FreeCAD in your browserIt started with a Hacker News thread: LibreCAD, the whole Qt desktop application, compiled to WebAssembly and running in a tab.

Needs a recent Chromium-based browser (Chrome/Edge 137+): the port relies on WebAssembly JSPI, which Firefox and Safari don’t ship yet.

There is no dlopen in a wasm module, so every module is statically linked and registered on the interpreter’s inittab with PyImport_AppendInittab before Py_Initialize .

6 · PySide6 on WebAssembly (the part nobody had done)A FreeCAD without Python workbenches is half a FreeCAD, and Python workbenches build their UI through PySide6 — the Qt bindings — which had never run under wasm.

The FreeCAD source changes a…

The common pitfalls that show up once agent memory is implemented, and how to fix them.

Agent memory strategy deserves the same deliberate design as orchestration.

Why Is Choosing an AI Agent Memory Strategy Important?

A customer support agent, for example, might keep the current ticket in working memory, a customer’s subscription tier in semantic memory, past complaints in episodic memory, and a learned refund-handling routine in procedural memory.

As discussed, working memory, semantic memory, episodic memory, and procedural memory serve different purposes and require different storage and retrieval strategies.

Hollywood union Sag-Aftra described the U-turn as a "win".

It had previously urged its members and "all Instagram users" to take action to protect their likeness stating that there had been an "utter miscalculation of public sentiment regarding the obvious dangers and harms inherent in such use".

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PROVIDENCE, R.I. [Brown University] — Brown University chemists have provided direct evidence that upends the textbook explanation of how triple chemical bonds work in heavy elements.

The textbook picture of triple bonding involves two different types of bonds: one sigma bond and two pi bonds.

The two pi bonds are somewhat weaker, “side-by-side” bonds that wrap around the sigma bond.

“The boundary between a sigma bond and a pi bond is now sort of smeared,” Wang said.

“Maybe this will become the new textbook idea as we are dealing with more and more heavy chemistry of the heavy elements,” Wang said.

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We are looking for a Senior or Staff SDK Engineer to own how Moss ships across every developer surface: JavaScript/TypeScript, Python, Swift, Android, Elixir, C, and the Rust core they all bind to.

What you'll doOwn the architecture and evolution of Moss SDKs across multiple programming languages and platforms.

Help shape how developers experience Moss from the first npm install to production deployment.

Improve developer experience, reliability, or performance in meaningful ways, such as reducing startup latency, binary size, or integration complexity.

Why this role mattersMoss is becoming infrastructure that sits directly in the critical path of real-time AI systems.

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The lineup, twelve strong: the new GPT-5.6 Sol, GPT-5.6 Terra, and GPT-5.6 Luna; Meta's Muse Spark 1.1; Grok 4.5, GPT-5.5, Claude Opus 4.8, and Claude Fable 5; plus the open-weights crew: Qwen 3.7 Plus, DeepSeek V4 Pro, Kimi K2.6, and GLM-5.2.

Muse Spark 1.1 5/5 #5 $0.33 94s Pretty good overall with no glaring issues, on par with Grok 4.5.

Grok 4.5 Claude Opus 4.8 GPT-5.5 Qwen 3.7 PlusKimi K2.6 Claude Fable 5 DeepSeek V4 Pro GLM-5.2GPT-5.6 Sol GPT-5.6 Terra GPT-5.6 Luna Muse Spark 1.1Personally, Claude Fable does a great job with the SVG rendering.

See Grok 4.5 vs Opus 4.8 and Grok 4.5 vs GPT-5.5.

See Grok 4.5 vs Opus 4.8 and Grok 4.5 vs GPT-5.5.

Apple has filed a lawsuit against OpenAI today, accusing the company of trade secret theft.

Specifically, Apple alleges that its former employees have stolen trade secrets “for the benefit of OpenAI.”“This case is about Apple’s former employees stealing Apple’s trade secrets for the benefit of OpenAI.

OpenAI’s hardware efforts are being led by Jony Ive, Apple’s former chief design officer.

When interviewing Apple employees for jobs at OpenAI, Mr. Tan uses Apple’s confidential information to gain access to even more insider knowledge.

Today’s filing says that there are over 400 former Apple employees now working at OpenAI.

IonStack part II: GhostLock, a stack-UAF that has existed in ALL Linux distributions for 15 yearsIonStack part II: GhostLock, a stack-UAF that has existed in ALL Linux distributions for 15 yearsIonStack part II: GhostLock, a stack-UAF that has existed in ALL Linux distributions for 15 yearsNeed something less technical?

Vulnerability SummaryGhostLock (CVE-2026-43499) lets an unprivileged local attacker:Get a dangling kernel pointer to kernel stack memory with only regular threading syscalls.

The catch is where the freed object lives on the kernel stack (stack-UAF if we call ret out of the futex syscall a “free”).

