Daily Tech News - 2026-07-24

The tech world buzzed today with significant advancements in AI hardware, agent-based software, and critical infrastructure developments, alongside a stark reminder of persistent security threats. AMD made aggressive moves in the AI hardware arena, unveiling EPYC "Venice" CPUs and Instinct MI455X GPUs at its "Advancing AI 2026" event, directly challenging NVIDIA's dominance. Meanwhile, NVIDIA pushed boundaries with vLLM support on its pre-release Vera Rubin hardware, and even cloud providers like Hetzner are venturing into LLM inference, signaling a widespread drive for more efficient AI compute.

In AI software, the focus was on intelligent agents and development tools. Discussions around "Stateful vs. Stateless Agent Design" highlighted critical architectural considerations for scalable AI systems. Practical guides like the "Claude Cookbook" emerged, offering insights into building complex AI functionalities, while "Day 0 Support" for Claude Opus 5 demonstrated rapid integration efforts. AI coding assistants are becoming indispensable, with Claude Code, Cursor, and GitHub Copilot vying for developer preference. Innovations allowing users to "Ask your database in plain English" with local AI underscored a push for privacy-preserving data interactions, and the concept of "Building Our Company Brain" using agents and SQLite pointed towards integrated, offline-capable knowledge systems.

The infrastructure landscape continued its evolution with the launch of the AI Infra SIG under CNCF Japan, emphasizing the global demand for scalable AI infrastructure. Solutions like "ModelExpress" addressed the challenge of distributing massive AI model artifacts efficiently, while discussions around "The hidden cost of observability sprawl" in Kubernetes environments urged better management. Developments in developer tooling included new Postgres diagnostics in the Neon CLI and emerging front-end frameworks prioritizing correctness. However, a critical alert regarding the "mrmustard PyPI Package Trojanized" served as a crucial reminder of ongoing security vulnerabilities in the software supply chain. The tech world buzzed today with significant advancements in AI hardware, agent-based software, and critical infrastructure developments, alongside a stark reminder of persistent security threats. AMD made aggressive moves in the AI hardware arena, unveiling EPYC "Venice" CPUs and Instinct MI455X GPUs at its "Advancing AI 2026" event, directly challenging NVIDIA's dominance. Meanwhile, NVIDIA pushed boundaries with vLLM support on its pre-release Vera Rubin hardware, and even cloud providers like Hetzner are venturing into LLM inference, signaling a widespread drive for more efficient AI compute.

Featured Articles

ModelExpress: Distributing Model Artifacts at the Speed of Light

Every byte moved has a cost. As model checkpoints grow to hundreds of gigabytes or even a terabyte, that cost adds up quickly. To make things even worse, moving these model weights around the cluster...

Keywords: nvidia modelexpress, modelexpress accelerating, gpu models, lifecycle nvidia, model loading, modelexpress mx, gpu weights, model checkpoints, modelexpress, weights gpu
Source: developer.nvidia.com

mrmustard PyPI Package Trojanized to Steal Credentials

mrmustard PyPI Package Trojanized to Steal Credentials Table of Contents TL;DR A malicious version of mrmustard , the photonic quantum computing library from Xanadu, was published to PyPI on July 23,...

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Source: safedep.io

Launch of the AI Infra SIG under the CNCF Japan chapter: First meetup and call for speakers

Japanese article follows English one. As we all know, AI is advancing from generative AI to agents, driving growing demand for scalable, efficient infrastructure. Kubernetes and the broader Cloud Nati...

Keywords: ai infrastructure, cloud native, infrastructure cloud, ai native, broader cloud, japan cloud, ai deployment, cloud, kuberay ai, ai gateway
Source: cncf.io

EPYC “Venice” Deep Dive: AMD Goes On Offense In The CPU Market

I’ve covered every EPYC generation since Naples, and I’ve never seen AMD position a server CPU this aggressively. Not against Xeon at the height of the Intel rivalry, not ever. At Advancing AI 2026, A...

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Source: moorinsightsstrategy.com

Benchmarking Qwen 3.6 35B MoE (3B active) on an RTX 3090

Benchmarking Qwen 3.6 35B MoE (3B active) on an RTX 3090 I mentioned I'd got a second RTX 3090 on a group chat, and a friend said: I know this is not really your thing... but let me know how quickly i...

