~/devreads

8 Jun

Freek Van der Herten

Your Agent::fake() tests prove your Laravel AI feature runs — not that its output is any good. This evals a real ticket classifier with the AI SDK: a golden dataset for the fields you can check, an LLM-as-judge for the free text you can't, and a regression gate that catches a bad prompt before your customers do. Read more

Valerie Nielson 6 min read

As a Junior Developer who is just starting out, I never really got to witness the world of Software design without virtual backlog management. I often hear about the boards filled with sticky notes as the backlog stand-in, but I always just assumed that since we don’t do it anymore, it must be inefficient and […] The post The Value…

development practicesbacklog

Anthony Hills 6 min read

A year ago at London Tech Week, NVIDIA founder and CEO Jensen Huang and U.K. Prime Minister Keir Starmer made a declaration: the U.K. would be an AI maker, not an AI taker. At this year’s event, NVIDIA and its partners are showcasing how that commitment is producing real momentum across the nation’s infrastructure, startups […]

aiagentic aiartificial intelligencecloud servicescuda

Madison Huang 4 min read

NVIDIA and LG Group are building an AI factory to accelerate LG Group’s next wave of AI-driven businesses, spanning robotics, autonomous driving, data center technologies and GPU cloud services. The AI factory will provide LG Group with accelerated computing infrastructure to train, simulate, validate and deploy AI-based applications across its key businesses. The collaboration brings […]

ai infrastructureroboticsagentic aiai factoryartificial intelligence

1 min read

Introducing the You Bar: an update to the Discord mobile app that celebrates your identity, simpler navigation, and a peek at what’s next.

Daniel Garcia 10 min read

As AI-assisted software development becomes more widely adopted, more of the Ruby code in our Rails apps is being written by agents. Each team has its own conventions for how that code should look and behave, and we want those conventions enforced automatically rather than relying on the agent to remember them on its own. This is part of a…

7 Jun

Madison Huang 3 min read

NVIDIA and Doosan Group are expanding their collaboration to advance new opportunities across physical AI, robotics and AI factory infrastructure, spanning Doosan Robotics, Doosan Bobcat, Doosan Enerbility and Doosan Corporation Electro-Materials BG. The collaboration will bring together NVIDIA’s full-stack accelerated computing platforms with Doosan Group’s capabilities in industrial automation, power generation and advanced electronics materials […]

ai infrastructureroboticsagentic aiai factoryartificial intelligence

Aphyr 2 min read

Back in 2023, I hired Flat Rate Movers (A.K.A. Flat Rate Moving) for an interstate move. They subcontracted to a third party who showed up under-staffed, under-equipped, and very confused; the whole mess wound up causing a good deal of damage to my belongings and home. I filed a claim with Flat Rate and also requested they issue a partial…

Maria Irimie 3 min read

A few weeks ago, I asked my younger brother a very random question: “What would the consequences be of putting higher performance shock absorbers in my car?” Question One He led me down an interesting conversation about the costs, the considerations, the damage it could do to my very simple Mazda CX-30. We chatted about […] The post My Encyclopedia…

the software lifeknowledge sharing

Jangho Park 3 min read

At GTC Taipei at COMPUTEX last week, NVIDIA unveiled RTX Spark, the superchip that reinvents Windows PCs for the era of personal AI agents. On the heels of this announcement, NVIDIA founder and CEO Jensen Huang headed to South Korea, where he introduced RTX Spark to the nation’s passionate gaming community. Leading game developers — […]

gamingartificial intelligenceesportsgame developmentgeforce

Josh Sherman 2 min read

My .zshrc from my world famous dotfiles has a couple of lines with the comment "because we can't have nice things". Both are for privacy with the command-line tools I use. One is specific for GitHub's gh, the other is a bit more generic, but allegedly utilized by Claude Code. As I sink deeper into the AI psychosis, I've been…

6 Jun

Freek Van der Herten

We built deep Livewire support into Flare, making component hierarchies, lifecycle phases, method calls, and related queries visible inside traces. It looks like a solid step forward for understanding where Livewire apps spend time and where things go wrong. Read more

Bo French 4 min read

Not all questions are created equal. Recently, some discourse has been happening in my early career program around finding our voice, participating in meetings, and asking questions. This tends to be harder for early-career people for a multitude of reasons. I think a common denominator for a lot of the reasons comes down to self-limiting […] The post How to…

effective communication

Nic Raboy 1 min read

So you're ready to dabble with MongoDB on Linux and you've chosen Ubuntu as the variant you want to work with. Fantastic choice because you're in for a fairly easy experience that will get you up and ... The post How to Install MongoDB on Ubuntu: A Step-by-Step Guide for Beginners appeared first on DataCamp.

