Month: December 2025

Truly Universal Outlet

How to Stay Ahead of AI as an Early-Career Engineer

“AI is not going to take your job. The person who uses AI is going to take your job.” This is an idea that has become...

The Top 8 Computing Stories of 2025

This year, AI continued looming large in the software world. But more than before, people are wrestling with both its amazing capabilities and its striking shortcomings....

Mesh Networks Are About to Escape Apple, Amazon, and Google Silos

In the early 2000s, mesh networks were on the verge of being everywhere and connecting everything. Daisy-chaining many devices like beads on a string would “accommodate...

AI Wrapped: The 14 AI terms you couldn’t avoid in 2025

If the past 12 months have taught us anything, it’s that the AI hype train is showing no signs of slowing. It’s hard to believe that...

How to Run a Docker Container in AWS Lambda

While containers are quite lightweight and provide various benefits, it can be challenging to decide how best to deploy them. There are a number of ways...

Hermetic Sealing Solutions for High-Performance Miniaturized Battery Systems

Achieve reliable hermetic sealing for millimeter-scale microbatteries using dual-seal epoxy adhesive methods that maximize energy density while preventing electrolyte leakage and moisture ingress. What Attendees will...

How to Prepare for Technical Job Interviews – Based on My Experience Landing a Job

Hi, I’m Ilyas. I’m a web developer, and this is my story about how I struggled with interviews for a long time and what finally helped...

IEEE’s Role in ABET Accreditation Explained

There is a misconception among some that IEEE accredits engineering programs in the United States, but that is the responsibility of ABET. The global, nonprofit agency...

The Top 6 Robotics Stories of 2025

Usually, I start off these annual highlights posts by saying that it was the best year ever for robotics. But this year, I’m not so sure....

LlamaIndex in Python: A RAG Guide With Examples

Discover how to use LlamaIndex with practical examples. This framework helps you build retrieval-augmented generation (RAG) apps using Python. LlamaIndex lets you load your data and...

Drones Compete to Spot and Extinguish Brushfires

To the untrained eye, it did not look like a particularly complicated mission. A large black quadcopter drone, more than two meters spanning the propeller tips,...

Four bright spots in climate news in 2025

Climate news hasn’t been great in 2025. Global greenhouse-gas emissions hit record highs (again). This year is set to be either the second or third warmest...

Daniel Lange: Getting scanning to work with Gimp on Trixie

Trixie ships Gimp 3.0.4 and the 3.x series has gotten incompatible to XSane, the common frontend for scanners on Linux. Hence the maintainer, Jörg Frings-Fürst, has...

Sauropods

Firefox is Adding Split View for Tabs, Here’s How to Enable It

Firefox’s new Split View lets you browse two tabs side-by-side in one window. Enable this experimental feature in Firefox 146 now – here’s how. You’re reading...

Staff+ engineers are the key to AI adoption

As the organizational glue, staff+ engineers are best placed to bring in successful AI adoption. The post Staff+ engineers are the key to AI adoption appeared...

Christmas gifts for you from the freeCodeCamp community: Learn Python, SQL, Spanish, and more

2025 has been an amazing year for the global freeCodeCamp community. And we’re thrilled to cap it off with the launch of several Christmas Gifts for...

Ghostty Terminal Adopts a Non-Profit Funding Model

Ghostty, the fast GPU‑accelerated terminal, now operates under a non‑profit funding model through fiscal sponsorship with Hack Club. Here’s what it means. You’re reading Ghostty Terminal...

How to Use GenUI in Flutter to Build Dynamic, AI-Driven Interfaces

In standard app development, the User Interface (UI) is static. You write code for a button, compile it, and it remains a button forever. GenUI flips...

Build a Support Agent with Vercel AI SDK

Vercel AI SDK is a TypeScript-first toolkit for building AI features. It streamlines text generation, embeddings, and structured outputs. We just posted a course on the...

Researchers are getting organoids pregnant with human embryos

At first glance, it looks like the start of a human pregnancy: A ball-shaped embryo presses gently into the receptive lining of the uterus and then...

Thank You (2025 Edition)

If I had to whittle down my favorite thing about CSS-Tricks to one thing — and like Tom Petty hits, there’s a lot of ’em —...

The Pragmatic Engineer in 2025

This holiday season marks the end of the fourth year of The Pragmatic Engineer as my full-time focus, following more than a decade of working as...