Keywords: vram fast, results vram, benchmarking qwen, vram 3090, maxing vram, lack vram, vram generation, vram maxed, vram advantage, bit vram
Source: gilesthomas.com

Claude Cookbook

Build a Messages API harness that reproduces published DeepSearchQA and BrowseComp scores, using programmatic tool calling, server-side compaction, and task budgets. Detect safety classifier blocks on...

Keywords: agent sdk, agents sdk, multiagent coordinator, agentic workflows, team multiagent, multi agent, connect agents, research agent, build agent, managed agents
Source: platform.claude.com

Stateful vs. Stateless Agent Design: Tradeoffs for Scalable Agentic Systems

In this article, you will learn how an agent’s approach to managing state — stateless or stateful — shapes both its implementation and the deployment architecture built around it. Topics we will cover...

Keywords: agent memory, stateful agents, implement stateful, stateful agent, agent deployment, handling agent, stateless agents, workflows agents, agent manage, agent manages
Source: machinelearningmastery.com

100% Uploaded Is Not 100% Done

100% Uploaded Is Not 100% Done Build an honest two-stage progress UI with Quarkus, PostgreSQL, Scheduler, SSE, cancellation, and state that survives a page reload. Last year I built a real-time file u...

Keywords: progress storage, uploads progress, progress server, upload progress, progress stream, processing progress, final progressstreamservice, progress processing, progressstreamservice jobstore, progressstreamservice
Source: the-main-thread.com

Claude Code vs Cursor vs GitHub Copilot: Best AI Coding Assistant in 2025

In the ever-evolving landscape of software development, AI coding assistants have carved a substantial niche, revolutionizing the way developers approach programming tasks. The year 2025 marks a signi...

Keywords: code assistants, commands developers, functionality developers, assistants developers, coding assistants, workflows developers, coding assistant, developers critically, managing code, improvements developers
Source: collabnix.com

Postgres diagnostics and snapshots in the Neon CLI, backend log querying, and more release - Jul 24, 2026

Debug Postgres from the terminal withneon inspect db You can now run read-only Postgres diagnostics straight from the Neon CLI with neon inspect db . Each subcommand runs a single, known-good query ag...

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Source: neon.com

The hidden cost of observability sprawl

As Kubernetes adoption scales, platform teams often hit a painful wall: The exploding cost and complexity of telemetry. When trying to provide isolated service mesh observability for multiple developm...

Keywords: based kubernetes, user kubernetes, kubernetes, kubernetes io, access kubernetes, kubernetes adoption, secrets kubernetes, corresponding kubernetes, kubernetes rbac, key kubernetes
Source: developers.redhat.com

Ask your database in plain English, with a local AI that keeps your data on your device

A lot of the data worth asking questions about is the exact data you are not allowed to paste into a cloud chatbot. Customer records, account balances, patient files, contracts, case history: your sen...

Keywords: cloud ai, cloud chatbot, machine cloud, database ai, cloud model, cloud tool, ai data, cloud, model cloud, paste cloud
Source: qvac.tether.io

AMD Comes To Play: A Quick Take On Advancing AI 2026

AMD spent years positioning itself as the credible alternative to NVIDIA. This week in San Francisco, it behaved like a company that believes it can win. Silicon, systems, software, and partnerships a...

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Source: moorinsightsstrategy.com

The front end framework for correctness: built on Effect, architected like Elm

The frontend framework for correctness. Built on Effect. Architected like Elm. Written in TypeScript. npx create-foldkit-app@latest Declare behavior. Ship. Repeat. React, Vue, Svelte, and Solid solve...

Keywords: react codebases, application effect, architecture foldkit, stateful foldkit, react, frameworks, react ecosystem, existing react, foldkit apps, foldkit feels
Source: foldkit.dev

vLLM Runs on NVIDIA Vera Rubin Hardware

vLLM Runs on NVIDIA Vera Rubin Hardware vLLM now runs end-to-end on pre-release NVIDIA Vera Rubin hardware. This follows PyTorch support for the sm_107 compute capability in PR #190654, vLLM support i...

Keywords: hardware vllm, vllm support, release cuda, capabilities vllm, nvidia vera, core throughput, vllm, vllm runs, cuda 13, faster bf16
Source: vllm.ai

Building Our Company Brain: Agents + SQLite, Offline-Capable

By now you've probably heard of the idea of a "second brain" or "company brain". Here's YCombinator's Summer 2026 Request for Startups: Every company has critical know-how scattered everywhere. Some o...

