comprehensive, open blueprint for designing and operating gigawatt-scale AI factories — validated at the new AI Factory Research Center at Digital Realty’s site in Manassas, Virginia. The blueprint brings together ecosystem partners across the industry that are […]

aiai infrastructuresoftwareai factorydigital twin

Itay Ozery 3 min read

AI factories continue to grow at unprecedented scale, processing structured, unstructured and emerging AI-native data. With demand for trillion-token workloads exploding, a new class of infrastructure is required to keep pace. At NVIDIA GTC Washington, D.C, NVIDIA revealed the NVIDIA BlueField-4 data processing unit, part of the full-stack BlueField platform that accelerates gigascale AI infrastructure, […]

ai infrastructurenetworkingcybersecuritygtc 2025nvidia bluefield

Art Anthony 5 min read

It’s not an overstatement to say that the health and fitness space has been transformed in the past couple of decades. Thanks to the introduction of wearables and trackers, keeping tabs on one’s progress no longer means manually entering weights and reps into a chalky old notebook between sets. Fitness has been streamlined, incentivized, and ...

blogsecuritystrategyapi governanceapi industry

27 Oct 2025

1 min read

Meeting the demands of the Intelligence Age will require strategic investment in energy and infrastructure. OpenAI’s submission to the White House details how expanding capacity and workforce readiness can sustain U.S. leadership in AI and economic growth.

global affairs

4 min read

Create a custom URL scheme handler for SwiftUI WebViews. Custom URL schemes Apple introduced both WebView and WebPage SwiftUI views in iOS 26. These provide similar WebKit functionality to the UIKit WKWebView APIs. This includes being able to register custom URL schemes to load local resources. Suppose I have an App that loads quotations from the local App bundle. My…

Kalyan Vadrevu 3 min read

This year’s ROSCon conference heads to Singapore, bringing together the global robotics developer community behind Robot Operating System (ROS) — the world’s most widely adopted open framework for building robots. At the conference, running through Wednesday, Oct. 29, NVIDIA announced collaborations with partners and the Open Source Robotics Alliance (OSRA), as well as new robotics […]

roboticsartificial intelligenceeventsisaacjetson

25 Oct 2025

1 min read

You love him but sometimes it's hard to look at him, the beauty that first attracted you a mirror of his...

24 Oct 2025

Anish Maddipoti 12 min read

From the stages of the PyTorch Conference to hackathons and workshops, Open Source AI Week spotlighted the innovation, collaboration and community driving open-source AI forward. Here are some highlights from the event: Honoring open-source contributions: Jonathan Dekhtiar, senior deep learning framework engineer at NVIDIA, received the PyTorch Contributor Award for his key role in designing […]

aiagentic aiartificial intelligenceeventsopen source

23 Oct 2025

Sean 4 min read

Announcing Sponsorship on NuGet.org - An easy way to recognize package maintainers and grow the NuGet community stronger! The post Announcing Sponsorship on NuGet.org appeared first on .NET Blog.

.netnuget

Archie Gunasekara 13 min read

Last year, I wrote a blog post titled Advancing Our Chef Infrastructure, where we explored the evolution of our Chef infrastructure over the years. We talked about the shift from a single Chef stack to a multi-stack model, and the challenges that came with it – from updating how we handle cookbook uploads to navigating…

uncategorizedaws

Filippo Valsorda 7 min read

Introducing the set of standards that Geomys maintainers strive to uphold in our professional activity as open source maintainers.