The Top 5 Transportation Stories for 2025

IEEE Spectrum’s transportation coverage this year covered breakthroughs in electric vehicles, batteries, charging, automation, aviation, maritime tech and more. Readers followed the race to rebuild U.S....

Next-Level Quantum Computers Will Almost Be Useful

Summary Quantum computing aims for error correction by 2026, with Microsoft, Atom Computing, and QuEra leading efforts to deliver small, error-corrected machines. Neutral atoms offer maneuverability...

Jonathan Dowland: Remarkable

My Remarkable tablet, displaying my 2025 planner. During my PhD, on a sunny summer’s day, I copied some papers to read onto an iPad and cycled...

Giving Users A Voice Through Virtual Personas

In my previous article, I explored how AI can help us create functional personas more efficiently. We looked at building personas that focus on what users...

Clean up org debt with systems thinking

Applying engineering fundamentals to team management can get you a lot further than you think. The post Clean up org debt with systems thinking appeared first...

Daniel Kahn Gillmor: AI and Secure Messaging Don’t Mix

AI and Secure Messaging Don’t Mix Over on the ACLU’s Free Future blog, I just published an article titled AI and Secure Messaging Don’t Mix. The...

How to Install COSMIC Desktop on Ubuntu 24.04 [PPA]

Want to run COSMIC desktop on Ubuntu 24.04 LTS? A new (unofficial) PPA makes it easy to. Follow the steps in this guide, learn about the...

Oracle Database Workloads On OpenShift Virtualization Reference Architecture

This article details Red Hat’s engineering efforts to support running a Oracle Database 19c on Red Hat OpenShift Virtualization. It provides a comprehensive reference architecture, validation...

Isoken Ibizugbe: Everybody Struggles

That’s right: everyone struggles. You could be working on a project only to find a mountain of new things to learn, or your code might keep...

IEEE Summit Yields Better Equipped STEM Educators

The annual IEEE STEM Summit, held this year on 23 and 24 October, brought together preuniversity educators, IEEE volunteers, and STEM enthusiasts to discuss ways to...

elementary OS 8.1 is Out, Now Uses Wayland by Default

Elementary OS 8.1 is out with Wayland enabled by default, new apps, animations and eye candy. Based on Ubuntu 24.04.3 LTS with Linux 6.14. You’re reading...

Jonathan McDowell: NanoKVM: I like it

I bought a NanoKVM. I’d heard some of the stories about how terrible it was beforehand, and some I didn’t learn about until afterwards, but at...

freeCodeCamp’s A1 Professional Chinese Curriculum (Beta) is Now Live

The freeCodeCamp community just published the introductory chapters of our new A1 Professional Chinese Curriculum. You can now get started learning Chinese with what’s already available....

text-decoration-inset is Like Padding for Text Decorations

The text-decoration-inset CSS property solves a problem that we’ve had since the beginning of the web, which is that text decorations such as underlines extend beyond...

How Dad’s Fitness May Be Packaged and Passed Down in Sperm RNA

The standard sperm-meets-egg story posits that sperm cells are hardly more than bundles of shrink-wrapped DNA with tails. Their mission is simple: Deliver a father’s genes...

Hellen Chemtai: Overcoming Challenges in OpenQA Images Testing: My Internship Journey

Hello there . Today will be an in depth review on my work with the Debian OpenQA images testing team. I will highlight the struggles that...

Python Typing Survey 2025: Code Quality and Flexibility As Top Reasons for Typing Adoption

The 2025 Typed Python Survey, conducted by contributors from JetBrains, Meta, and the broader Python typing community, offers a comprehensive look at the current state of...

The Top 7 Telecommunications Stories of 2025

The telecom networks originally built to carry phone calls and packets of data are in the midst of a dramatic shift. The past year saw early...

SOLID Design Principles: Improve Object-Oriented Code in Python

A great approach to writing high-quality object-oriented Python code is to consistently apply the SOLID design principles. SOLID is a set of five object-oriented design principles...

How Workers powers our internal maintenance scheduling pipeline

Cloudflare has data centers in over 330 cities globally, so you might think we could easily disrupt a few at any time without users noticing when...

Ultrasound Treatment Takes on Cancer’s Toughest Tumors

For many years, doctors and technicians who performed medical ultrasound procedures viewed bubbles with wary concern. The phenomenon of cavitation—the formation and collapse of tiny gas...

