Technical deep-dive covering V3.2's new features, API patterns, benchmark performance, and migration from V3 DeepSeek V3.2: The Complete Developer Guide (2026) on SitePoint.
20 Apr
Interactive Storytelling for the Web: Building Immersive Stories with Timelines, 3D, and Layered Scenes
CodropsA step by step tutorial on creating an immersive Moon story in Instorier with motion, interaction, and 3D scene building.
Bash aliases turn long, repetitive commands into short custom shortcuts that load every time you open a terminal. Here's how to set them up, where to store them, and a practical set of aliases built for real sysadmin work. Continue reading...
Step-by-step guide to deploying DeepSeek R1 on your local machine or private servers. Covers hardware requirements, environment setup, Docker containerization, inference optimization, and integration with Python apps. Perfect for developers wanting privacy-first reasoning model access. Running DeepSeek R1 Locally: Your Complete Setup Guide (2026) on SitePoint.
Advanced guide to deploying Claude Code as a fully autonomous agent for software engineering tasks. Covers agent scaffolding, multi-turn reasoning loops, error recovery, and integration with existing CI/CD pipelines. Includes real-world examples of agents handling full feature development cycles. Claude Code as an Autonomous Agent: Advanced Workflows (2026) on SitePoint.
DeepSeek R1 is the reasoning model that's revolutionizing how developers approach coding. This comprehensive guide covers understanding the R1 architecture, implementing it in production workloads, optimizing for performance, and integrating with existing tools. DeepSeek R1 Complete Developer Guide (2026) on SitePoint.
Anthropic shipped Claude Opus 4.7 with major improvements in coding, vision, and agentic workflows. Here's what developers actually get with the new model. Claude Opus 4.7 Is Here: What Developers Actually Get on SitePoint.
Manufacturing is at an inflection point. Across every major industrial economy, the pressure to do more with less — due to faster design cycles, leaner operations and strain on skilled labor pools — is accelerating the shift to AI-driven production. The question is no longer whether to adopt AI, but how fast and at what […]
A student engineering team led by Eric Yoon won the EV Challenge with a $10K DIY electric car, beating a competitor with hundreds of thousands in funding by using an uncopyable, real-time PubNub telemetry system to optimize strategy and exploit hidden battery performance advantages.
Hyatt deploys ChatGPT Enterprise across its global workforce, using GPT-5.4 and Codex to improve productivity, operations, and guest experiences.
Read more papers. You can learn the latest and greatest in your field in one chill afternoon.
19 Apr
When I joined Atomic Object nearly 16 years ago, I was drawn in by many factors: people who were generous with their time, interesting development tools and clients, personal connections, and wanting to work with the smartest people I could find. Threaded through all of that was a deep curiosity that resonated with me. The […] The post The Increasing…
15 years ago, on December 11th, 2010, at the bold age of 17, I wrote my first blog post on the wonders of the Windows Phone 7 on Blogspot. I started blogging as a kid at the behest of a family friend at Microsoft, who promised she’d make sure I would become the youngest Microsoft MVP if I started blogging.…
I'm in the tin foil hat era and I've been doing a ton of breaking up recently. I'm getting fatigued on AI features I don't need let alone use. I'm even more sick of the fact that these features are driving up prices of certain services. More than anything, I'm tired of having to think about which EULA update I…
18 Apr
I spend a significant amount of my time thinking about EPSS, CVSS, and the inherent gaps in how we prioritize vulnerabilities. We all know the drill: a 9.8 CRITICAL that remains unexploited shouldn’t jump the line ahead of a 7.5 HIGH that is being actively used in the wild. Closing that gap between theoretical severity and actual exploitability is why…
At Atomic Object, we build great software, and we partner with our clients to help them figure out what the right thing to be building is in the first place. As software consultants, we show up as strategic thought partners who bring perspective on direction, tradeoffs, and timing. Getting that right requires a shared understanding […] The post There’s More…
Everybody has heard of the Dreadnought Factories deep inside the country from where impossible devices...
