~/devreads

18 Dec 2025

Dave Cheney 1 min read

Here’s a small quiz derived from some incorrect advice from an AI coding assistant. This program prints two timestamps; will they be a. Roughly the same time (ie, the same second)b. Roughly 10 seconds apartc. Something else Answer after the fold

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17 Dec 2025

Zoe Kessler 4 min read

The Hao AI Lab research team at the University of California San Diego — at the forefront of pioneering AI model innovation — recently received an NVIDIA DGX B200 system to elevate their critical work in large language model inference. Many LLM inference platforms in production today, such as NVIDIA Dynamo, use research concepts that […]

aiai infrastructureresearchsupercomputingartificial intelligence

Aditya Tripathi 11 min read

Containers are the universal path to production for most developers, and Docker has always been the steward of the ecosystem. Docker Hub has over 20 billion monthly pulls, with nearly 90% of organizations now relying on containers in their software delivery workflows. That gives us a responsibility: to help secure the software supply chain for...

products

Bill Doerrfeld 11 min read

Speaking at tech conferences can be a very fruitful professional experience. Placing yourself on stage is a fantastic way to share your ideas with the world, network with others, and build your reputation in tech. But the first hurdle is pitching a topic — selection committees look for very specific things when they review their ...

blogstrategyapi communityapi conferenceapi industry

1 min read

OpenAI is launching the OpenAI Academy for News Organizations, a new learning hub built with the American Journalism Project and The Lenfest Institute to help newsrooms use AI effectively. The Academy offers training, practical use cases, and responsible-use guidance to support journalists, editors, and publishers as they adopt AI in their reporting and operations.

global affairs

1 min read

Developers can now submit apps for review and publication in ChatGPT, with approved apps appearing in a new in-product directory for easy discovery. Updated tools, guidelines, and the Apps SDK help developers build powerful chat-native experiences that bring real-world actions into ChatGPT.

product

16 Dec 2025

Ole Begemann 3 min read

After my previous post Tracking renamed files in Git, here’s another entry in my ongoing series “I thought git mv was useless but I was wrong”. This one’s especially relevant to users on macOS and Windows, where the file system is case-insensitive by default. More precisely, APFS on macOS is case-insensitive but case-preserving by default. That is, A.TXT and a.txt…

1 min read

Get up to date with the latest product features and launches to offer industry-leading payments to your customers.

Yiwen Xu 3 min read

Running large language models (LLMs) and other generative AI models can be a complex, frustrating process of managing dependencies, drivers, and environments. At Docker, we believe this should be as simple as docker model run. That's why we built Docker Model Runner, and today, we’re thrilled to announce a new collaboration with Universal Blue. Thanks...

productsai mldocker desktopdocker model runner

Art Anthony 7 min read

With their usage increasing by more than 50% since the start of the pandemic, it’s clear that eSignatures (and eSignature APIs) are here to stay. As we edge closer and closer towards a paperless world, public perception of electronic signatures has moved from “are those even legally binding?” to something used for everything from sending ...

blogplatformsapiapi integrationapi security

1 min read

The new ChatGPT Images is powered by our flagship image generation model, delivering more precise edits, consistent details, and image generation up to 4× faster. The upgraded model is rolling out to all ChatGPT users today and is also available in the API as GPT-Image-1.5.

product

15 Dec 2025

Toine de Boer 14 min read

Build professional iOS widgets with .NET MAUI, from static displays to interactive widgets. The post How to Build iOS Widgets with .NET MAUI appeared first on .NET Blog.

.net.net for ios.net mauiiosmobile development

10 min read

Meta’s secure-by-default frameworks wrap potentially unsafe OS and third-party functions, making security the default while preserving developer speed and usability. These frameworks are designed to closely mirror existing APIs, rely on public and stable interfaces, and maximize developer adoption by minimizing friction and complexity. Generative AI and automation accelerate the adoption of secure frameworks at [...] Read More... The post…

androidiosml applicationssecurity privacy

NVIDIA Newsroom 2 min read

NVIDIA today announced it has acquired SchedMD — the leading developer of Slurm, an open-source workload management system for high-performance computing (HPC) and AI — to help strengthen the open-source software ecosystem and drive AI innovation for researchers, developers and enterprises. NVIDIA will continue to develop and distribute Slurm as open-source, vendor-neutral software, making it […]

ai infrastructurecorporatesoftwareartificial intelligenceopen source

Ole Begemann 5 min read

Git famously doesn’t track file renames. That is, Git doesn’t store the information “file A has been renamed to B in commit X”. Instead, Git stores snapshots of the repository at each commit. It then uses a (customizable) heuristic during diffing to guess at likely renames: “File B in commit X is new, and file A has been deleted. B…

Annamalai Chockalingam 6 min read

Modern workflows showcase the endless possibilities of generative and agentic AI on PCs. Of many, some examples include tuning a chatbot to handle product-support questions or building a personal assistant for managing one’s schedule. A challenge remains, however, in getting a small language model to respond consistently with high accuracy for specialized agentic tasks. That’s […]

aiartificial intelligencegeforcenvidia rtxrtx ai garage

1 min read

The best-known art forgers are driven by ego; the best, period, aren't known. She was possibly — who could...