How to Test and Improve AI Applications with an Evaluation Flywheel

In traditional programming, developers rely on unit tests to catch mistakes in applications. But when building AI products, that safety net doesn’t exist. Responses can shift...

Emmanuel Kasper: Configuring a mail transfer agent to interact with the Debian bug tracker

Email interface of the Debian bug tracker The main interface of the Debian bug tracker, at http://bugs.debian.org, is e-mail, and modifications are made to existing bugs...

Deliver meaningful feedback in the age of AI

What happens when we delegate one of the most human parts of the job to AI? The post Deliver meaningful feedback in the age of AI...

C.J. Collier: I’m learning about perlguts today.

## 0.23 2025-12-20 commit be15aa25dea40aea66a8534143fb81b29d2e6c08 Author: C.J. Collier Date: Sat Dec 20 22:40:44 2025 +0000 Fixes C-level test infrastructure and adds more test cases for upb_to_sv...

Add a Pixel Santa to Your Ubuntu Desktop for Christmas

Add an animated Santa to Ubuntu with the Gnomelets GNOME extension. See Santa walk on app windows, jump and roam your desktop. Works with GNOME 45+....

Linux Mint 22.3 Beta Released, This is What’s New

Linux Mint 22.3 beta brings a redesigned app menu, regex file search, new on-screen keyboard, and improved Wayland support. See what’s new in this update. You’re...

Sahil Dhiman: MiniDebConf Navi Mumbai 2025

MiniDebConf Navi Mumbai 2025 which was MiniDebConf Mumbai, which in turn was FOSSMumbai x MiniDebian Conference, happened on 13th and 14th December, 2025, with a hotel...

Linux Mint 22.3 “Zena” – BETA Release

This is the BETA release for Linux Mint 22.3 “Zena”. Linux Mint 22.3 is a long term support release which will be supported until 2029. It...

State of the “log” 2025

Our 8th annual year-end wrap-up is here! We’re featuring 8 listener voicemails, dope Breakmaster Cylinder remixes & our favorite episodes of the year. Thanks for listening!...

freeCodeCamp’s New Relational Databases Certification is Now Live

The freeCodeCamp community just published our new Relational Databases certification. You can now sit for the exam to earn the free verified certification, which you can...

What Firewalls Really Do and Why Every Network (Still) Needs Them

Firewalls are one of the oldest tools in network security. Many people think they are outdated or replaced by newer tools like endpoint security or cloud...

DrP: Meta’s Root Cause Analysis Platform at Scale

Incident investigation can be a daunting task in today’s digital landscape, where large-scale systems comprise numerous interconnected components and dependencies DrP is a root cause analysis...

How to Build a Real-time AI Gym Coach with Vision Agents

Computer vision is transforming how people train, from at-home workouts to smart gym mirrors. Imagine walking into your home gym, turning on your camera, and having...

Ubuntu 26.04 LTS Confirms its Kernel Version

Canonical confirms Ubuntu 26.04 LTS will ship with Linux kernel 6.20 (7.0) in April, bringing latest hardware support and performance improvements to users. You’re reading Ubuntu...

A better way to provision NVIDIA BlueField DPUs at scale with MAAS

MAAS 3.7 has been officially released and it includes a bunch of cool new features. One of the capabilities that stands out most, without a doubt,...

Masonry Layout is Now grid-lanes

We’ve talked a lot about Masonry layout here on CSS-Tricks, so there’s no need to remind you of the two-sided discussions about how to approach it,...

Innovating to address streaming abuse — and our latest transparency report

Cloudflare’s latest transparency report — covering the first half of 2025 — is now live. As part of our commitment to transparency, Cloudflare publishes such reports...

Kartik Mistry: KDE Needs You!

* KDE Randa Meetings and make a donation! I know that my contributions to KDE are minimal at this stage, but hey, I’m doing my part...

How To Measure The Impact Of Features

So we design and ship a shiny new feature. How do we know if it’s working? How do we measure and track its impact? There is...

MicroCeph: why it’s the superior MinIO alternative (and how to use it)

Recently, the team at MinIO moved the open source project into maintenance mode and will no longer accept any changes. That means that no new features...

Hard-won lessons on building and scaling ML models

How small teams can deploy highly adaptable autonomous systems. The post Hard-won lessons on building and scaling ML models appeared first on LeadDev.

Attestation vs. integrity in a zero-trust world

The complex risks facing modern IT environments make IT security a strategic imperative, not a back-end detail. Furthering this is cloud computing, which serves as the...

