~/devreads

17 Mar

Kanika Atri 5 min read

As AI‑native applications scale to more users, agents and devices, the telecommunications network is becoming the next frontier for distributing AI. At NVIDIA GTC 2026, leading operators in the U.S. and Asia showed that this shift is underway, announcing AI grids — geographically distributed and interconnected AI infrastructure — using their network footprint to power […]

ai infrastructureartificial intelligencegtc 2026inferencenvidia rtx

Kazuaki Okumura,Mike White,Kevin Altschuler,Facundo Agriel,Ishan Mishra,Eric Wang,Dmitriy Meyerzon 11 min read

We used DSPy to turn prompt engineering for our relevance judge into a measurable, automated optimization loop, improving task performance, cost, and how reliably it works in production.

llmmodelsdashdspy

Martin Fowler 1 min read

Conversations with AI are ephemeral, decisions made early lose attention as the conversation continues, and disappear entirely with a new session. Rahul Garg explains how Context Anchoring externalizes the decision context into a living document. more…

Gerardo Delgado 6 min read

The paradigm of consumer computing has revolved around the concept of a personal device — from PCs to smartphones and tablets. Now, generative AI — particularly OpenClaw — has introduced a new category: agent computers. These devices, like the NVIDIA DGX Spark desktop AI supercomputer or dedicated NVIDIA RTX PCs, are ideal for running personal […]

aiagentic aiartificial intelligencegeforcegenerative ai

Sid Sharma 3 min read

The features on social media apps like Snapchat evolve nearly as fast as what’s trending. To keep pace, its parent company Snap has adopted open data processing libraries from NVIDIA on Google Cloud services to boost development. Every new feature rolled out to Snapchat’s more than 940 million monthly active users goes through a set […]

accelerated analyticssoftwareconsumer internetcuda-xcustomer stories

4 min read

I was working with a readonly model in Rails the other day and ran into an issue whilst testing it. Here's what I ran into and the solution I came up with. Readonly models are a great way to signal that, well, you should only ever read them, not write them. Maybe you have some external system that connects to…

testingruby on rails

Rob 1 min read

I have a new project where we will be integrating with a third party API that is currently being written. Due to Conway's Law, we are being sent new versions of the OpenAPI spec as a set of JSON files via email. I quite like seeing the HTML rendering of an OpenAPI spec when reading it and understanding it, so…

apiopenapi

Pierrick CAEN 9 min read

Generated by DALL-E Turning knowledge into reusable AI agent instructions for a small, fast-moving team. We're a small Android team at Medium, just a handful of engineers maintaining and evolving the Medium Android app. Our codebase follows Clean Architecture with Kotlin, Jetpack Compose, Hilt, Apollo GraphQL, and a growing number of feature modules. Like most Android teams, we have strong…

software-engineeringandroidai

Janet Wagner 7 min read

If you build distributed applications, you’re likely already familiar with microservices. While the definition varies across the tech industry, I prefer the one from Sam Newman’s book Building Microservices. In it, he concisely describes microservices as “small, autonomous services that work together.” The concepts of microservices have been around for about fifteen years now. However, ...

blogdesignplatformsstrategyai agents

Irina Nazarova 1 min read

Authors: Irina Nazarova, CEO, and Travis Turner, Tech Editor Topics: Open Source, Real-time, DX, WebSocket, JavaScript Nothing could make me switch from Keynote to web-based slides. Then, I did! And as a WebSocket geek, I realized it opens up new opportunities! Here's my contribution to making your web presentations beautifully interactive. Nothing could make me switch from Keynote. I tried.…

16 Mar

Bence A. Tóth 8 min read

What agriculture and car manufacturing can teach us about the use of generative AI in software engineering It’s not often that an article about AI coding tools takes us back a few centuries. Come with me on a trip down memory lane to revisit a couple of lessons other industries learned long ago. In the 1840s, the German chemist Justus…

developer-productivityai-codingtheory-of-constraintsai-coding-assistantgenerative-ai-tools