Keywords: ai brains, company brain, file ai, ai agents, ai automation, brain company, manage knowledge, ai use, brain collaborative, automation
Source: powersync.com

Best Jenkins Alternatives in 2026

Jenkins earned its place as the default CI server of the 2010s: it was free, endlessly extensible, and available before any serious managed CI/CD competitor existed. More than a decade later, that sam...

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Source: semaphore.io

Why is pytorch compile so fast?

PyTorch's Inductor compiler automatically groups dependent operations together into single, efficient Triton kernels. This keeps data in faster memory close to the register and cuts down on kernel ove...

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Source: developers.redhat.com

Day 0 Support: Claude Opus 5

Day 0 Support: Claude Opus 5 LiteLLM now supports Claude Opus 5 on Day 0. Use it across Anthropic, Azure, Vertex AI, and Bedrock through the LiteLLM AI Gateway. Call it with the same OpenAI-compatible...

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Source: docs.litellm.ai

AMD's Instinct MI455X: Aiming for the Sun

AMD’s Instinct MI455X: Aiming for the Sun Hello you fine Internet folks, here at AMD’s Advancing AI event we are looking at AMD’s brand new Instinct MI455X, replacing the older Instinct MI355X at the...

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Source: chipsandcheese.com

Turn And Face The Strange

<div class="lead"><p>We’re Fly.io, a public cloud platform that is both our favorite way to put an app on the Internet and our favorite way to safely let a frontier agent coding harness cook. This is...

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Source: fly.io

Hetzner is working on LLM Inference

Hetzner Inference: First Look Hetzner is experimenting with LLM inference. That is not a sentence I expected to write, but I think it is pretty interesting :) Before anyone moves their production AI w...

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Source: sliplane.io

Agentic AI Needs Guardrails, Not Guesswork

What does it take to secure AI agents without slowing developers down? A recent panel explored the answer I recently joined Zach Lloyd, founder and CEO of Warp; Gavriel Cohen, co-founder and CEO of Na...

Keywords: secure ai, ai agents, ai agent, agents developers, agents eventually, agents safely, ai enterprise, cisos agent, agents build, security cisos
Source: docker.com

Kaizen #4: Overhauled Homelab

Kaizen #4: Overhauled homelab I started this “blog-series” to force myself to write more about my set up, and my continuous iterations. But it didn’t happen… until today! This post has been a long tim...

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Source: timharek.no

My LFX mentorship journey with kgateway

Open source has been a defining part of my career for many years. As an engineer working in the cloud native ecosystem, I have spent the last five years building and contributing to technologies aroun...

Keywords: mentorship kgateway, architecture kgateway, adopting kgateway, platform kubernetes, kgateway contributing, kgateway maintainers, contributing kgateway, kgateway community, kgateway project, kgateway actively
Source: cncf.io

Apache Flink from A to Z: The Engineer’s Guide to Stream Processing

-5517fd7b58a6---4 crawled_date: 2026-07-24T14:31:14.085380+00:00 feed_url: https://levelup.gitconnected.com/feed published: Fri, 24 Jul 2026 14:12:48 GMT

Apache Flink from A to Z: The Engineer’s...

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Source: levelup.gitconnected.com

Postgres LISTEN/NOTIFY actually scales

Postgres LISTEN/NOTIFY has a bad reputation thanks in part to a popular blog post asserting it does not scale. If that were true, it would be a shame, because LISTEN/NOTIFY is a powerful tool, allowin...

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Source: dbos.dev

Kimi K3 vs Claude Fable 5 on DeepSWE: Cost and Coding

Kimi K3 matches Claude Fable 5 on quality, costs a third as much per solved task, and as an open model gives teams full control over their deployment.

Kimi K3 vs Claude Fable 5 is close on DeepSWE p...
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Source: together.ai

WebGPU Unleashed: A Practical Tutorial

WebGPU Unleashed: A Practical Tutorial Welcome to "WebGPU Unleashed" - your gateway to the dynamic world of graphics programming. This free book will teach you graphics programming in JavaScript using...

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Source: shi-yan.github.io

Enabling Language-specific Reasoning in Multilingual Models with Reinforcement Learning

Enabling Language-specific Reasoning in Multilingual Models with Reinforcement Learning# We introduce the Poro 2 Long family of models, a follow-up to the Poro 2 family that demonstrated exceptional p...