17 Apr
This is the second in a series of posts about anonymous credentials. You can find the first part here. In the previous post, we introduced the notion of anonymous credentials as a technique that allows users to authenticate to a website without sacrificing their privacy. As a quick reminder, an anonymous credential system consists of … Continue reading Anonymous credentials:…
The Human Infrastructure: How Netflix Built the Operations Layer Behind Live at Scale
Netflix Technology BlogBy: Brett Axler , Casper Choffat , and Alo Lowry In the three years since our first Live show, Chris Rock: Selective Outrage , we have witnessed an incredible expansion of our live content slate and the live operations that support it. From modest beginnings of streaming just one show per month, we are now capable of streaming over nine…
Preallocating memory to avoid quadratic behavior. The post Forgotten message from the past: <CODE>LB_<WBR>INITSTORAGE</CODE> appeared first on The Old New Thing.
Learn how lifecycle email marketing moves leads to loyal customers with stage-based flows for welcome, nurture, conversion, retention, and re-engagement emails. Lifecycle Email Marketing: From Lead to Loyal Customer on SitePoint.
Taylor Pearson's Claude.md workflow uses a single Markdown file as a persistent source of truth for iterative AI coding. Here's how it works and why it's changed how indie hackers build software. The Claude.md Trick: How to Build Full-Stack Apps 5x Faster with One File on SitePoint.
When ChatGPT went mainstream, the narrative was clear: anyone can build an app now. Software engineering, as we know it, is over. My Bias I’ll be honest about my bias. I run a software consultancy with about 100 software engineers. I have skin in this game. But from my front-row seat, what I’ve watched is […] The post Software Engineering…
The Real Python Podcast – Episode #291: Reassessing the LLM Landscape & Summoning Ghosts
Real PythonWhat are the current techniques being employed to improve the performance of LLM-based systems? How is the industry shifting from post-training towards context engineering and multi-agent orchestration? This week on the show, Jodie Burchell, data scientist and Python Advocacy Team Lead at JetBrains, returns to discuss the current AI coding landscape. [ Improve Your Python With 🐍 Python Tricks 💌…
Make.com and n8n are expensive and complex. Claude Code routines offer a powerful, cost-effective alternative for developers who want to automate workflows using AI. Here's how to migrate. Replace Make.com and n8n with Claude Code Routines: The 2026 Workflow Revolution on SitePoint.
Simon Last (Notion co-founder) shared a method enabling AI coding agents to run continuously for 13 days—far exceeding typical agent limits of about an hour. Here's how to build resilient long-running coding agents that don't lose context or lose the plot. How to Run AI Coding Agents Continuously for Days Without Losing the Plot on SitePoint.
Comprehensive comparison between DeepSeek R1 and Claude Code for developers choosing between reasoning AI assistants. DeepSeek R1 vs Claude Code: The Complete Showdown (2026) on SitePoint.
Practical solutions to common problems when working with DeepSeek R1 in production. DeepSeek R1 Troubleshooting Guide: Common Issues and Solutions (2026) on SitePoint.
Breaking news on DeepSeek V4 release with analysis of new features. DeepSeek V4 Released: What's New in the Latest Model (2026) on SitePoint.
Learn how to build user interfaces that visualize DeepSeek R1's reasoning chain in real-time. Build Reasoning UIs with DeepSeek R1: Visualize Chain-of-Thought (2026) on SitePoint.
Dali Khechine, from the SAFE team looks at how SAFE uses data-flow analysis to surface real security risks in BEAM applications without the noise. The post SAFE: Bringing Real Static Analysis to the BEAM appeared first on Erlang Solutions.
null How to Test Accessibility Across Multiple Locales in React Apps. on SitePoint.
A look at how LiveLike is redefining fan engagement in the streaming era by turning live sports moments into real-time, social, and data-rich experiences across owned digital platforms.
AI-assisted development has already won the adoption battle. Today, 84% of developers use or plan to use AI coding tools, major tech companies are generating 30–90% of new code wi… The post Vibe coding statistics: Key data, trends, and insights for 2026 appeared first on Hostinger Blog.