Turning automation spend into a measurable advantage

IT automation is no longer optional for executives; it is a critical strategy. Organizations have moved beyond simple scripting to focus on speed and impact, using...

The end of static secrets: Ford’s OpenShift strategy

At Red Hat OpenShift Commons Gathering in Atlanta on November 10, 2025, Satish Puranam, Director of Cloud and Developer Experience at Ford, and Sitaram Iyer, VP...

Friday Five — December 19, 2025

Red Hat Accelerates AI Trust and Security with Chatterbox Labs AcquisitionRed Hat has acquired Chatterbox Labs, a specialist in AI safety and generative AI guardrails. This...

Red Hat OpenShift expands support for VMware vSphere Foundation 9 and VMware Cloud Foundation 9

General availability (GA) support is now available for Red Hat OpenShift versions 4.18, 4.19, and 4.20 running on VMware vSphere Foundation 9 (VVF9) and VMware Cloud...

Why should your organization standardize on Red Hat Enterprise Linux today?

I am currently collaborating with my product marketing team on content explaining why organizations—whether they currently use Red Hat Enterprise Linux (RHEL) or not—should standardize on...

Otto Kekäläinen: Backtesting trailing stop-loss strategies with Python and market data

In January 2024 I wrote about the insanity of the Magnificent Seven dominating the MSCI World Index, and I wondered how long the number can continue...

Kdenlive 25.12 Release Makes Vertical Video a First-Class Citizen

Kdenlive 25.12 adds native vertical video support, a new UI docking system, and duration-based markers. See what’s new in the latest KDE video editor update. You’re...

Dirk Eddelbuettel: dang 0.0.17: New Features, Plus Maintenance

A new release of my mixed collection of things package dang package arrived at CRAN earlier today. The dang package regroups a few functions of mine...

Agents in the database

Ajay Kulkarni from Tiger Data (Co-founder/CEO) is on the pod this week with Adam. He asked him to get vulnerable and trace his path to becoming...

The Pulse: Cloudflare’s latest outage proves dangers of global configuration changes (again)

Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover Big Tech and startups through the lens...

The Pulse #157: Internal dev tooling at Meta & the “trajectories” feature

Before we start, two things: Check out our new MCP report! Elin and I have done something experimental: create a more detailed report than even our...

Search CSS-Tricks Raycast Extension

I have to search for articles often on this site. And I’d say searching this site is Pretty OK™ in general. Making content searchable on a...

The Year in Mathematics

Mathematics is, at its core, an art. Like painters, musicians or writers, mathematicians create and explore new worlds. They test, and then push past, the limits...

Announcing support for GROUP BY, SUM, and other aggregation queries in R2 SQL

When you’re dealing with large amounts of data, it’s helpful to get a quick overview — which is exactly what aggregations provide in SQL. Aggregations, known...

Colin Watson: Preparing a transition in Debusine

We announced a public beta of Debusine repositories recently (Freexian blog, debian-devel-announce). One thing I’m very keen on is being able to use these to prepare...

The 2025 Stratechery Year in Review

While I started Stratechery in 2013 while living in the United States, within months I moved back to Taiwan, which means the vast majority of Stratechery...

10 must-read articles to master modern hybrid cloud security and scale

The final quarter of the year is marked by accelerated innovation. Red Hat is leading the way by integrating AI into management, fortifying our security foundations,...

Resilient model training on Red Hat OpenShift AI with Kubeflow Trainer

Imagine that after 60 hours of training, a large language model (LLM) on an 8x NVIDIA H100 GPU cluster costing $55 an hour, your job fails...

RPM and DNF features and enhancements in Red Hat Enterprise Linux 10.1

Red Hat Enterprise Linux 10.1 (RHEL) features some significant updates to RPM and DNF, two technologies designed to help you manage software installs and updates. The...

OpenShot 3.4: New Effects, Better Performance & LUT Support

OpenShot 3.4 brings 32% faster performance, LUT colour grading, new effects, and on-canvas editing tools. Details on how to get this update inside. You’re reading OpenShot...

Jonathan McDowell: 21 years of blogging

21 years ago today I wrote my first blog post. Did I think I’d still be writing all this time later? I’ve no idea to be...

The history of servers, the cloud, and what’s next – with Oxide

Stream the latest episode Listen and watch now on YouTube, Spotify, and Apple. See the episode transcript at the top of this page, and timestamps for...

