Daily Tech News - 2026-08-01

Today's tech headlines reveal a vibrant landscape of innovation, security challenges, and foundational system developments. In a significant security alert, 7.6 petabytes of Hugging Face training data across 187 million files were scanned for secrets, highlighting the growing need for vigilance in the AI supply chain. Meanwhile, the AI development space continues its rapid expansion, with DeepSeek V4-Pro emerging as a remarkably cost-effective alternative to Kimi K3, offering up to 17x cheaper output tokens. Breakthroughs in AI tooling also suggest a shift: coding agents may benefit more from "context compilers" that optimize prompt sizes, rather than simply larger context windows. Adding to the buzz, a revolutionary AI-powered Linux desktop, Starling, was developed in just six months, showcasing AI's accelerating impact on desktop environments. AMD is also redefining datacenter AI infrastructure to challenge rivals, complemented by Supermicro's new high-density racks for AI deployments.

Beyond AI, the open-source world saw the release of NetBSD 11.0, offering updated stability and features. Linux continues to demonstrate its versatility, even powering calculators in an unexpected display of hardware compatibility. The package management ecosystem received its weekly update, alongside news of Morten Linderud's resignation from the Arch Linux development team, marking a shift in community leadership. Finally, the developer community continues to refine its craft, with new guides for building full-stack applications with Claude Code, practical advice on improving Core Web Vitals for WordPress sites, and discussions around GitHub alternatives prompted by generative AI content policies. This diverse array of advancements underscores a dynamic period for technology across all fronts.

Featured Articles

Scanning 7.6 Petabytes of HuggingFace Training Data for Secrets

tl;dr We scanned every public dataset on Hugging Face, which is where most open AI training data lives. That came to 7.6 petabytes across 187 million files, the largest secret scan of AI training data...

Keywords: cloud keys, software millions, datasets secrets, stolen api, dataset leaked, cloud storage, secrets dataset, unlock cloud, cloud key, stolen ai
Source: trufflesecurity.com

This Week in Package Management: 1 August 2026

Week eleven of the roundup, built from the package manager OPML feed collection and whatever I’ve posted or boosted on Mastodon. Releases mise 2026.7.14–18: the default shell-argument settings are now...

Keywords: node package, monorepo tasks, requires node, dependency opted, scripts node, dependency edges, dependabot core, esm build, cjs esm, subprocess forks
Source: nesbitt.io

But can your calculator run Linux?

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Source: raymii.org

Building a Full-Stack Application with Claude Code: A Comprehensive Guide

Building software applications in today’s rapidly evolving tech landscape can be both exhilarating and daunting, especially for full-stack development where you need to navigate seamlessly between fro...

Keywords: code manage, code management, code agentic, code github, automating git, coding assistant, codebases complex, code build, seamlessly git, workflow claude
Source: collabnix.com

Coding Agents Don’t Need Bigger Context Windows — They Need a Context Compiler

TL;DR: Tested it on two real Python repos: it cut prompt sizes by 69–74% and ran in under 75 ms. All the numbers below are pulled straight from captured terminal runs. If the tool couldn’t determine s...

Keywords: prompt construction, guessing compilers, compiler python, compilers don, prompt context, explain compiler, compilers just, build prompts, measuring compiler, compiler checks
Source: towardsdatascience.com

Your First Open Liberty Application with Maven

Your First Open Liberty Application with Maven Start with an empty folder and build, test, hot-reload, and package a small Jakarta REST application with Maven. I went looking for one current guide tha...

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Source: the-main-thread.com

AMD Redefines Datacenter AI Infrastructure and Challenges Fierce Rivals

We are currently navigating one of the most profound transformative phases in the history of the tech industry. As brilliantly demonstrated by the opening video at the AMD Advancing AI 2026 Keynote in...

Keywords: ai workloads, ai demands, amd ai, ai datacenters, ai amd, ai taking, ai costs, advancing ai, ai brings, utilizing ai
Source: techspective.net

DeepSeek V4 vs Kimi K3: Two Open Giants (2026)

Quick answer. DeepSeek V4-Pro costs $0.435 input /$ 0.87 output per million tokens versus Kimi K3's $3 /$ 15 — roughly 7x cheaper on input and 17x cheaper on output. Pick K3 when you need native visio...