16 Apr
Last week, we launched Docker Sandboxes with a bold goal: to deliver the strongest agent isolation in the market. This post unpacks that claim, how microVMs enable it, and some of the architectural choices we made in this approach. The Problem With Every Other Approach Every sandboxing model asks you to give something up. We...
We’re sharing insights into Meta’s Capacity Efficiency Program, where we’ve built an AI agent platform that helps automate finding and fixing performance issues throughout our infrastructure. By leveraging encoded domain expertise across a unified, standardized tool interface these agents help save power and free up engineers’ time away from addressing performance issues to innovating on [...] Read More... The post…
Did you know that, at GitHub, we host all of our own source code on github.com? We do this because we’re our own biggest customer—testing out changes internally before they go to users. However, there’s one downside: If github.com were ever to go down, we wouldn’t be able to access our own source code. This is what you’d call a…
We’re sharing lessons learned from Meta’s post-quantum cryptography (PQC) migration to help other organizations strengthen their resilience as industry transitions to post-quantum cryptography standards. We’re proposing the idea of PQC Migration Levels to help teams within organizations manage the complexity of PQC migration for their various use cases. By outlining Meta’s approach to this work [...] Read More... The post…
Trespassing on system messages. The post What’s up with window message <CODE>0x0091</CODE>? We’re getting it with unexpected parameters appeared first on The Old New Thing.
A story of how sharing experiments, studying shaders, and pushing animation further helped shape a distinct motion practice.
Table of Contents This is a long article, so I've broken it up into a series of posts, listed below. You can also read the full work as a PDF or EPUB. Introduction Dynamics Culture Information Ecology Annoyances Psychological Hazards Safety Work New Jobs Where Do We Go From Here Previously: New Jobs. Some readers are undoubtedly upset that I…
Head straight for orbit with GeForce NOW — no space helmet required. PRAGMATA, Capcom’s long-awaited sci-fi action adventure, touches down on GeForce NOW the same day it launches worldwide. The futuristic journey through a cold lunar station in the near future can be streamed instantly from the cloud to almost any device, no console or […]
Running and deploying with Kubernetes may sound excessive and intimidating, but it’s not nearly as hard as it once was. The immense popularity of Kubernetes over the past decade means tools can quickly set up and deploy a cluster in almost any environment. And what once was a technology platform requiring deep systems knowledge to […] The post K3s: A…
Build Python games from command-line projects to 2D graphical games with turtle, Tkinter, Pygame, and Arcade. [ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple of days. >> Click here to learn more and see examples ]
The updated Codex app for macOS and Windows adds computer use, in-app browsing, image generation, memory, and plugins to accelerate developer workflows.
Author: Fabian Höring Agentic systems powered by LLMs can be incredibly impressive in demos. With a few well-crafted prompts, they can demonstrate reasoning, calling tools, and solving complex tasks [1]. Demos are effective at showcasing what’s possible. Production environments, however, are where those capabilities are tested at scale and under real-world conditions. The same agent that performs perfectly on curated…
“Web APIs today are broken.” A bold statement made by Microsoft’s Darrel Miller during his talk at the November 2025 A2ASummit. It’s a sentiment shared by many industry leaders. The interfaces that we see as the glue holding the digital world together have become too brittle to support modern applications, especially those powered by AI. ...
null Logic Drift & Shadow AI: The Hidden Reasons Your Data Strategy is Failing on SitePoint.
OpenAI introduces GPT-Rosalind, a frontier reasoning model built to accelerate drug discovery, genomics analysis, protein reasoning, and scientific research workflows.
There are many endangered languages in the world — languages spoken by a small group of people or even only one person. Here's what's being done to save them from the brink of extinction. The post What Are The Rarest and Least Spoken Languages In The World? appeared first on Babbel.
We are announcing a new Crystal release 1.20.0 with several new features and bug fixes. 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 161 changes since 1.19.1 by 21 contributors. We thank all the contributors for all the effort put into improving the language!…
Learn all sorts of toggles, options, and features on Discord’s desktop app to help you view media at your pace, lower the strength of colors across the app, and make app content easier to see.