9 min read

How does Meta empower its product teams to harness GenAI’s power responsibly? In this post, we delve into how Meta addresses the challenges of safeguarding data in the GenAI era by scaling its Privacy Aware Infrastructure (PAI), with a particular focus on Meta’s AI glasses as an example GenAI use case. We’ll describe in detail [...] Read More... The post…

security privacy

J Simpson 7 min read

API documentation is the cornerstone of discoverability. Well-structured API documentation allows an API to be understood by humans as well as machines. It lets a system understand how the API is structured, what it does, and includes invaluable metadata for further filtering and sorting. This means that API documentation is equally vital for an API ...

blogdesignmarketingai agentsapi architecture

Stanko 1 min read

After almost two years (life and other projects happened), I finally plotted something new. I resurrected the Moon project, cleaned it up and published it online. Using a technical pen allowed me to add more detail to the image. It reminded me why I love pen plotting so much, and I hope to plot more in the near future. The…

22 Oct 2025

Michael Margolis 3 min read

When I joined Medium , it was because I still believe in the internet as a place for ideas. Not noise, not outrage, but content that connects people through shared curiosity. Medium’s mission is to deepen understanding and spread ideas that matter. We’re building the best place for reading and writing online: A space that rewards clarity, authenticity, and craft…

software-engineeringmediumbackend-developmentbackendhiring

1 min read

OpenAI expands its UK partnership with a new Ministry of Justice agreement, bringing ChatGPT to civil servants. It also introduces UK data residency for ChatGPT Enterprise, ChatGPT Edu, and the API Platform to support trusted and secure AI adoption.

global affairs

Kristopher Sandoval 6 min read

AI agents are increasingly autonomous in the way they interact with APIs and the systems those APIs represent. But unlike human developers, who can intuit solutions pretty readily, agents aren’t quite up to the task of reading docs, joining Slack channels, or pinging support when something breaks. They rely entirely on metadata, structure, and observed ...

blogdesignai agentsapi designapi development

10 min read

Some time ago, I noticed some new organization called FUTO popping up here and there. I’m always interested in seeing new organizations that fund open source popping up, and seeing as they claim several notable projects on their roster, I explored their website with interest and gratitude. I was first confused, and then annoyed by what I found. Confused, because…

21 Oct 2025

Postmark team 7 min read

Your Postmark API tokens are the keys to your email kingdom. One exposed token can mean unauthorized access to your account, potential data breaches, and a whole lot of stress you don't need. The good news? Keeping your account secure doesn't have to be complicated. This guide covers the essential practices that'll help you sleep better at night, knowing your…

1 min read

For a while now, I’ve been fascinated by Z3 and by SMT solving more broadly. While on pat leave recently, I was reminded of the existence of regular-expression crossword puzzles, and allowed myself to get nerdsniped by writing a Z3-backed solver. I expected to spend perhaps an afternoon cranking out a quick solver; I ended up getting sucked into understanding…

Scott Hill 1 min read

As almost everyone in the tech business knows, AWS had a major incident yesterday. This blog explores how PubNub stays up, but more importantly, keeps its customers up-to-date throughout these moments.

J Simpson 4 min read

Agentic AI has been the talk of the tech world in 2025. A quick query on Google Trends shows a 6100% uptick in Google searches for agentic AI in the last 12 months. Emergen Research anticipates that the Agentic AI market could be worth as much as $48.2 billion by 2030, with a compound annual ...

blogstrategyai agentsapi securityapi vulnerabilities

Johannes Müller 1 min read

We are announcing a new Crystal release 1.18.2 with two regressions fixed. See the release notes of 1.18.0 for all the changes introduced in Crystal 1.18. Pre-built packages are available on GitHub Releases and our official distribution channels. See crystal-lang.org/install for installation instructions. Stats Section titled Stats This release includes 3 changes since 1.18.1 by 3 contributors. We thank all…

MapTiler (Jachym Cepicky) 1 min read

Three new map styles with refreshed cartography with denser data across zoom levels are now avaiable for public testing.

Explore the importance of functionality over elegance in Swizec's latest piece. Learn from his experience of tripling an engineering team's size within a year.

20 Oct 2025

12 min read

Disaggregated Schedule Fabric (DSF) is Meta’s next-generation network fabric technology for AI training networks that addresses the challenges of existing Clos-based networks. We’re sharing the challenges and innovations surrounding DSF and discussing future directions, including the creation of mega clusters through DSF and non-DSF region interconnectivity, as well as the exploration of alternative switching technologies. [...] Read More... The post…

data center engineeringnetworking traffic

1 min read

Apache Cassandra is a distributed database designed for high availability and horizontal scalability. This write-up explores the complete write path in Cassandra, from the moment a client sends a write request to how data gets replicated across nodes in the cluster.