2 min read

Many projects close issues after a triage if the feature/bug is not planned. For example, the terraform-provider-aws uses a bot that detects stale issues (for example, I'm following this one and I'm getting periodic emails about it). If nobody comments for a period of time the issue gets closed. I get why it's good for the project's perspective: if you…

14 Dec 2025

13 Dec 2025

1 min read

Partitions sit right in the middle of how Kafka works. They define ordering, parallelism, and how far it can scale. But what actually happens when you need more of them? How does Kafka grow that number, what happens to the data you already have, and which guarantees stay intact after the change?

12 Dec 2025

Oliver Carson 1 min read

Explore PubNub's 2025 global conference journey, from gaming, healthcare, retail, and sports media events where we showcased real-time innovation and won major awards.

Jin Kim 7 min read

At the recent AWS re:Invent, Docker focused on a very real developer problem: how to run AI agents locally without giving them access to your machine, credentials, or filesystem. With AWS introducing Kiro, Docker demonstrated how Docker Sandboxes and MCP Toolkit allow developers to run agents inside isolated containers, keeping host environments and secrets out...

communitycompanyproductsawsdocker mcp catalog

Scott Martin 2 min read

In Las Vegas’s T-Mobile Arena, fans of the Golden Knights are getting more than just hockey — they’re getting a taste of the future. ADAM, a robot developed with NVIDIA Isaac libraries, is pouring drinks and turning heads in one of the NHL’s most exciting venues. ADAM, short for Automated Dual Arm Mixologist, was developed […]

corporateroboticsnvidia isaac simnvidia jetsonomniverse

Jin Kim 5 min read

Insider threats have always been difficult to manage because they blur the line between trusted access and risky behavior. With generative AI, these risks aren't tied to malicious insiders misusing credentials or bypassing controls; they come from well-intentioned employees simply trying to get work done faster. Whether it's developers refactoring code, analysts summarizing long reports,...

engineeringproducts

Amit Merchant 3 min read

You know how sometimes you want to ensure that a value stays within a specific range? Maybe you’re working with user input, configuration values, or any scenario where you need to enforce boundaries. In scenarios like these, having a built-in function to clamp values can be incredibly useful. Well, good news! PHP 8.6 will be introducing a new function called…

11 Dec 2025

Ashraf Eassa 3 min read

Unveiling what it describes as the most capable model series yet for professional knowledge work, OpenAI launched GPT-5.2 in December. The model was trained and deployed on NVIDIA infrastructure, including NVIDIA Hopper and GB200 NVL72 systems. GPT-5.3 Codex — the first OpenAI agentic coding model to help build itself — was released in February and […]

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Yiwen Xu 3 min read

Great news for Windows developers working with AI models: Docker Model Runner now supports vLLM on Docker Desktop for Windows with WSL2 and NVIDIA GPUs! Until now, vLLM support in Docker Model Runner was limited to Docker Engine on Linux. With this update, Windows developers can take advantage of vLLM's high-throughput inference capabilities directly through...

productsai mldocker desktopdocker model runner

GeForce NOW Community 4 min read

Hunters, saddle up — adventure awaits in the cloud. Journey into the world of Monster Hunter Stories as Capcom’s acclaimed role-playing classics join GeForce NOW. Monster Hunter Stories and Monster Hunter Stories 2: Wings of Ruin are soaring into the cloud this week, bringing colorful worlds, charming companions and turn-based monster battles across devices. They […]

gamingcloud gaminggeforce now

Jennifer Kohl 6 min read

The landscape of AI development is rapidly evolving, and one of the most exciting developments in 2025 from Docker is the release of Docker cagent. cagent is Docker's open-source multi-agent runtime that orchestrates AI agents through declarative YAML configuration. Rather than managing Python environments, SDK versions, and orchestration logic, developers define agent behavior in a...

communityai mlcagentmcp toolkit

1 min read

GPT-5.2 is OpenAI’s strongest model yet for math and science, setting new state-of-the-art results on benchmarks like GPQA Diamond and FrontierMath. This post shows how those gains translate into real research progress, including solving an open theoretical problem and generating reliable mathematical proofs.