Leading security firms and enterprises join OpenAI’s Trusted Access for Cyber, using GPT-5.4-Cyber and $10M in API grants to strengthen global cyber defense.
The Rust team is happy to announce a new version of Rust, 1.95.0. Rust is a programming language empowering everyone to build reliable and efficient software. If you have a previous version of Rust installed via rustup, you can get 1.95.0 with: $ rustup update stable If you don't have it already, you can get rustup from the appropriate page…
15 Apr
About this Series Frontend engineering at Palantir goes far beyond building standard web apps. Our engineers design interfaces for mission-critical decision-making, build operational applications that translate insight to action, and create systems that handle massive datasets — thinking not just about what the user needs, but what they need when the network is unreliable, the stakes are high, and the…
Magento is an open-source e-commerce platform designed to help business owners easily and efficiently build and manage their online stores. ... Read More The post How to Install Magento on Ubuntu 26.04 appeared first on RoseHosting.
.NET MAUI 11 adds pin clustering to the Map control, automatically grouping nearby pins into cluster markers. Learn how to enable clustering, create separate clustering groups, and handle cluster taps on Android and iOS. The post Pin Clustering in .NET MAUI Maps appeared first on .NET Blog.
Vaibhav Shankar; Staff Software Engineer | Raymond Lee; Staff Software Engineer | Chia-Wei Chen; Staff Software Engineer | Shunyao Li; Sr. Software Engineer | Yi Li; Staff Software Engineer | Ambud Sharma; Principal Engineer | Saurabh Vishwas Joshi; Principal Engineer | Charles-A. Francisco; Senior Engineer | Karthik Anantha Padmanabhan; Director, Engineering | David Westbrook; Sr. Manager, Engineering One day in…
Traditional data centers only stored, retrieved and processed data. In the generative and agentic AI era, these facilities have evolved into AI token factories. With AI inference becoming their primary workload, their primary output is intelligence manufactured in the form of tokens. This transformation demands a corresponding shift in how the economics of AI infrastructure, […]
Why is there a long delay between a thread exiting and the WaitForSingleObject returning?
Raymond ChenMaybe it didn't really exit. The post Why is there a long delay between a thread exiting and the <CODE>WaitForSingleObject</CODE> returning? appeared first on The Old New Thing.
The Gap is Real If your accessibility process ends with a passing scan, your users with disabilities are likely encountering barriers you do not know about. Automated tools are useful. LLM-assisted auditing has raised the ceiling. Neither closes the gap between what a tool can verify and what a person actually experiences when navigating with a screen reader. The gap…
Table of Contents This is a long article, so I've broken it up into a series of posts, listed below. You can also read the full work as a PDF or EPUB. Introduction Dynamics Culture Information Ecology Annoyances Psychological Hazards Safety Work New Jobs Where Do We Go From Here Previously: Work. As we deploy ML more broadly, there will…
The NAB Show 2026 trade show, running April 18-22 in Las Vegas, is set to showcase a wave of new features and optimizations for top video editing applications. Bringing together over 60,000 content professionals from across the broadcast and media and entertainment industries, the event highlights how video editors, livestreamers and professional creators are exploring […]
I have long been a fan of OpenBSD, over two and a half decades after I first started using it. It’s a complete operating system maintained with a strong and smart design ethos. It makes sense to me in a way that makes every other operating system feel frankly kind of cobbled together. Many folks […] The post A Webserver…
OpenAI updates the Agents SDK with native sandbox execution and a model-native harness, helping developers build secure, long-running agents across files and tools.
In March 2020, Rohan Keshewar was traveling through Himachal Pradesh, Western Himalayas, when COVID-19 shut the world down overnight. He found himself stranded in Manali, a mou… The post The Himalayan Chocolate: Made in the Himalayas, built around the women who make it appeared first on Hostinger Blog.
While some commentators in tech say that microservices architecture has seen its heyday, in reality, it’s still foundational to some massive distributed digital systems, from Netflix, to Amazon, SoundCloud, and beyond. But how exactly do you operationalize thousands of distributed microservices living in various environments? Successful microservices adoption tales often revolve around using service mesh, ...
