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ExternalAI
NVIDIA Technical Blog

Build a Multi-Camera 3D Tracking Application with NVIDIA DeepStream 9.1 Skills

Developers building video analytics applications across large spaces must track the same object as it moves between camera views. Single-camera 2D tracking... Developers building video analytics applications across large spaces must track the same object as it moves between camera views. Single-camera 2D tracking lacks reliable depth information and typically loses track of the object when it leaves the frame, limiting applications such as warehouse safety, retail analytics, and smart-building m

NVIDIA Technical BlogRead original
ExternalSoftware Engineering
DEV Community

Why I picked Astro over Next.js for my site

I've just launched my first personal site. I almost built it in Next.js anyway. Not from habit - I just knew Next.js by reputation. Huge community, shadcn/ui ecosystem, every tutorial assumes it. It's the gravitational default for anything frontend. I stopped myself, thought about what I actually needed, and picked Astro instead. Writing this down so future-me doesn't skip that step next time. This site is a markdown renderer with opinions. Five pages, zero forms, no auth, no database, no mutati

frontendnextjssideprojects
DEV CommunityRead original
ExternalCloud
AWS Compute Blog

New: Enhanced AssetState dimension for AWS Outposts capacity metrics on Amazon CloudWatch

Today, we are releasing an expanded format of our Amazon CloudWatch dimensions for AWS Outposts capacity metrics. The existing CloudWatch metrics, AvailableInstanceType_Count, UsedInstanceType_Count, InstanceTypeCapacityAvailability, and InstanceTypeCapacityUtilization for Outposts, can now be grouped using the new AssetState dimension with values: Active, Isolated, or Retiring. In this post, we describe what’s changing and how you can use […]

Amazon CloudWatchAWS Outposts
AWS Compute BlogRead original
ExternalSoftware Engineering
DEV Community

Monolithic Bottleneck: Why The Future of Linux Stability Lives in Userspace

It's no question that Linux is an absolute feat of engineering. It runs hardware all around the globe. Linux is 30 years old and since its creation has dominated the Unix scene. Which is why it fascinates me so much as a developer. For the past few weeks I've been working on a Linux from scratch project and have very quickly gained some strong opinions on the future of the Linux ecosystem. First off, Linux utilizes a quick release schedule which makes it hard to hold on to a stable ABI for drive

architecturedevjournallinux
DEV CommunityRead original
ExternalSoftware Engineering
DEV Community

The Hidden Cost of AI Agents: Tokens, Tools, Retries, and Latency

AI agents look simple at first. You take a model, add a prompt, maybe connect a tool, and it works. It feels like you are just making one API call and getting an answer. That illusion disappears the moment the agent starts doing real work. In production, an agent is not one call. It is a loop. It may call the model multiple times, retrieve memory, execute tools, retry on failure, and refine its own output. That is where cost shows up. Not just in tokens, but in latency, complexity, and system lo

aiagentstypescript
DEV CommunityRead original
ExternalTechnology Trends
The Verge Tech

HP’s OLED-equipped 2-in-1 laptop is a solid back-to-school deal

HP’s convertible OmniBook has a great feature set for the price. | Image: HP With storage and memory prices still at an all-time high, we’re happy to tell you about a solid deal on a good laptop when we find one, rare as they are. Best Buy is selling the HP OmniBook X Flip 2 in 1 for $999.99 (usually $1,649.99) with an Intel Core 7 Ultra CPU, 16GB of LPDDR5X memory, and a 1TB SSD. The star of the show is the 1920 x 1200 OLED touchscreen, an uncommon perk at this price point. It will display de

The Verge TechRead original

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