5 Jun

Channy Yun (윤석찬) 3 min read

You can use the new console experience on Amazon Bedrock to browse and compare the latest AI models side by side, organize work into projects with streamlined evaluation workflows, and access project-aware live documentation with auto-prefilled code snippets ready to copy and run.

amazon bedrockamazon machine learningartificial intelligencelaunchnews

Srini Sekaran 15 min read

AI agents are moving fast. According to our State of Agentic AI report, 60% of organizations already have AI agents in production, yet 40% cite security and compliance as the number-one barrier to scaling them further. And that gap between adoption and oversight is exactly where AI governance lives. As AI takes on higher-stakes decisions...

productsagentic aiconceptsdocker ai governancesecurity

Freek Van der Herten

We shipped a Svelte 5 integration for Flare with an error boundary, component hierarchy reporting, and lifecycle-aware context. Looks especially useful for seeing which component broke, and where the error came from. Read more

Gediminas G 13 min read

From small quality-of-life tweaks to bigger feature launches, our product updates focus on making it easier for you to start and scale online. This post is your hub for new featur… The post What’s new at Hostinger: 2026 product updates appeared first on Hostinger Blog.

product updates

Kendra Haan 5 min read

Every year, the Merge conference in Grand Rapids brings together software developers, designers, product leaders, and technology professionals from across West Michigan to discuss how our industry is changing. Organized by Software GR, the conference has become a space for practical conversations about software development, collaboration, leadership, and emerging technology trends. For the past few […] The post From AI…

artificial intelligenceconference

Phoebe Sajor 1 min read

Making the OWASP top ten in the vibe code era​​​​‌ ‍ ​‍​‍‌‍ ‌ ​‍‌‍‍‌‌‍‌ ‌‍‍‌‌‍ ‍​‍​‍​ ‍‍​‍​‍‌ ​ ‌‍​‌‌‍ ‍‌‍‍‌‌ ‌​‌ ‍‌​‍ ‍‌‍‍‌‌‍ ​‍​‍​‍ ​​‍​‍‌‍‍​‌ ​‍‌‍‌‌‌‍‌‍​‍​‍​ ‍‍​‍​‍‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​ ‍‍​‍ ​‍ ‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍ ‌‍‍‌‌‍ ‍‌ ‌​‌‍‌‌‌‍ ‍‌ ‌​​‍ ‌‍‌‌‌‍‌​‌‍‍‌‌ ‌​​‍ ‌‍ ‌‌‍ ‌‍‌​‌‍‌‌​ ‌‌ ​​‌ ​‍‌‍‌‌‌ ​ ‌‍‌‌‌‍ ‍‌ ‌​‌‍​‌‌ ‌​‌‍‍‌‌‍ ‌‍ ‍​ ‍ ‌‍‍‌‌‍‌​​ ‌​ ‍​‌‍​‌​ ​ ​ ‌‍​ ‍‌​ ‌‍‌‍​‍​ ‌​​‍ ‌​ ‍​​ ​‌‌‍‌‍​ ​ ​‍ ‌​ ‌​‌‍‌‌​ ‌‌‌‍‌‌​‍ ‌‌‍​‌​ ​​‌‍​ ‌‍​‍​‍ ‌‌‍​ ​ ‌‌‌‍‌‌‌‍​‌​ ‍​​ ​‌​ ‌ ‌‍‌​​ ‍​​ ‍​​ ​​​ ‌ ​ ‍ ‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​ ‍ ‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​ ‌‍​‍‌‍​‌‌ ​ ‌‍‌‌‌‌‌‌‌ ​‍‌‍ ​​ ‌‌‍‍​‌ ‌​‌ ‌​‌ ​​‌ ​ ​‍‌‌​ ​ ‌​​‌​‍‌‌​ ​‍‌​‌‍​‍‌‌​ ​‍‌​‌‍‌‍​ ‌‍ ‌‌ ​ ​‍ ‍‌ ​ ‌ ‌​‌‍​‌‌‍​ ‌‍‍ ‌‍ ‌ ‌‍‌‍‌‌‌ ​‍‌‍‌‍‌‍ ​‌‍ ‌ ‌ ​‍ ‍‌‍​ ‌‍ ​‍‌‍‌‍‍‌‌‍‌​​ ‌​ ‍​‌‍​‌​ ​ ​ ‌‍​ ‍‌​ ‌‍‌‍​‍​ ‌​​‍ ‌​ ‍​​ ​‌‌‍‌‍​ ​ ​‍ ‌​ ‌​‌‍‌‌​ ‌‌‌‍‌‌​‍ ‌‌‍​‌​ ​​‌‍​ ‌‍​‍​‍ ‌‌‍​ ​ ‌‌‌‍‌‌‌‍​‌​ ‍​​ ​‌​ ‌ ‌‍‌​​ ‍​​ ‍​​ ​​​ ‌ ​‍‌‍‌ ‌​‌ ‍‌‌ ​​‌‍‌‌​ ‌‌‍​‍‌‍ ​‌‍ ‌‍‌ ‌‌​​‌‍ ‌ ​ ‌ ‌​​‍‌‍‌ ​​‌‍​‌‌ ‌​‌‍‍​​ ‌‌ ‌​‌‍‍‌‌ ‌​‌‍ ​‌‍‌‌​‍‌‍‌ ​​‌‍‌‌‌ ​‍‌ ​ ‌ ​​‌‍‌‌‌‍​ ‌ ‌​‌‍‍‌‌ ‌‍‌‍‌‌​ ‌‌ ​​‌ ‌‌‌‍​‍‌‍ ​‌‍‍‌‌ ​ ‌‍‍​‌‍‌‌‌‍‌​​‍​‍‌ ‌