Learn expert-backed strategies to optimize your advertising budget, avoid wasted spend, and drive higher marketing ROI through data-informed decision-making.
Authors: Rita Klubochkina, Sr. Frontend Engineer, and Travis Turner, Tech Editor Topics: AI, DX, Agent Experience, LLMs, Jamstack Most AI SEO advice is unproven. We tested what ChatGPT, Claude, and Perplexity actually read on our own site. Six LLM visibility techniques that worked, eight that didn't, and the metrics to tell the difference. We recently signed a new client, and…
Version 3.16 offers improved road connections and dark-mode maps. Thanks to all the Open-source contributors who helped update it.
14 Apr
We're coming up on a year since launching Docker Hardened Images (DHI) last May, and crossing a milestone earlier this month made me stop and reflect on what we've actually been building. Earlier this month, we crossed over 500k daily pulls of DHIs, and over 25k continuously patched OS level artifacts in our SLSA Build...
A recap of the latest servicing updates for .NET and .NET Framework for April 2026. The post .NET and .NET Framework April 2026 servicing releases updates appeared first on .NET Blog.
Find out about the new features in .NET 11 Preview 3 across the .NET runtime, SDK, libraries, ASP.NET Core, .NET MAUI, C#, Entity Framework Core, container images, and more! The post .NET 11 Preview 3 is now available! appeared first on .NET Blog.
Discover how Airbnb prioritizes user privacy while building a more connected community, empowering guests to engage socially, connect confidently, and maintain control of their personal data. By: Joy Jing ✨ Building a more connected community At Airbnb, our hosts and guests form the heart of our community. As shared by CEO Brian Chesky , we’re evolving into a more social…
Step-by-step workflow for long-running sessions, context discipline, failure recovery, and prompt hygiene Claude Code in Production: How to Keep Long Runs Stable on SitePoint.
Short news analysis with mode-by-mode breakdown, why it matters for developers, and a practical watchlist for release day DeepSeek V4 Preview: What the Fast, Expert, and Vision Modes Suggest on SitePoint.
Table of Contents This is a long article, so I've broken it up into a series of posts, listed below. You can also read the full work as a PDF or EPUB. Introduction Dynamics Culture Information Ecology Annoyances Psychological Hazards Safety Work New Jobs Where Do We Go From Here Previously: Safety. Software development may become (at least in some…
AI tools have made it easier than ever to build and ship software. On one of my recent projects, I’ve seen firsthand how quickly a team can generate features, prototype ideas, and release new functionality. But I’ve also noticed something else. Just because we can build faster doesn’t mean we’re learning any faster. On this […] The post Shipping Faster…
Not a direct line to Bill Gates's office. The post Why was there a red telephone at every receptionist desk? appeared first on The Old New Thing.
The era of large language models (LLMs) is here, bringing with it rapidly evolving libraries like ChromaDB that help augment LLM applications. You’ve most likely heard of chatbots like OpenAI’s ChatGPT, and perhaps you’ve even experienced their remarkable ability to reason about natural language processing (NLP) problems. Modern LLMs, while imperfect, can accurately solve a wide range of problems and…
A deep dive into four cinematic scenes, exploring how film-inspired ideas evolved into a cohesive and immersive portfolio experience.
I attended the first Pragmatic Summit early this year, and while there host Gergely Orosz interviewed Kent Beck and myself on stage. The video runs for about half-an-hour. I always enjoy nattering with Kent like this, and Gergely pushed into some worthwhile topics. Given the timing, AI dominated the conversation - we compared it to earlier technology shifts, the experience…
New data underscores what many of us have known all along: APIs are now the most common doorway for attackers. But while the reigning API security risks may not look all that new, the new technology around agentic AI, like Model Context Protocol (MCP), seems to be disproportionately exacerbating classic API- and application-level security gaps. ...
From brekkies to barbies, here are some useful Australian expressions so you'll never be lost for words Down Under. The post 21 Essential Aussie Expressions: Australian Slang Phrases Everyone Should Know appeared first on Babbel.