Keywords: multilingual reasoning, reasoning multilingual, language reasoning, language models, bilingual reinforcement, reasoning language, training multilingual, multilingual ai, training reasoning, language model
Source: rocm.blogs.amd.com

Breaking the Memory Bottleneck Part 1: How CXL Unlocks the Memory Capacity KV Cache Needs

Breaking the Memory Bottleneck Part 1: How CXL Unlocks the Memory Capacity KV Cache Needs Deep dive into different approaches from Enfabrica, Penguin Solutions, Marvell, and Meta For most of the AI bu...

Keywords: bottleneck cxl, kv cache, memory bottlenecks, memory bottleneck, cache bottleneck, memory footprint, available memory, cache demand, cxl technology, memory capacity
Source: insights.trendforce.com

Google Announces MultidimPodAutoscaler (MPA) for GKE

Introduction Google has quietly rolled out a new beta feature for Google Kubernetes Engine (GKE): the MultidimPodAutoscaler, or MPA. Announced in early July 2026, MPA gives GKE users a single custom r...

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Source: kubex.ai

Half-Life 2 running natively on HaikuOS

zantak 348 Hope eventually will came out!! Tofu 350 I’ve done testing on an RTX 5090. Didn’t work, and looking at the repo, there are no blobs for any GPUs besides Turing and Ampere as of now, so Love...

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Source: discuss.haiku-os.org

Nothing works and everyone is euphoric

Nothing Works and Everyone Is Euphoric As I’m writing this, we’re in the middle of an AI-induced mass psychosis. People are literally token-maxxing themselves into hospital beds, scrambling to capture...

Keywords: ai debt, software teams, greater productivity, productivity higher, better programmers, software better, software raised, productivity, everyday software, tools revolutionized
Source: ptrchm.com

📅 ThursdAI Special: OpenAI's Romain Huet on Codex’s big moment, my papercut-fixing spree & the Insecure Agents crossover

📅 ThursdAI Special: OpenAI's Romain Huet on Codex’s big moment, my papercut-fixing spree & the Insecure Agents crossover From W&B / CoreWeave: A pre-recorded special from the middle of my 40th trip: 1...

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Source: sub.thursdai.news

How to build a thumbnail sidebar with PDF.js PDFThumbnailViewer

How to build a thumbnail sidebar with PDF.js PDFThumbnailViewer Table of contents PDFThumbnailViewer for rendering page thumbnails in a sidebar. This tutorial covers both the built-in approach and bui...

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Source: nutrient.io

Online index migration and shard-scaling in OpenSearch with AOSC

Learn how Atlassian built AOSC, an OpenSearch plugin to reshape indices and scale their shards online. AOSC is a zero-downtime* index migration & scaling engine for OpenSearch, built as an OpenSearch...

Keywords: index shards, large opensearch, lucene changes, opensearch clusters, scaling shards, opensearch concept, built opensearch, opensearch project, lucene data, engine opensearch
Source: atlassian.com

Plants vs. Zombies for PlayStation 2

i am too lazy to explain all of this just build with "build ps2.bat" it has all the dependencies (windows)!! on linux you will need to edit the cmake config!! a main.pak with compressed assets its rec...

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Source: github.com

Antigravity Brain Visualizer Now With a Contextual Smart Chat

Antigravity Brain Visualizer Now With a Contextual Smart Chat A few weeks ago, I wrote about building the Antigravity Brain Visualizer: a tool to parse raw JSONL transcript logs from Antigravity AI ag...

Keywords: brain visualizer, assistant analyzes, interactive assistant, contextual chat, session assistant, interactive diagnostic, visualizer v0, antigravity sessions, highlighting assistant, antigravity brain
Source: glaforge.dev

Every subdomain you own is already public

Every subdomain you own is already public Certificate Transparency logs, crt.sh, and what to do on the mornings the web UI answers 502 The internal tool was on grafana-staging.example.com , behind the...

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Source: podostack.com

Flux 3 X Mimic: The Next Generation of Video-Action Models

Research
Models FLUX 3 x mimic: The Next Generation of Video-Action Models An early version of FLUX 3, our new multimodal foundation model, is now running on robots. We gave mimic robotics early a...
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Source: bfl.ai

How to write effective AI agent skills: 6 data-backed practices

Skills are now a shipping product surface, from Anthropic to GitHub. Yet for most AI engineers, the practice of writing them well remains poorly codified. Three recent studies change that, though. The...