Responsive List of Avatars Using Modern CSS (Part 2)

Ready for the second part? If you recall, last time we worked on a responsive list of overlapping avatar images featuring a cut-out between them. We...

The Year in Physics

It in no way reflects my feelings toward Quanta staff writer Charlie Wood that my favorite moment of the year in physics happened when he got...

Dirk Eddelbuettel: RcppArmadillo 15.2.3-1 on CRAN: Upstream Update

Armadillo is a powerful and expressive C++ template library for linear algebra and scientific computing. It aims towards a good balance between speed and ease of...

How to Build the Python Skills That Get You Hired

When you’re learning Python, the sheer volume of topics to explore can feel overwhelming because there’s so much you could focus on. Should you dive into...

How big tech fell out of love with remote work

The biggest tech firms are all firmly on one side of the RTO debate. The post How big tech fell out of love with remote work...

Matthew Garrett: How did IRC ping timeouts end up in a lawsuit?

I recently won a lawsuit against Roy and Rianne Schestowitz, the authors and publishers of the Techrights and Tuxmachines websites. The short version of events is...

Smashing Animations Part 7: Recreating Toon Text With CSS And SVG

After finishing a project that required me to learn everything I could about CSS and SVG animations, I started writing this series about Smashing Animations and...

Steinar H. Gunderson: Lichess

I wish more pages on the Internet were like Lichess. It’s fast. It feels like it only does one thing (even though it’s really more like...

Mozilla’s New CEO Confirms Firefox Will Become an “AI Browser”

Mozilla’s new CEO confirms Firefox will become an “AI browser”, with opt-out features. The aim is to raise money. But what does this pivot means for...

How AWS deals with a major outage

In October, the largest Amazon Web Services (AWS) region in the world suffered an outage lasting 15 hours, which created a global impact as thousands of...

Fragments: December 16

Gitanjali Venkatraman does wonderful illustrations of complex subjects (which is why I was so happy to work with her on our Expert Generalists article). She has...

The Year in Computer Science

Space and time aren’t just woven into the background fabric of the universe. To theoretical computer scientists, time and space (also known as memory) are the...

Most Parked Domains Now Serving Malicious Content

Direct navigation — the act of visiting a website by manually typing a domain name in a web browser — has never been riskier: A new...

Freexian Collaborators: Monthly report about Debian Long Term Support, November 2025 (by Santiago Ruano Rincón)

The Debian LTS Team, funded by [Freexian’s Debian LTS offering] (https://www.freexian.com/lts/debian/), is pleased to report its activities for November. Activity summary During the month of November,...

Freexian Collaborators: Debusine repositories now in beta (by Colin Watson)

We’re happy to announce that Debusine can now be used to maintain APT-compatible add-on package repositories for Debian. This facility is available in public beta to...

GIMP 3.2 RC2 Released with Fixes as Stable Launch Nears

The second GIMP 3.2 release candidate brings a fresh set of improvements, fixes, and UI tweaks. Download the RC2 build to test the changes before the...

How Temporal Powers Reliable Cloud Operations at Netflix

By Jacob Meyers and Rob Zienert Temporal is a Durable Execution platform which allows you to write code “as if failures don’t exist”. It’s become increasingly critical...

The code, prose & pods that shaped 2025

This episodes diverges from our traditional fare. I’ve reviewed the 49 previous editions and picked (IMHO) the coolest code, best prose & my favorite podcast episode...

Gunnar Wolf: Unique security and privacy threats of large language models — a comprehensive survey

This post is an unpublished review for Unique security and privacy threats of large language models — a comprehensive survey Much has been written about large...

Toon Title Text Generator

Andy Clarke with a brand-new resource. It generates the sort of fun typography that Andy commonly uses in his own work that’s geared towards cartoon headings....

Netflix Live Origin

Xiaomei Liu, Joseph Lynch, Chris Newton Introduction Behind the Streams: Building a Reliable Cloud Live Streaming Pipeline for Netflix introduced the architecture of the streaming pipeline. This...

How AI Is Transforming the Adoption of Secure-by-Default Mobile Frameworks

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...

Responsive List of Avatars Using Modern CSS (Part 1)

A list of rounded images that slightly overlap each other is a classic web design pattern. You are for sure wondering what the novelty we are...

Native integration available between Canonical LXD and HPE Alletra MP B10000

The integration combines efficient open source virtualization with high performance, enterprise-grade storage We are pleased to announce a new,  native integration between Canonical LXD and HPE...

