Auto-aggregated global tech articles · 3,394 posts
Most retrieval stacks start with a vector index, and for good reason: "find me things that look like this" is the single most common question an agent asks. But a meaningful slice of agent questions aren't about similarity at all. They're about connection — what depends on this, who touched it, how
Have you ever wanted a Jarvis? Not a toy demo, but something that actually controls your computer, understands what you're asking, and takes action? That's exactly what I built with NexusOS NexusOS is an AI-powered operating environment that runs locally. You say "Hey Nexus", it wakes up, listens,
Most teams find out what their long-context requests cost when the invoice arrives, and the gap is usually wider than the extra tokens explain. Some current models bill the whole request at a higher rate once the prompt crosses a size threshold, and a spend tool that stores one rate per token class
In discussions around AI-assisted programming with LLMs, I often see two opposing camps. And since the release of Astra, it's become even more obvious... On one hand, there's the idea that code is becoming just an implementation detail: you write the specs, add some tests, and let the models do the
A model can advertise a 128K context window and still fail at 40K tokens on a 16 GB GPU. The architecture ceiling never promised that weights, KV cache, compute buffers, and the desktop compositor would fit on your card at the same time. The KV cache is usually where long-context plans meet that ph
Meet Responsive Studio — a Chrome extension for testing websites across 50+ real-world device screen sizes instantly. 📱 Phones • Tablets • 💻 Laptops • 🖥️ Desktops Pick a device, preview your website, and spot responsive issues without constantly resizing your browser. 🔗 Open source: https://githu
We want to host a nice and secure container registry - to push docker images there and our kubernetes cluster would pull them from this registry. So came the idea to use the gitea over ssl. Part of Developer Tools: The Complete Guide to Modern Development Workflows 1) Gitea already has container
Il problema: due campi vanno bene, tre iniziano a far male Chi ha scritto anche solo una TUI con Ratatui conosce la progressione. Il primo input è banale: uno String nello stato dell'app, un match sugli eventi tastiera per gestire inserimento e cancellazione, un widget Paragraph per disegnarlo. Fo
User bought some stock but the network is slow. There is no immediate feedback, so out of frustration, they tap the Buy button several times. A few seconds later, multiple orders are matched. Have you ever got into this situation? Disabling the button in the UI helps, but it isn't guarantee. UI
For a long time I was annoyed by that watermark. Every KMS tool I tried gave me 185 days, then the "Activate Windows" message came back. I wanted to patch it to be permanent. Then I actually understood how it works. 1. What KMS really is? KMS = Key Management Service. It's not a crack originally. I
We just received the email for site selection for our neurips paper. Although it is obviously not an acceptance decision, I wonder whether every single non-withdrawn submission received this email, or this might hint towards a higher acceptance chance for our paper? submitted by /u/CantKillThe
Algolia pricing trips up a lot of Next.js teams the same way: the free tier feels generous until you hit a hidden ceiling and suddenly you're looking at a non-trivial monthly bill. This post breaks down every cost lever in Algolia's current plans — records, searches, replicas, AI features — so you c
Believe it or not, it's harder to be a software engineer in 2026 than it was five or ten years ago. I'm not talking about getting a job as a software engineer. I'm talking about being a software engineer. Let's assume you already got the job and you are a programmer. It is harder in 2026 than it wa
Minutes and tokens per iteration - and why an expensive one is a defect of the text, not of the executor. 👋 I'm Anton - a software engineer working mostly in PHP/Symfony and Go, currently carving a live PHP monolith into Go services. Earlier parts of this series were about how small a unit of wo
Cold start is where React Native apps feel honest. Users do not care that your feature flag system is elegant if the first screen takes three seconds to paint. This is the checklist I use when a React Native app feels slow on mid-range Android. It is deliberately short. Most “performance programs”
Anthropic reveals how criminal groups are increasingly targeting AI vendors' own infrastructure, including to steal a pre-release Claude model. The post Anthropic Says Russian Hackers Used Claude AI to Automate Malware Evasion appeared first on SecurityWeek.
GitHub's August 2026 report details five outages tied to Actions and Copilot growth outpacing infrastructure. Here's what platform teams should know.
GitHub raised its self-serve Advanced Security trial cap from 100 to 300 licenses, letting more mid-size Enterprise Cloud orgs test for free.
I originally built the first prototype for a university to train engineers. I would love to know what you think of the demo: https://store.steampowered.com/app/3987060 submitted by /u/AdSad9018 [link] [留言]
Ryan chats with Sam Curry, CSO at Zscaler, about where human intelligence sits in the new security landscape with AI, why shifting security protections closer to applications helps limit probes for vulnerabilities, and why building more resilient code infrastructure is the best way to address the vu
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![Neurips 2026: site selection email [D]](/storage/uploads/covers/2026/09/2f83b022-1296-4c05-b609-4498bdc1d721.webp)