19 Oct 2025

1 min read

Polyhedral optimization is a tool used in compilers for optimizing loop nests. While the major compilers that use this implement polyhedral optimizations from scratch,1 there is a generally-applicable open source C library called the Integer Set Library (ISL) that implements the core algorithms used in polyhedral optimization. This article gives an overview of a subset of ISL, mainly focusing on…

Amit Merchant 4 min read

PHP’s parse_url was not compliant with RFC 3986 (generic, permissive URIs) or WHATWG URL (browser-style URLs), leading to inconsistent behavior, interoperability problems with tools like cURL, and subtle security issues such as parsing confusion. To fix these issues, PHP 8.5 introduces a standardized API so URIs/URLs are parsed, normalized, modified, and compared consistently with the relevant specs. PHP now ships…

18 Oct 2025

1 min read

They often said it was death threats from evolutionary biologists that had first driven the two of them...

17 Oct 2025

5 min read

At Meta, we are constantly pushing the boundaries of LLM inference systems to power applications such as the Meta AI App. We’re sharing how we developed and implemented advanced parallelism techniques to optimize key performance metrics related to resource efficiency, throughput, and latency. The rapid evolution of large language models (LLMs) has ushered in a [...] Read More... The post…

ai research

1 min read

One of the most fundamental design decisions in Redis replication is that it's push-based rather than pull-based. This means the master (or primary) actively sends data to replicas, rather than replicas polling the master for updates.

16 Oct 2025

7 min read

Sapling is a scalable, user-friendly, and open-source source control system that powers Meta’s monorepo. As discussed at the GitMerge 2024 conference session on branching, designing and implementing branching workflows for large monorepos is a challenging problem with multiple tradeoffs between scalability and the developer experience. After the conference, we designed, implemented, and open sourced our [...] Read More... The post…

devinfraopen source

9 min read

We’re sharing details on our journey to scale Meta’s Backbone network to support the increasing demands of new and existing AI workloads. We’ve developed new technologies and designs to address our 10x scaling needs and applying some of these same principles to help extend our AI clusters between multiple data centers. Meta’s Backbone network is [...] Read More... The post…

data center engineering

J Simpson 5 min read

Translating physical reality into digital data that’s understandable and consumable by machines is one of the most persistent roadblocks in digital transformation. You can have all the automation, data processing, and filtering in the world, and it won’t make a difference if you’re still performing manual data entry. Computer vision is an essential part of ...

blogplatformsapiapi platformapis

Phani Pandrangi 1 min read

The shift toward distributed, intelligent systems is underway. PubNub works with companies across industries helping them operate at scale. As a horizontal, real-time platform, we see patterns and best practices emerging across diverse ecosystems, and we share valuable insights to accelerate your own distributed AI initiatives.

15 Oct 2025

3 min read

A rather bizarre bill has been introduced in the Michigan legislature, the Anticorruption of Public Morals Act, H.B. 4938. While there’s a lot to object to in the bill, I’ll leave the broader criticisms to others and focus on some technology issues. The goal of the bill is specified in §3(1): “A commercial entity, public institution, private actor, or internet…

vladmihalcea 1 min read

Introduction My friend, Laurentiu Spilca, has been working on the second edition of his Troubleshooting Java book, and when I was asked to review it, I was more than happy to do it since the book features a lot of topics that I’m also very interested in, such as performance tuning and query optimization. Audience This book is useful for…

bookbook reviewjavatroubleshooting

Adriano Mota 6 min read

Healthcare systems worldwide are navigating a complex landscape, challenged by rising patient expectations, soaring operational costs, shortages of medical staff, strict compliance requirements, and the need to manage vast amounts of sensitive data. In this environment, digital transformation is essential to stop accepting what’s broken and start building what works. A pivotal standard driving transformation ...

blogstrategyapi standardsapi strategycase study