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Source: codersera.com

Introducing Starling: A Revolutionary AI-Powered Linux Desktop Developed in Just Six Months

Introducing Starling: A Revolutionary AI-Powered Linux Desktop Developed in Just Six Months Starling is an innovative Linux desktop environment developed by one person in just six months, utilizing AI...

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Source: serverhost.com

RipGrep musl binaries occasionally segfault during very-large searches

Notifications You must be signed in to change notification settings - Fork 2.7k x86_64-unknown-linux-musl binaries occasionally segfault during very-large searches #3494 Description Please tick th...

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Source: github.com

Ollama vs GPT Comparison: Which is Better for Developers?

Ollama vs GPT Comparison: Which is Best for Developers? Introduction Choosing between Ollama and GPT isn’t really an either/or decision — it’s a question of what you’re optimizing for: cost, privacy,...

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Source: collabnix.com

GitHub has alternatives, but no replacement

Codeberg, a Git code hosting platform, recently took a decision to prohibit projects that mostly consist of generative-AI-written code which has prompted concern and extensive discussion elsewhere. Th...

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Source: lalitm.com

Postmortem for Kernel Soundness Bug #14576

Postmortem for Kernel Soundness Bug #14576 A soundness bug in the Lean kernel (#14576) was reported and fixed during the week of July 27. It has had visibility on Zulip and social media (e.g., X, Link...

Keywords: kernel bug, kernel soundness, bug kernel, collatz conjecture, verified kernels, soundness bug, bugs implementations, postmortem kernel, implementation bug, kernel reject
Source: leodemoura.github.io

How to Speed Up a WordPress Site: The Fixes That Actually Matter

WordPress speed is a stack, and the order matters more than the list. Fix hosting first, because server response time is the ceiling everything else builds on. Then caching, which is the single bigges...

Keywords: wordpress speed, speed wordpress, hosting slow, bottleneck hosting, hosting bottleneck, slow pages, slow server, server fast, slowness page, site slow
Source: copahost.com

Leanpub Book LAUNCH 🚀 Architecture Synthesis: The Next Correct Step by Sergiy Yevtushenko

Leanpub Book LAUNCH 🚀 Architecture Synthesis: The Next Correct Step by Sergiy Yevtushenko Architecture Synthesis derives where computation happens — deployment topology, data placement, consistency bo...

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Source: leanpub.com

Dead Software Walking: The ongoing evolution of relayd(8) and httpd(8)

Start with WHY # As I mentioned in my OpenBSD 7.8 highlights post, development of relayd(8) and httpd(8) had stalled. Many diffs appeared on the tech@ mailing list from different contributors, but few...

Keywords: openbsd developers, established openbsd, mentioned openbsd, openbsd daemon, openbsd setups, openbsd, openbsd team, openbsd wish, openbsd ports, community openbsd
Source: rsadowski.de

Put the Agent Inside the Workflow

Workflow or agent? The workflow paradigm follows a sequence we define in advance. This makes the application very easy to understand, and gives us clear control over how information moves from one sta...

Keywords: workflow paradigm, agent workflow, workflow agent, workflow flexibility, agent paradigm, agent purpose, hybrid workflow, autonomous workflow, agentic approach, agent pattern
Source: towardsdatascience.com

Morten Linderud resigning from Arch Linux development team

Yo, I'm resigning as a package maintainer and developer of Arch Linux. It's been almost a decade since I met Jelle, Chris, Levente and Remi at 33C3 to be (peacefully) coerced into joining the security...

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Source: lists.archlinux.org

Let’s Play “htmx 4: the game”

<p>Moments ago I just finished playing “<a href="https://four.htmx.org/">htmx 4: the game</a>”, the first JavaScript library <a href="https://swag.htmx.org/products/htmx-4-the-game">published exclusiv...

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Source: sethmlarson.dev

Supermicro Rack Series Adds Ten Models Rated for 5,500 lb and 3,000 Racks a Month

Supermicro has introduced an expanded rack portfolio for high-density AI and other mission-critical data center deployments. The lineup includes rack options based on NVIDIA MGX platforms, Open Comput...

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Source: storagereview.com

AI doesn't generate working products, that's still your job

The Prototype Isn't the Product Building software has never felt this accessible. You describe an idea in plain English, and within minutes, a working prototype appears on your screen. It has a UI. It...

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Source: weeraman.com

How to Improve Core Web Vitals: LCP, INP and CLS in 2026

Core Web Vitals are three metrics measured on real visitors: LCP (how fast the main content appears, target under 2.5 seconds), INP (how quickly the page responds to clicks, target under 200 milliseco...