publication

2 min read

In Cypress you can save values under aliases which is pretty handy. You can get the aliased value using the cy.get, or by using a cy.then(function () { ... }) callback, or (my favorite solution) using the alias in the next hook or test callback via this.[alias] property 1 2 3 4 5 6 7 8 9 10 11 12…

1 min read

OpenAI reflects on ten years of progress, from early research breakthroughs to widely used AI systems that reshaped what’s possible. We share lessons from the past decade and why we remain optimistic about building AGI that benefits all of humanity.

company

1 min read

GPT-5.2 is our most advanced frontier model for everyday professional work, with state-of-the-art reasoning, long-context understanding, coding, and vision. Use it in ChatGPT and the OpenAI API to power faster, more reliable agentic workflows.

product

1 min read

GPT-5.2 is the latest model family in the GPT-5 series. The comprehensive safety mitigation approach for these models is largely the same as that described in the GPT-5 System Card and GPT-5.1 System Card. Like OpenAI’s other models, the GPT-5.2 models were trained on diverse datasets, including information that is publicly available on the internet, information that we partner with…

publication

10 Dec 2025

NVIDIA Newsroom 2 min read

As the scale and complexity of AI infrastructure grows, data center operators need continuous visibility into factors including performance, temperature and power usage. These insights enable data center operators to actively monitor and adjust data center configurations across large-scale, distributed systems — validating that these systems are operating at their highest efficiency and reliability. NVIDIA […]

corporatesoftwarecybersecurity

Prachi Goel 4 min read

The world’s top-performing system for graph processing at scale was built on a commercially available cluster. NVIDIA last month announced a record-breaking benchmark result of 410 trillion traversed edges per second (TEPS), ranking No. 1 on the 31st Graph500 breadth-first search (BFS) list. Performed on an accelerated computing cluster hosted in a CoreWeave data center […]

ai infrastructurenetworkingcloud servicescudahardware

Dion Harris 8 min read

The NVIDIA accelerated computing platform is leading supercomputing benchmarks once dominated by CPUs, enabling AI, science, business and computing efficiency worldwide. Moore’s Law has run its course, and parallel processing is the way forward. With this evolution, NVIDIA GPU platforms are now uniquely positioned to deliver on the three scaling laws — pretraining, post-training and […]

corporatecudacuda-xphysical aisc25

Janet Wagner 7 min read

Choosing the right architectural style isn’t just a technical detail — it’s critical to the success of your API and every application that relies on it. The architecture determines how easily developers can understand and integrate your API, profoundly impacting their experience. It dictates how clients and servers communicate, directly affecting application efficiency, performance, and ...

blogdesignapi architectureapi designapi standards

2 min read

Well, I am happy to report Cypress-the-company is all in on test auto-healing in its new cy.prompt command (which I recreated locally as cypress-think plugin). Let's look at the screenshots Cypress put in the blog post: The test shows Cypress auto-healing in practice. The test had a prompt like "Turn on dark mode", which used to resolve to some button…

Markus Kohler 1 min read

Discover how PubNub's Model Context Protocol (MCP) server bridges the gap between AI-powered vibe coding and production-ready applications. Learn how to leverage AI coding tools like GitHub Copilot and Cursor to build scalable real-time infrastructure without getting stuck at the prototype stage—complete with authentication, real-time data syncing, and deployment-ready code in minutes.

9 Dec 2025

Srini Sekaran 1 min read

Today, the Linux Foundation launched the Agentic AI Foundation with three founding projects: Anthropic's Model Context Protocol (MCP), Block's goose agent framework, and OpenAI's AGENTS.md standard. The foundation brings together the companies building the infrastructure layer for agents: Anthropic, Block, OpenAI, Amazon, Google, Microsoft, Cloudflare, and Bloomberg, alongside key tooling and platform companies. Docker is...

engineering

Gerald Versluis 3 min read

Learn how to implement in-app purchases in your .NET MAUI apps with our new cross-platform billing sample for Android, iOS, Mac Catalyst, and Windows. The post Implementing Cross-Platform In-App Billing in .NET MAUI Applications appeared first on .NET Blog.

.net.net mauibillinggoogle play billingin-app purchases

2 min read

Here's a simple and responsive search form I put together for a recent side project, using Hotwire's Stimulus framework and Rails with Turbo. The Form Here's how the search input looks. It's a simple search form connected to a Stimulus controller. The input triggers the search function upon every input event. The debounce logic occurs in the Stimulus controller to…

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Serverless Team 1 min read

AWS re:Invent’s biggest serverless launches are already live in Serverless Framework v4, with new runtimes, streaming APIs, tenant isolation, enriched IAM and networking controls, and more - all ready to use today, alongside a livestream deep-dive and a limited-time subscription offer.

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