Stack Overflow

Ryan welcomes back Tanya Janca, now part of the OWASP Top 10 team, to discuss what changed in the latest OWASP Top 10 release, how the list shifted from “outdated components” to a broader software supply chain focus, and why they added memory safety and vibe-coding as awareness items.​​​​‌ ‍ ​‍​‍‌‍ ‌ ​‍‌‍‍‌‌‍‌ ‌‍‍‌‌‍ ‍​‍​‍​ ‍‍​‍​‍‌ ​ ‌‍​‌‌‍ ‍‌‍‍‌‌ ‌​‌…

podcastse-techse-stackoverflowaiagentic-ai

3 min read

The One Where I Found My Way to DevRel If you’ve watched Friends, you’ll know that life rarely goes according to plan. One day, you’re helping a friend move a couch while yelling “Pivot!”, and the next, you’re wondering how you ended up there in the first place. My career has felt a little like that. Growing up, I was…

Paul Redmond 1 min read

Scheduler List adds a Pulse-style web interface to Laravel that lists every scheduled task, lets you search and filter them, and can run a task on demand while streaming its output. The post Scheduler List: A Web Dashboard for Laravel's Scheduled Tasks appeared first on Laravel News. Join the Laravel Newsletter to get Laravel articles like this directly in your…

laravel packages

6 min read

The masterwork of Terry A. Davis is his eclectic operating system, TempleOS, which he worked on until his tragic death in 2018. In terms of technical excellence, TempleOS rates well in some respects and poorly in others. For example, it earns the achievement, coveted in OS dev circles, of being self-hosted.1 TempleOS is written in Terry’s own bespoke dialect of…

4 Jun

Oliver Carson 1 min read

Push notifications for ecommerce stores—cart recovery, order tracking, and promos. Learn the different push types and how to set-up push notifications in your app to measure CTR, and connect events without siloed tools.

Aditya Tripathi 7 min read

When security teams scan their container environments for the first time, they often discover hundreds of known vulnerabilities, and almost none of them trace back to application code. The overwhelming majority come from packages that shipped with the base image: shells, compilers, debug utilities, and libraries the application never calls. In a software supply chain...

productsconceptsdocker hardened imagessecuritysoftware supply chain security

Bo Teng 10 min read

How Airbnb built a Kubernetes sidecar to deliver dynamic configuration reliably at scale. By : Bo Teng , Cosmo Qiu , Siyuan Zhou , Ankur Soni , Xin Huang , Willis Harvey Introduction In our previous post , we explored Airbnb’s dynamic configuration system, Sitar, with a focus on service architecture and configuration change safety. Now for the harder question:…

distributed-systemsinfrastructuresoftware-architectureengineeringsoftware-development

Google I/O 2026 marked the end of “prompt-and-response” and the start of “delegate-and-execute.” In this deep dive, you’ll unpack the four themes that defined the keynote. You’ll review the infrastructure powering safe autonomous agents (Gemini 3.5 Flash, Spark, and Antigravity 2.0), AI that generates user interfaces on the fly, the new “vibe coding” development pipeline, and the push into ambient,…

Freek Van der Herten

We shipped dedicated webpack and Next.js plugins for Flare that upload sourcemaps after each production build. Nice update, especially the Next.js wrapper that handles source map generation and cleanup for you. Read more

Vlad Surganov 18 min read

Below, you’ll find a tour of CQRS, Event Sourcing, and Projections as they actually appear in a real production NestJS + KurrentDB + PostgreSQL + Drizzle codebase. It’s roughly a 15-minute read. The goal is not just to discuss what these patterns are, but why they are shaped the way they are, and where they […] The post CQRS and…

typescriptevent-based app

1 min read

In this quiz, you’ll test your understanding of How to Read User Input From the Keyboard in Python. By working through this quiz, you’ll revisit the input() function, type conversion, error handling with try and except, the getpass module for hidden input, and the PyInputPlus library for automatic validation. [ Improve Your Python With 🐍 Python Tricks 💌 – Get…