Keywords: skill evals, skill evaluation, agent skill, skill ai, skills explicit, skill evaluate, detailed skills, execution skills, skill packages, skills skill
Source: arize.com

i have been thinking a bit more about security cameras again, because of AXIS starting to push more for every one of their cameras to be able to easily run linux applications on them, they're far more...

Keywords: cameras firmware, firmware camera, security cameras, firmware blobs, camera fwimage, push cameras, accessible firmware, cameras, firmwares, cameras likely
Source: hhh.hn

The Good, the Bad and the Ugly in Cybersecurity – Week 30

The Good | Authorities Dismantle Kratos Phishing Network & Arrest Its Developer Kratos, a prominent phishing-as-a-service (PhaaS) platform, was dismantled from the inside out this week thanks to Germa...

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Source: sentinelone.com

Model Context Protocol is going stateless to make scaling simpler

The updated protocol will simplify how enterprises deploy and scale MCP-based AI applications in the cloud, but developers relying on deprecated capabilities will need to plan for architectural change...

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Source: cio.com

PCI DSS DMARC Requirement: What Section 5.4.1 Requires

PCI DSS (Payment Card Industry Data Security Standard) is the contractual security standard for any organization that stores, processes, or transmits cardholder data — from global retailers to a small...

Keywords: pci compliance, standard pci, pci dss, pci requirement, dss compliance, pci security, required pci, statutory pci, compliance dss, understanding pci
Source: dmarcguard.io

Exploring the LLM Infra Stack, Part 2: The Model Layer

This is the second post in our 4-part series on the LLM infra stack. You can catch up on our last post on the Data Layer here. If you are building in this space, we’d love to hear from you at info@the...

Keywords: llm infrastructure, llms develop, built llms, llms expensive, llm model, llm applications, llms especially, best llms, llm production, cheap llms
Source: theoryvc.com

Public URLs for JDBC driver downloads will be disabled

What's coming? Learn about features and behavioral changes in upcoming Databricks releases. Public URLs for JDBC driver downloads will be disabled Beginning September 2026, public S3 links for downloa...

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Source: docs.databricks.com

Buz – A fork of Bun using modern Zig, with sub-1s incremental builds

This is my WIP fork of Bun, based on the last commit before their Rust rewrite. It is still very early in its development and is nowhere near ready for production. I saw that a similar project had alr...

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Source: ziggit.dev

Opus 5 for code review: Cleaner actionable comments, noisier overall

Hendrik Krack July 24, 2026 9 min read July 24, 2026 9 min read Cut code review time & bugs by 50% Most installed AI app on GitHub and GitLab Free 14-day trial GetStarted in2 clicks. Anthropic just re...

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Source: coderabbit.ai

Codeberg Implements Ban on Hosting ‘Mostly’ AI-Generated Code

Codeberg Implements Ban on Hosting ‘Mostly’ AI-Generated Code Codeberg, a nonprofit platform designed for hosting Free/Libre Open Source Software (FLOSS) projects, has declared a ban on hosting softwa...

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Source: serverhost.com

Deep Learning Weekly: Issue 465

Deep Learning Weekly: Issue 465 Kimi K3, Beyond the Single Trace: How We Built Agent Diagnostics for Opik, a paper on Belief Dynamics Reveal the Dual Nature of In-Context Learning and Activation Steer...

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Source: deeplearningweekly.com

My Emacs Configuration (Dired)

My Emacs configuration (Dired) This blog post is a part of the series of posts about my Emacs configuration. Previous posts: Here I will be dedicated to the configuration, and my habits, and usual act...

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Source: eugene-andrienko.com

Opus 5 is currently #1 on Artificial Analysis Intelligence Leaderboard

Comparison of Models: Intelligence, Performance & Price Analysis Microevals PlaygroundIntelligence Output Speed (tokens/s) Latency (seconds) Price ($ per M tokens) Context Window Highlights Intelligen...

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Source: artificialanalysis.ai

Postgres backups under the hood

Data integrity is one of the most important pillars for a database system. If your database goes down, backups are how you stay safe and recover in case of disaster. Backups should be taken often, and...

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Source: planetscale.com

Proving a Human Wrote Something

When drafting a new blog post after some years, it’s mandatory to begin it with some form of mea culpa. I actually made a New Year’s resolution to start writing more blog posts; after the dissolution...

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Source: gjtorikian.online

Codeberg Divides

written on July 24, 2026 Codeberg recently changed its terms to exclude projects that are largely written with generative AI. Since I want GitHub to face competition I have thoughts. Codeberg is entir...