Keywords: slow pages, slow results, score browser, core web, pagespeed insights, web vital, fix web, slow load, delay browser, queries slow
Source: copahost.com

NetBSD 11.0 Released

NetBSD 11.0 released! The NetBSD project is pleased to (finally) announce the NetBSD 11.0 release! See the release announcement for details. If you want to test 11.0 please check the installation note...

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Source: blog.netbsd.org

IP Addressing, Part II: Scaling IPv4 Across the Internet

IP Addressing, Part II: Scaling IPv4 Across the Internet How classful addressing gave way to CIDR, and how private addresses and NAT kept the world from running out of IPv4. Hi Friends, Welcome to the...

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Source: newsletter.francofernando.com

Ten advances in mathematics and theoretical computer science

Ten advances in mathematics and theoretical computer science We want to empower scientists and mathematicians with tools that accelerate discovery. That is why we recently announced ChatGPT for Academ...

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Source: openai.com

CISA Alert: Water Sector PLC Targeting

Introduction CISA issued an alert on July 30, 2026 warning that threat actors are increasingly targeting internet-exposed programmable logic controllers (PLCs) in the Water and Wastewater Systems (WWS...

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Source: censys.com

Kaisel – Routes as Values. Dart 3 Native Router for Flutter

Get started The getting started guide takes you from install to navigating with typed routes in a few minutes — sealed class, exhaustive switch , done. Get started The getting started guide takes you...

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Source: kaisel.dev

Show HN: Cockpit for you Claude Code agents in Rust

Built for Claude Code ἐπίσκοπος — the one who watches over Keep the flock in view. Every Claude Code agent, in one calm place. episko gives every Claude Code session its own terminal, watches what eac...

Keywords: episko terminal, urgencyrank, urgency, reusing urgency, terminal watches, urgency ranking, code session, agent calm, lines urgencyrank, code agent
Source: episko.dev

The Art of 64-bit Assembly

Download Chapter 1: Advanced Macros You can ask an AI to explain how vtables work in x86. It will give you something that sounds right. What it won’t give you is what Windows actually expects the vtab...

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Source: nostarch.com

The development pipeline is a production system

The development pipeline is a production system Software developers learn early in their careers that nothing is more urgent than fixing a production outage. Drop everything! All hands on deck! Howeve...

Keywords: development pipeline, pipeline development, pipeline production, production outage, fixing production, team development, broken development, pipeline produce, pipeline, production qa
Source: sundry.jerryorr.com

Leanpub Book LAUNCH 🚀 Logic for Programmers by Hillel Wayne

Leanpub Book LAUNCH 🚀 Logic for Programmers by Hillel Wayne Logic isn’t just for mathematicians and detectives! It’s also a great addition to any programmer's toolkit. Building on the foundation of Bo...

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Source: leanpub.com

Reading List 08/01/26

Reading List 08/01/26 Pepper-spray drones, China’s chip Manhattan Project, Commonwealth Fusion’s fundraise, and a proposed Dulles Airport renovation. Welcome to the reading list, a weekly roundup of n...

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Source: construction-physics.com

Extracting “Ocarina of Time: Master Quest” ROM from the Legend of Zelda: Wind Waker bonus disc

<p>Another day, another extracting ROMs from GameCube titles mini-tutorial. This time it’s the PAL Legend of Zelda: Wind Waker Bonus Disc that I <a href="https://sethmlarson.dev/pal-gamecube-haul-from...

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Source: sethmlarson.dev

Diátaxis

Diátaxis¶ A systematic approach to technical documentation authoring. Diátaxis is a way of thinking about and doing documentation. It prescribes approaches to content, architecture and form that emerg...

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Source: diataxis.fr

Gadget Review: HIKMICRO D02 Thermal Camera ★★★★★

The good folks at Hikmicro have sent me their D02 Infrared Camera to review. It's part of their "Eco" series of thermal imagers - designed to be easy to use around the home and relatively cheap. Despi...

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Source: shkspr.mobi

How to Uninstall WordPress from cPanel (Without Leaving Anything Behind)

If you installed WordPress through Softaculous, removing it takes three clicks: cPanel → Softaculous → Installations → the remove icon, with all three boxes checked. If you installed it manually, or S...

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Source: copahost.com