Bill Doerrfeld 7 min read

Model Context Protocol (MCP) has, almost overnight, become a mainstay for developer tools and enterprise AI workflows. Anthropic open-sourced MCP in late 2024 and later donated it to the recently established Agentic AI Foundation (AAIF), a Linux Foundation project. As AI agents and large language model (LLM) applications start to put MCP servers into use, ...

blogai agentsapi governanceapi managementapi security

1 min read

At Sessions 2026, Stripe unveiled dozens of products and capabilities to help businesses turn global demand into revenue. See how to go global faster with localized checkout and Adaptive Pricing, smarter fraud tools, multicurrency treasury support, and automated tax compliance.

3 Jun

Sébastien Stormacq 6 min read

Amazon Cognito now offers multi-Region replication that automatically synchronizes user data, credentials, and pool configurations to a secondary AWS Region, enabling uninterrupted authentication during regional failovers without forced password resets—plus new support for customer managed KMS keys for encryption control.

amazon cognitoannouncementslaunchnewssecurity identity compliance

Aditya Tripathi 15 min read

Software supply chain attacks have accelerated faster than most security teams anticipated. Sonatype's 2026 State of the Software Supply Chain report identified more than 454,000 new malicious packages published to open source repositories in 2025, bringing the cumulative total to over 1.2 million since 2019. The blast radius keeps expanding as organizations consume more open...

productsconceptssecuritysoftware supply chain security

6 min read

We’re introducing Instantaneous PowerLoss Storm, a new testing paradigm within Meta’s infrastructure for handling and mitigating instant or zero-notice power loss in our data centers. We’re sharing: how we built readiness to tolerate instant failures into our existing systems with defense-in-depth strategies; tradeoffs made in implementing it, and how we validated our readiness. Disaster preparedness [...] Read More... The post…

core infradata center engineeringproduction engineering

Bryton Herdes 11 min read

BGP is vulnerable to routing hijacks and path leaks that negatively impact traffic on the Internet. RPKI helps solve some of these problems, but for some forged paths, we need to rely on a simpler mechanism: First AS enforcement in BGP.

bgproutingrouting securityrpkiradar

Shawn Henry 6 min read

Microsoft Agent Framework at BUILD 2026: Agent Harness, Hosted Agents, CodeAct, and more BUILD 2026 is underway, and the Microsoft Agent Framework team have a round-up of exciting announcements! Microsoft Agent Framework (MAF) is our open-source SDK and runtime for building AI agents and multi-agent workflows, with the same concepts and APIs across .NET and […] The post Microsoft Agent…

agent framework

Pranjali Joshi 6 min read

At CVPR, NVIDIA is unveiling new physical AI agent skills that help researchers and developers speed the development of autonomous vehicles, robots and vision AI systems. The core challenge in physical AI research isn’t simply developing stronger models. It’s building a full workflow around them — reconstructing real-world scenes, generating edge-case scenarios, training policies, evaluating […]

drivingroboticsagentic aiartificial intelligencecomputer vision

ByteByteGo 18 min read

The hardest part of data analysis isn’t writing SQL. It’s finding the right tables to use in the first place and understanding semantically how to use data.

5 min read

GitHub offers several AI tools under the Copilot umbrella that cover your entire development workflow. Copilot can provide an AI-powered code review shortly after you open a pull request on GitHub. Rather than waiting for a teammate, you can add Copilot as a reviewer to receive context-aware feedback. With access to your entire codebase, it delivers actionable suggestions that you…

Freek Van der Herten

Steve King explains why Tempest feels so nice for API work: typed request objects, declarative validation, route discovery, and a low-ceremony action flow. It is a good look at how the framework removes boilerplate without giving up clarity. Read more

1 min read

In this quiz, you’ll test your understanding of How to Use GitHub Copilot Code Review in Pull Requests. By working through this quiz, you’ll revisit how to request a review from Copilot on your pull requests, apply or push back on its suggestions, configure automatic reviews, and use custom instructions to make Copilot’s feedback follow your team’s conventions. [ Improve…

aduarte@babbel.com 4 min read

A behind-the-scenes look at Babbel Group Plans with Anastassia Evlanova The post How We Built It: Babbel Group Plans appeared first on Babbel.

babbel bytes

Sarah Haggarty 2 min read

The Kotlin 2.4.0 release is out! Here are the main highlights: For the complete list of changes, refer to What’s new in Kotlin 2.4.0 or the release notes on GitHub. How to install Kotlin 2.4.0 The latest version of Kotlin is included in the latest versions of IntelliJ IDEA and Android Studio. To update to […]

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