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Source: lucumr.pocoo.org

How to Make Hermes Understand How You Work

The reason most people never see Hermes learn anything is not a configuration problem. It's a repetition problem. The learning loop needs the same kind of task done two or three times before it has an...

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Source: simplifyingai.co

Intel and Lens Technology Collaborate to Enable Advanced Semiconductor Packaging for the AI Era

Intel and Lens Technology Collaborate to Enable Advanced Semiconductor Packaging for the AI Era Collaboration combines Intel's advanced packaging expertise with Lens Technology's precision glass proce...

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Source: newsroom.intel.com

Open Knowledge format v0.2 tackles agentic trust

Open Knowledge format v0.2 tackles agentic trust Sam McVeety Tech Lead, Data Analytics, Engineering, Data Cloud Amir Hormati Tech Lead, BigQuery, Engineering, Data Cloud When we introduced the Open Kn...

Keywords: cataloging okf, okf agents, knowledge format, okf ecosystem, open knowledge, knowledge catalog, format okf, concept okf, okf requires, metadata
Source: cloud.google.com

The forbidden index: Building privacy-preserving search with OpenSearch

Based on the OpenSearchCon Europe 2026 talk by Unnati Mishra, Independent & Akshat Khanna, Angel One | Watch the full session → Most compliance conversations around search start and end with access co...

Keywords: privacy opensearch, anonymized data, existing opensearch, based opensearchcon, search infrastructure, engineering opensearch, turned opensearch, opensearch, search analytics, anonymized dataset
Source: opensearch.org

The PImpl idiom and the C++26 std:indirect type

PImpl (which stands for Pointer to implementation) is a programming tehnicque to remove implementation details from a class by placing them in a separate class that is accessed through an opaque point...

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Source: mariusbancila.ro

Writing a Debugger from Scratch

Writing a Debugger From Scratch - DbgRs Part 1 - Attaching to a Process I’ve left the Microsoft Debugger Platform team twice, and each time I’ve started writing my own debugger. I must really like deb...

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Source: timdbg.com

At AI Summit, South Korea Outlines Its AI Future With NVIDIA and Partners

At this week’s AI Summit in San Francisco, South Korean President Jae Myung Lee and some of the country’s top business leaders and researchers are meeting with NVIDIA and ecosystem partners to chart K...

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Source: blogs.nvidia.com

IRGC Claims It Destroyed Amazon's Bahrain Data Center

MANAMA — The Islamic Revolutionary Guard Corps claimed on July 21 that it struck and destroyed Amazon Web Services’ data center in Bahrain with cruise missiles, in stated retaliation for the US strike...

Keywords: irgc aws, aws bahrain, aws strikes, saudi cloud, attack aws, arabia cloud, cloud saudi, uae aws, aws strike, described aws
Source: houseofsaud.com

Fake Corepack Site Distributes Infostealer and Proxyware to Developers

A website at corepack[.]org is impersonating Corepack, the Node.js tool for managing package managers, and using that identity to push malware to developers who land on the page looking for a download...

Keywords: malicious corepack, downloads corepack, impersonating corepack, corepack org, corepack node, nodejs corepack, corepack npm, corepack, install corepack, opening corepack
Source: socket.dev

Getting better at Orchestrate

Orchestrate is a 24-hour hackathon organised by HackerRank, where developers design, build, and ship an agent. Every submission is judged on four signals: the code, the performance of the agent build,...

Keywords: orchestrate built, improve orchestrate, orchestrate, orchestrate submissions, work orchestrate, orchestrate 24, developers evaluated, developers ai, understands architectural, ai build
Source: hackerrank.com

Becoming Skilled at Making Documents

Becoming Skilled at Making Documents The vast majority of the documents people use to do business are really quite poor. Presentations that make your eyes glaze over, memos that are inscrutable or unc...

Keywords: documents skills, effective documents, making documents, better documents, documents vast, documents, documents especially, business documents, routine documents, agent skills
Source: anildash.com

I Tried Building a Real App with AI. It Took a Year

I Tried Building a Real App With AI. It Took a Year. 75.3k subscribers Subscribe so you don't miss out on new videos My wife and I have been looking for an app to track things like habits, hobbies, an...