Scott Martin 5 min read

Setting up AI factories in simulation — decreasing deployment time from months to days — is accelerating the next industrial revolution. Nowhere was that more apparent than at GTC 2026, in San Jose, where NVIDIA founder and CEO Jensen Huang introduced NVIDIA DSX Air. Part of NVIDIA DSX Sim in the DSX platform, NVIDIA’s blueprint […]

ai infrastructureai factorygtc 2026nvidia dgx

Jonathan Snook 4 min read

It’s mid-March and the weather has been vacillating between balmy sweater weather and the frozen tundra that need hollowed out tauntauns to stay warm. I’ve chosen to sequester myself indoors until some semblance of summer remains with relative consistency. Estate I’ve been using some of that time to review all things financial. With both my kids now in adulthood, I’ve…

Patrick Bacon 5 min read

My experience with AI coding agents, like Claude Code, Codex CLI, or Augment Code’s Auggie has been that they are most effective when they can run autonomously, without frequent human intervention. In order to do that the AI needs permissions to make changes to the codebase, run tests, perform web searches, etc. Each AI coding […] The post How I…

developer toolsai agentclaudecodex

Sarah Brockett 8 min read

I frequently get questions from traditional graphic design students, inquiring about what designing software products is like. They want to know more about what I do and what they can do to get their foot in the door as a software maker. The answer to both of those questions can get complicated, but I think […] The post What Is…

growing as makers

1 min read

The threat landscape online has shifted dramatically. Many online platforms are left to reinvent safety tools from scratch. That’s the gap ROOST was built to close — and it’s why open-sourcing battle-tested tools like Osprey matters so much.

15 Mar

Allen Janyska 4 min read

LLMs and code generation are extremely powerful tools when working as a solo game developer. I made two attempts to build a game leveraging AI code generation, specifically GPT-5.3 Codex. The first attempt led to frustration and feeling like I lost creative control of the project. In a second attempt I shifted my mindset with […] The post Maintain Creative…

game development

14 Mar

Ryan Abel 3 min read

Aristotle gets credit for first principles thinking, but the concept has never been more relevant than it is right now. As we shift to building software with AI tools, this is one of the most important mental models you can carry into every client engagement. The Core Idea First principles thinking is the practice of […] The post First Principles…

ai for developersconsulting

13 Mar

1 min read

Even seemingly simple engineering tasks — like updating an API — can become monumental undertakings when you’re dealing with millions of lines of code and thousands of engineers, especially if the changes are security-related. Nowhere is this more apparent than in mobile security, where a single class of vulnerability can be replicated across hundreds of [...] Read More... The post…

androidml applicationssecurity privacymeta tech podcast

Jin Kim 8 min read

End-to-end (E2E) tests are particularly important for native applications that run on various platforms (Android/iOS), screen sizes, and OS versions. E2E testing picks up differences in behavior across this fragmented ecosystem. But keeping E2E tests reliable is often more challenging than writing them in the first place. The fragmented device ecosystem, gaps in test frameworks,...

engineeringsolutions

Yiwen Xu 3 min read

Claude Code is quickly becoming a go-to AI coding assistant for developers and increasingly for non-developers who want to build with code. But to truly unlock its potential, it needs the right local infrastructure, tool access, and security boundaries. In this blog, we’ll show you how to run Claude Code with Docker to gain full...

productsai mldockerdocker mcp toolkitdocker model runner

Jin Kim 3 min read

Agents have enormous potential to power secure, personal AI assistants that automate complex tasks and workflows. Realizing that potential, however, requires strong isolation, a codebase that teams can easily inspect and understand, and clear control boundaries they can trust. Today, NanoClaw, a lightweight agent framework, is integrating with Docker Sandboxes to deliver secure-by-design agent execution....

partnershipsproductssecurityagentsai agent

Lina Miller 4 min read

When you support multiple offices, marketing gets complicated quickly. Each location has its own strategy, its own managing partners, and its own priorities. But the processes are often similar. On paper, this sounds totally manageable. “We’ll just support each office!” Easy enough, right? In reality, it can start to feel like you are juggling multiple […] The post Notion for…

marketingtasks

Leonardus Nugraha 4 min read

From April 9–11, the WordPress community gathers in Mumbai for WordCamp Asia 2026 – and Hostinger will be there as a Super Admin sponsor. India has one of the most active WordP… The post Meet Hostinger at WordCamp Asia 2026 appeared first on Hostinger Blog.

wordpress

2 min read

Jules' heart was such that he loved all ecosystems. All that was nature, he loved. But it is the nature of love...