Authors: Svyatoslav Kryukov, Senior backend engineer, and Travis Turner, Tech Editor Topics: Rails, DX, Open Source, Vite, JavaScript, React Introducing rails_vite—a new Vite integration for Rails that works with Propshaft, not against it. Drop it into an existing jsbundling app for instant CSS HMR, or use the full gem for manifest-based asset resolution. Vite is the build tool every frontend…
OpenAI expands its Trusted Access for Cyber program, introducing GPT-5.4-Cyber to vetted defenders and strengthening safeguards as AI cybersecurity capabilities advance.
We talk a lot about outcomes over outputs and how engineers are supposed to get us over the water, not blindly build a bridge because someone asked for a bridge. But how do you do that in practice?
13 Apr
Authors: Matt Lawhon | Sr. Machine Learning Engineer; Filip Ryzner | Machine Learning Engineer II; Kousik Rajesh | Machine Learning Engineer II; Chen Yang | Sr. Staff Machine Learning Engineer; Saurabh Vishwas Joshi | Principal Engineer At Pinterest, scaling our recommendation models delivers outsized impact on the quality of the content we serve to users. Our Foundation Model (oral spotlight,…
In this blog post, we will show you how to install PHP 8.3 on Ubuntu 26.04. PHP (Hypertext Preprocessor) is ... Read More The post How to Install PHP 8.3 on Ubuntu 26.04 appeared first on RoseHosting.
Excerpt In complex, long-running agentic systems, maintaining alignment and coherent reasoning between agents requires careful design. In this second article of our series, we explore these challenges and the mechanisms we built to keep teams of agents working productively over long time spans. We present a range of complementary techniques that balance the conflicting requirements…
Table of Contents This is a long article, so I've broken it up into a series of posts, listed below. You can also read the full work as a PDF or EPUB. Introduction Dynamics Culture Information Ecology Annoyances Psychological Hazards Safety Work New Jobs Where Do We Go From Here Previously: Psychological Hazards. New machine learning systems endanger our psychological…
Upcoming pension reforms carry a greater impact for most accountants.
This post is a collaboration between Docker and Arm, demonstrating how Docker MCP Toolkit and the Arm MCP Server work together to scan Hugging Face Spaces for Arm64 Readiness. In our previous post, we walked through migrating a legacy C++ application with AVX2 intrinsics to Arm64 using Docker MCP Toolkit and the Arm MCP Server...
Semrush One combines SEO tools and AI visibility tracking in one platform. Monitor Google rankings, AI Overviews, ChatGPT mentions, and more from one subscription. Semrush One: The All-in-One AI and SEO Visibility Solution on SitePoint.
I went hunting for references to the OEIS in open source code, and found some weird ones. There are not one, but two live-coding music frameworks that use OEIS sequences as a source for “anything that can be sequenced” in music. I’m guessing that’s used for choosing pseudorandom melodies, interesting rhythyms, or how to overlap tracks in different ways. The…
Taking advantage of special characteristics of the array. The post Finding a duplicated item in an array of <VAR>N</VAR> integers in the range 1 to <VAR>N</VAR> − 1 appeared first on The Old New Thing.
Learn 5 powerful ways to use the Semrush API to automate reporting, qualify leads, monitor competitors, and unlock real-time SEO intelligence at scale. Top 5 Ways to Use the Semrush Developer API on SitePoint.
Learn how to connect Semrush One MCP to ChatGPT, Claude, and Cursor to get real-time keyword, backlink, and competitive data inside your AI tools automatically. How to Use Semrush One MCP to Power AI Tools with Real SEO Data on SitePoint.
Almost every modern web application will need a REST API for a client to talk to, and in almost every scenario, that client is going to expect JSON. The best developer experience is a stack where you ... The post Build a Movie Watchlist with Node.js, TypeScript, and MongoDB appeared first on DEV.
What began with one person teaching himself to make things grew into a creative practice shaped by curiosity, persistence, and the urge to push digital work further.