Keywords: habit trackers, app ai, habits hobbies, habit completion, app track, habit list, features reminders, apps, habits store, weekend app
Source: alexhyett.com

Stripe goes after OpenRouter

Stripe is on a shopping spree – it is now kicking the tires on OpenRouter. What an excellent play. Don’t own the destination, but go after the road. OpenRouter is the turnpike of AI models. They provi...

Keywords: stripe thinking, stripe shopping, stripe, reality stripe, openrouter excellent, road openrouter, open models, openai, help openai, models services
Source: alan.is

Unitree As2-W

Supports a 150 TOPS high-performance expansion module for real-time on-device processing of massive data, ideal for security, inspection, and advanced applications. Developer-friendly SDK and APIs sup...

Keywords: walking payload, high payload, payload approx, capability 30cm, tire, robot complex, 25km max, payload, civilian robot, large ai
Source: unitree.com

Why is programming so captivating, yet so agonizing?

Why is programming so captivating, yet so agonizing? May you cross the tar pit and still find joy in creation. Today, AI coding tools are lowering the barrier to programming at an unprecedented pace....

Keywords: programming fun, programming unprecedented, programming painful, programming, properly programmed, craft programming, programming joy, understand craft, programmer wants, programming tar
Source: elsewhere.news

As of JDK 27, Oracle engineers will thus stop maintaining the macOS/x64 port

JEP 541: Deprecate the macOS/x64 Port for Removal Summary Deprecate the macOS/x64 port, with the intent to remove it in a future release, in order to reduce maintenance costs. Motivation Apple has tra...

Keywords: port deprecated, deprecated ports, port deprecations, port jdk, x64 port, enable deprecated, port build, deprecate macos, macos x64, x64 oracle
Source: openjdk.org

DuckPGQ – A DuckDB community extension for graph workloads

DuckPGQ DuckPGQ is a DuckDB community extension for graph workloads that supports the SQL/PGQ standard. Leveraging the power of DuckDB to bring high-performance, SQL-based graph query capabilities dir...

Keywords: graph analytics, graph query, graph workloads, graph_table snb, process graph, supports graph, people graph_table, graph snb, based graph, specializing graph
Source: duckpgq.org

Nvidia, Microsoft, Meta warn against overregulating open-weight models

Nvidia, Microsoft, Meta, Palantir and more than 20 other companies released a letter Friday urging policymakers to avoid "premature restrictions" on open-weight artificial intelligence models that wou...

Keywords: openai ceo, openai models, chinese companies, open innovation, proprietary models, like openai, openai disclosed, openai, china moonshot, openai president
Source: cnbc.com

OpenTelemetry has graduated… Now what?

In case you missed it: OpenTelemetry (OTel) has officially achieved CNCF graduated status! It now stands proudly alongside amazing open source projects such as Kubernetes and Prometheus, to name just...

Keywords: telemetry vendor, standard telemetry, past telemetry, observability vendors, telemetry, telemetry growth, core telemetry, govern telemetry, telemetry schemas, tool telemetry
Source: cncf.io

Programming language file extensions that match ISO 3166-1 alpha-2 country code

So there's this standard called ISO 3166-1 alpha-2 that defines a 2 letter code for every country on the planet (like ME = Montenegro) and a bunch of places that aren't countries (like EU = European U...

Keywords: code country, country code, rs serbia, serbia curious, montenegro, serbia, languages file, belongs serbia, letter code, specific languages
Source: bruh.ltd

tailmix: Connect to Multiple Tailnets at Once

Tailscale is one of those magical technologies that I can no longer imagine living without. Its use cases range from homelab setups to enterprise workloads spread across complex, disparate environment...

Keywords: tailnets simultaneously, switch tailnets, multiple tailnets, tailnet connecting, tailnets connected, independently tailnet, infrastructure tailscale, tailnets individually, different tailnets, tailscale policy
Source: blog.exe.dev

The linear algebra and calculus behind every model

The linear algebra and calculus behind every model Last time we built our first Python pipeline and learned to load, inspect, and manipulate data. Now we take the next step: every machine learning mod...

Keywords: regression deep, mnist vector, mnist dataset, mnist images, deep learning, data mnist, deep neural, efficient tensor, handwritten digits, mechanics deep
Source: stochastic.blog

🧠 xAI launches Grok 4.5 in all platforms

Good morning! Here's what's happening in AI today: Grok 4.5 is now live everywhere, from grok.com to the X app itself OpenAI brings voice control to the ChatGPT desktop app Black Forest Labs unveils F...