12 Mar

Carie Fisher 12 min read

For years, accessibility feedback at GitHub didn’t have a clear place to go. Unlike typical product feedback, accessibility issues don’t belong to any single team—they cut across the entire ecosystem. For example, a screen reader user might report a broken workflow that touches navigation, authentication, and settings. A keyboard-only user might hit a trap in a shared component used across…

James McKenna 3 min read

Industrial AI, digital twins, AI physics and accelerated AI infrastructure are empowering companies across industries to accelerate and scale the design, simulation and optimization of products, processes and facilities before building in the real world.

pro graphicscuda-xdigital twinindustrial and manufacturinginto the omniverse

Yiwen Xu 3 min read

Building agents is now a strategic priority for 95% of respondents in our latest State of Agentic AI research, which surveyed more than 800 developers and decision-makers worldwide. The shift is happening quickly: agent adoption has moved beyond experiments and demos into early operational maturity. But the road to enterprise-scale adoption is still complex. The...

enterpriseresearchai mldocker

Art Anthony 7 min read

Over the past decade or two, APIs have quietly shifted from behind-the-scenes infrastructure to fully-fledged products. And companies that treat them as such are making big bucks doing so. According to Postman’s 2025 State of the API Report, 65% of organizations now generate revenue from their API programs. And, among organizations that make money from ...

blogmarketingstrategyapi as a productapi business models

3 min read

Recently Cypress announced a change in how it will handle environment variables. Variables were always public and accessible to the application under test in the browser (via calling Cypress.env() method), but now you can have truly private values. I published a blog post Migrating From Cypress.env To cy.env and Cypress.expose Methods describing the change. Looking at the changes, I noticed…

11 Mar

Kari Briski 4 min read

Launched today, NVIDIA Nemotron 3 Super is a 120‑billion‑parameter open model with 12 billion active parameters designed to run complex agentic AI systems at scale. Available now, the model combines advanced reasoning capabilities to efficiently complete tasks with high accuracy for autonomous agents. AI-Native Companies: Perplexity offers its users access to Nemotron 3 Super for […]

aiagentic aiartificial intelligencenemotronnvidia nim

Jennifer Kohl 9 min read

It's 11 PM. You've got a JIRA ticket open, an IDE with three unsaved files, a browser tab on Stack Overflow, and another on documentation. You're context-switching between designing UI, writing backend APIs, fixing bugs, and running tests. You're wearing all the hats, product manager, designer, engineer, QA specialist, and it's exhausting. What if instead...

communityproductsai agentcagentdocker sandboxes

Taylor Vanden Hoek 3 min read

When MIT released The GenAI Divide: State of AI in Business 2025, they found that roughly 95% of generative AI pilots fail to deliver tangible, measurable, or financial value to the organization. Ninety-five percent of AI projects. That’s an estimated $30-40 billion in capital investment annually, and the overwhelming majority of it isn’t moving the […] The post 95% of…

artificial intelligenceproject management

Bill Doerrfeld 5 min read

AI introduces many exciting developments in the software industry. However, the uncontrolled use of generative AI has the potential to undermine our mission to provide a platform for authentic voices in the API community. For this reason, we are clarifying our AI usage policy. This policy applies to anyone who contributes content to Nordic APIs, ...

blogdesignapiapi communityapi governance

Daryl Pereira 1 min read

We recently sat down with Gregoire Rouyer, who leads partner strategy for broadcast, sports, betting, and gaming at Amazon Web Services, to explore how cloud-based production is revolutionizing the sports media landscape. From the scalability of mega-events to the rise of AI-driven grassroots broadcasts and hyper-personalized fan experiences, Gregoire breaks down why the shift to the cloud is ultimately about…

Victoria Melnikova 1 min read

Authors: Victoria Melnikova, Head of New Business, Host of Dev Propulsion Labs, and Travis Turner, Tech Editor Topics: Case Study, Developer Community Evil Martians is a developer tools consultancy. Founded in 2006, we work with about 40 early-stage startups a year, mostly seed to Series B. We helped bolt.new scale from zero to $40M+ ARR in 5 months. Teleport and…

MapTiler (Petra Duriancikova) 1 min read

Uncover the depths of 71% of Earth with our Ocean map, which visualizes the seafloor's richness by revealing ridges, basins, and trenches in stunning detail.

How you approach software engineering makes it harder or easier to handle interruptions and other chaos. Writing a behavioral interview made me realize this is a learnable skill!