The Year in Biology

As I reflect on a year of Quanta biology stories to decide which of the many excellent ones to recommend, I am relying on memory. But...

Writing DataFrame-Agnostic Python Code With Narwhals

Narwhals is intended for Python library developers who need to analyze DataFrames in a range of standard formats, including Polars, pandas, DuckDB, and others. It does...

ChatGPT’s rivals, Kwai’s quiet rise: the top Internet services of 2025

In 2025, the Internet is more central to our lives than ever, and we rely on an array of online services to get things done, connect...

The 2025 Cloudflare Radar Year in Review: The rise of AI, post-quantum, and record-breaking DDoS attacks

The 2025 Cloudflare Radar Year in Review is here: our sixth annual review of the Internet trends and patterns we observed throughout the year, based on...

Creating Data Analysis Pipelines using DuckDB and RStudio

Motivation and Vision The core motivation behind data analysis pipelines, and the focus of this article, is the need to establish a clear path from unprocessed...

New Website Lets You Scan Snaps for Known Security Vulnerabilities

Snapscope by Alan Pope lets you scan Snap packages to list CVES or security vulnerabilities in any bundled libraries, giving you more insight into Snap security....

Evgeni Golov: Home Assistant, Govee Lights Local, VLANs, Oh my!

We recently bought some Govee Glide Hexa Light Panels, because they have a local LAN API that is well integrated into Home Assistant. Or so we...

Dirk Eddelbuettel: BH 1.90.0-1 on CRAN: New Upstream

Boost is a very large and comprehensive set of (peer-reviewed) libraries for the C++ programming language, containing well over one hundred individual libraries. The BH package...

Junichi Uekawa: I was wondering if there was some debian thread and noticed maybe something is broken in my mail setup.

I was wondering if there was some debian thread and noticed maybe something is broken in my mail setup. The amount of emails I am receiving...

Down the Linux rabbit hole

Alex Kretzschmar joins Adam for a trip down the Linux rabbit hole – Docker vs Podman, building a Kubernetes cluster, ZFS backups with zfs.rent, bootc, favorite...

2025.50: Netflix and a Hollywood Chill

Welcome back to This Week in Stratechery! As a reminder, each week, every Friday, we’re sending out this overview of content in the Stratechery bundle; highlighted...

Ubuntu 26.04 Snapshot 2 Available to Download

The second Ubuntu 26.04 snapshot is ready to download, making testing of ‘Resolute Raccoon’ ahead of next April’s stable release easier. Details inside. You’re reading Ubuntu...

Submit a Presentation for the openSUSE America Summit

Organizers of the openSUSE America Summit have opened the call for presentations for the 2026 event. We are inviting contributors across the globe and the Americas...

Celebrating Six Years of openSUSE Bar

The openSUSE community will celebrate the 6-year anniversary of the openSUSE Bar on Dec. 19 starting at 13:00 UTC. Join people in the bar and celebrate...

4 cool new projects to try in Copr for December 2025

This article series takes a closer look at interesting projects that recently landed in Copr. Copr is a build-system for anyone in the Fedora community. It hosts...

Freexian Collaborators: Debian Contributions: Updates about DebConf Video Team Sprint, rebootstrap, SBOM tooling in Debian and more! (by Anupa Ann Joseph)

Debian Contributions: 2025-11 Contributing to Debian is part of Freexian’s mission. This article covers the latest achievements of Freexian and their collaborators. All of this is...

Dirk Eddelbuettel: #056: Running r-ci with R-devel

Welcome to post 56 in the R4 series. The recent post #54 reviewed a number of earlier posts on r-ci, our small (but very versatile) runner...

The Pulse #156: Beware of global configuration changes in large systems

The Pulse is a series covering events, insights, and trends within Big Tech and startups. Notice an interesting event or trend? Hit reply and share it...

Agent Lightning: Adding reinforcement learning to AI agents without code rewrites

AI agents are reshaping software development, from writing code to carrying out complex instructions. Yet LLM-based agents are prone to errors and often perform poorly on...

React2Shell and related RSC vulnerabilities threat brief: early exploitation activity and threat actor techniques

On December 3, 2025, immediately following the public disclosure of the critical, maximum-severity React2Shell vulnerability (CVE-2025-55182), the Cloudforce One Threat Intelligence team began monitoring for early...