Keywords: released grok, grok build, new grok, grok live, built grok, grok, grok calling, checking grok, xai released, live grok
Source: simplifyingai.co

LLMs reward expertise

LLMs reward expertise In the 2010s, if you had technical gaps (say, you couldn’t write CSS), you had to either rely on a skilled colleague or just hope that the answer to your exact problem was out th...

Keywords: skilled prompters, working llms, prompting expertise, skill prompting, llms make, using llms, llms want, llms, llms reward, llm llms
Source: seangoedecke.com

Ten agents, ten clouds, one answer

"You're absolutely right. I'll drop the old table and redeploy." And it can. It has credentials, it's fast, and it's confident in the way that reads right, up until CloudFormation spends four minutes...

Keywords: agent aws, cloud agent, cloudformation spends, cloud task, aws run, cloud charges, agents aws, runs cloud, cloud punishes, agent cloud
Source: pydantic.dev

The Ever-Receding Pocket

I’m having an existential crisis. The latest Claude model just disproved the Jacobian conjecture. There’s a Neil deGrasse Tyson quote about God being an ever-receding pocket of scientific ignorance th...

Keywords: accumulate wealth, economic value, value philosophical, existential crisis, wealth, economic, worry livelihood, livelihood, humans value, livelihood buy
Source: zhenyi.gibber.blog

Tick-X vs. the Scalable Ingestion Blueprint: Two Ways to Scale kdb+ Tick Ingestion

Key Takeaways

Tick-X improves kdb+ Tick ingestion by separating write-down, real-time query, and intraday serving workloads across dedicated processes.
The Scalable Ingestion Blueprint extends thi...
Keywords: kdb tick, tick architecture, kdb systems, tick rdb, architecture tick, improves kdb, kdb keeping, tick scalable, tick configuration, rdb writes
Source: kx.com

Pi 0.82.0

Constrained tool sampling — Tools can prefer or require strict JSON Schema sampling or use OpenAI Lark/regex grammars, with model capability metadata preventing unsupported requests. See Constrained S...

Keywords: variants openai, require openai, bash tools, constrained tool, openrouter kimi, rpc bash, use openai, bash integrations, kimi coding, openai codex
Source: pi.dev

Poor Man’s Secret Rotation in Terraform

Poor Man's Secret Rotation in Terraform I can’t escape IAM user access keys. Every night, I have the same nightmare of asking a Ouija board how I’ll die. My fingers slowly move over the letter “AKIA.”...

Keywords: rotation terraform, aws_iam_access_key rotating, terraform module, aws_secretsmanager_secret access_key, secret_access_key aws_iam_access_key, aws_secretsmanager_secret, resource aws_secretsmanager_secret, aws secrets, using terraform, secret_id aws_secretsmanager_secret
Source: rosesecurity.dev

It's getting harder to focus every day

I’m feeling it right now. I had to set a timer for 15 minute on my computer and block all distractions to write this. If I didn’t force myself to focus I would easily get distracted by something after...

Keywords: distracted working, distraction time, hours distraction, distracted distracted, distractions programming, distracted making, distracted, distracted minutes, block distractions, easily distracted
Source: glyphack.com

Show HN: Audio Player with "Binaural Beats" tuned to the same key as your music

A local-first browser studio for building long-form headphone sessions from binaural tones, music, adaptive textures, and spoken-word audio. Binaural Studio combines a ten-voice binaural synthesizer w...

Keywords: audio binaural, binaural studio, binaural synthesizer, voice binaural, headphone sessions, sessions binaural, binaural synth, cd binaural, binaural tones, launch binaural
Source: github.com

Vercel WAF for Blob is now in beta

The Vercel WAF can now protect a Vercel Blob store. The same rules that guard your deployments (deny, challenge, rate limit) now apply to blob traffic with no changes to your code, blob URLs, or @verc...

Keywords: protect vercel, urls vercel, vercel waf, vercel blob, waf protect, store vercel, blob requests, restrict downloads, traffic vercel, server vercel
Source: vercel.com

Your Best Analyst Shouldn’t Be a Person. It Should Be a Capability Everyone Can Summon.

For thirty years, we have measured security operations by the tools we buy. The next decade will measure us by the outcomes we deliver. That shift is already here, and it is being driven by something...

Keywords: security expertise, operations intelligence, security operations, security intelligence, security posture, security organization, cybersecurity ai, effectiveness security, measured security, modern security
Source: sentinelone.com