10 Mar

Paul Logan 3 min read

Game development teams are working across larger worlds, more complex pipelines and more distributed teams than ever. At the same time, many studios still rely on fixed, desk-bound GPU hardware for critical production work. At the Game Developers Conference (GDC) this week in San Francisco, NVIDIA is showcasing a new approach to bring together disparate […]

gaminghardwarepro graphicscreatorsgame development

Michael Fukuyama 4 min read

Game developers and artists are building cinematic worlds and iconic characters — raising the bar for immersive experiences on NVIDIA RTX AI PCs. At the Game Developers Conference (GDC) in San Francisco this week, NVIDIA announced a suite of updates that streamline AI video generation for concept development and storyboarding on RTX GPUs and the […]

aiartificial intelligencecreatorsgeforcegenerative ai

NVIDIA Newsroom 1 min read

NVIDIA and Thinking Machines Lab announced today a multiyear strategic partnership to deploy at least one gigawatt of next-generation NVIDIA Vera Rubin systems to support Thinking Machines’ frontier model training and platforms delivering customizable AI at scale. Deployment on the NVIDIA Vera Rubin platform is targeted for early next year. The partnership also includes an […]

ai infrastructurecorporateai trainingopen source

Yiwen Xu 3 min read

It’s hard to find a team today that isn’t talking about agents. For most organizations, this isn’t a “someday” project anymore. Building agents is a strategic priority for 95% of respondents that we surveyed across the globe with 800+ developers and decision makers in our latest State of Agentic AI research. The shift is happening...

enterpriseresearchai mldocker

Viviana Rosas 4 min read

In Android, there are many ways to persist data. We have Room for databases, in-memory storage, SharedPreferences, and DataStore. One interesting method is SavedStateHandle, which serves a specific purpose: preserving UI state through process death. The Problem: Process Death. Let’s start with a relatable example. You’re using Google Maps, looking for late-night restaurants for your […] The post Survive Android…

development practices

J Simpson 7 min read

APIs are no longer just infrastructure holding organizations together. They’re business products in their own right. As Postman put it in the 2024 State of the API report, “62% of respondents report working with APIs that generate income. This signals the rise of the API-as-a-product model, where APIs are designed, developed, and marketed as strategic ...

blogapi as a productapi business modelsapi governanceapi lifecycle

LASZLO GYORI, SOLUTION ARCHITECT @ TOPTAL 1 min read

Trying to decide between gRPC and REST? This guide goes beyond surface comparisons to focus on the performance and operational trade-offs that determine which API framework is right for your next build.

Yuri Mikhin 1 min read

Authors: Yuri Mikhin, Frontend Engineer, and Travis Turner, Tech Editor Topics: DX, TypeScript, Node.js Wire your OpenAPI contract into a Node.js Fastify backend with auto-generated routes, typed handlers, and request validation—no manual route definitions, no type drift, no integration surprises. Backend APIs usually start the same way: you write route handlers, add request validation, wire up auth. Afterward (if you're…

3 min read

Hello! My big takeaway from last month’s musings about man pages was that examples in man pages are really great, so I worked on adding (or improving) examples to two of my favourite tools’ man pages. Here they are: the dig man page (now with examples) the tcpdump man page examples (this one is an update to the previous examples)…

9 Mar

12 min read

We’re sharing the technical details behind how Advanced Browsing Protection (ABP) in Messenger protects the privacy of the links clicked on within chats while still warning people about malicious links. We hope that this post has helped to illuminate some of the engineering challenges and infrastructure components involved for providing this feature for our users. [...] Read More... The post…

security privacy

Scott Martin 3 min read

ABB Robotics and NVIDIA today announced a breakthrough partnership that brings industrial‑grade physical AI to the factory floor. By integrating NVIDIA Omniverse libraries directly into its RobotStudio programming and simulation suite, ABB Robotics will now deliver physically accurate simulation capabilities in its platform, dramatically cutting engineering time, reducing deployment costs by up to 40% and […]

roboticsindustrial and manufacturingomniversephysical aisynthetic data generation

Dan Rowinski 9 min read

AI is everywhere and accelerating everything — becoming essential infrastructure to create the intelligence that will advance every industry. That’s why companies are increasingly focusing on the technology’s return on investment (ROI), as well as how to best apply AI to their own use cases. NVIDIA’s annual “State of AI” reports show how AI is […]

aiagentic aiartificial intelligencefinancial servicesindustrial and manufacturing