Triggering the stack-UAF Staging the three-futex cycle leaves the waiter task …

Hi Everyone -Firstly, I want to give my thanks to the Gemini team for providing access to such great models.

We have some very specific workflows that rely on Gemini 2.5 Flash.

Our internal benchmarks show that Gemini 3 flash does not perform as well (even after attempting to tweak prompting following the new prompting guidelines and other changes).

I am sure there are others with the same experience as well, and there is no easy switch.

It would be extremely appreciated if 2.5 flash was not discontinued.

Residential proxiesAs was described last year, scraper attacks come from a huge number of sources across the net.

There are a few different (on the surface, at least) types of operator running residential-proxy networks to attack web sites.

Every phone or other device that makes use of this VPN becomes yet another endpoint that will be used to attack web sites.

What isn't clear is who is using the residential proxies; somebody is paying them to run these attacks on web sites.

For the time being, that action would, indeed, seem to have succeeded in reducing the level of scraper attacks somewhat.

I personally believe that the business model of ad-driven social media platforms such as Meta is deeply broken.

This is their entire business model, and they have investors to satisfy.

As a result, they may not be sufficiently in touch with — or reflective about — the real impact their business model has on the world.

I believe this business model has been taken too far.

This is a sad example of capitalism gone wrong.

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He was inviting them to join a new mission of exploration: the deliberate control of matter at the atomic scale.

It was learning how to process the material at scale.” Intel provides a clear illustration.

Simulation and digital twins can provide guidance but not reach the last-mile fidelity of a real material.

Null and negative results, which carry real information, are routinely thrown away.

We must learn to navigate what we found and bring it back up, from atom to scale.

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New York would be the first US city to implement such a ban.

The current situation creates “a scenario where rather than competing on price, companies are competing on their ability to hide the true price.

Bans on junk fees and subscription traps are generally popular with consumers, but have been fought aggressively by industry groups.

The subscription rule could save New Yorkers alone as much as $162.5m per year, the Roosevelt Institute thinktank estimates.

While the subscription rule would only apply to New York City residents, the proposed junk fee rule affects companies such as hotels and rental car agencies that cater to visitors.

FilterEmpire bordersReconstructedApproximateDashed lines mark empires whose extent we can date but whose borders are contested in the literature.

When it comes to satellite internet, Starlink has no real competition.

If so, you'll love that its parent company, SpaceX, has applied to the Federal Communications Commission (FCC) for permission to launch 100,000 third-generation (Gen3) Starlink satellites.

SpaceX's Gen3 filingIn its FCC application, SpaceX seeks authority to deploy a Gen3 Starlink system in very low Earth orbit (LEO).

In the meantime, Falcon Heavy rockets would be able to launch sufficient Gen3 satellites to deliver the service.

Gen3, SpaceX promises, will drop that to below 20 ms.Starlink rivalsStarlink's highest residential rate is now $130 a month.

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The European Union is ramping up pressure on Meta to make big changes to Facebook and Instagram after the European Commission preliminarily found that features like autoplay, infinite scroll, and highly personalized content recommendations were addictive.

On Thursday, the EC said its investigation indicated that “Meta did not adequately assess the risks of its addictive design on the physical and mental wellbeing of users, including minors and vulnerable adults.”“These features fuel the user’s urge to keep scrolling and shift the brain into ‘autopilot mode,’ contributing to unhealthy habits and compulsive use,” the commission said.

Over the next few months, Meta will have an opportunity to …

[QGIS-Developer] anyone else get a vague github shakedown notice?

A few days ago I got email, purporting to be from github, delivered via sendgrid, and DKIM signed from github.

Trimming parts that aren't useful enough for anyone to read: You're receiving this because your organization is using the GitHub Code Quality public preview.

You are receiving this because you’re a part of GitHub Sponsors.

I wonder: - is qgis using "Code Quality" and somehow because I have a clone, have filed issues/etc.

Then James Cameron came to ILM with The Abyss and from there we went on to Terminator 2.

Eric Enderton: It was a really rare situation where you knew the film was going to be big.

My other favourite one is a very slow, full-face turnaround of the T-1000 going from Sarah Connor back to his male character.

And realistic animals are really, really hard.

We all knew the film was going to be huge, both as a movie and as a VFX milestone.

Now the snails have upped their tough-guy street cred with help from engineers based in the U.K., who discovered that these snails’ teeth are made of the strongest natural material out there.

But when tested, the tooth material was, on average, about five times stronger than most spider silk, reports BBC News.

This makes it the strongest natural material on Earth.

If you're looking for the strongest overall material on Earth, diamond is a good guess, but again, man-made nano-materials beat it.

But while diamonds are made only of carbon, wurtzite boron nitrate also contains (as its name suggests) boron and nitrogen.

Cpp2RustCpp2Rust translates C++ to fully safe Rust automatically.

Cpp2Rust's algorithm is described in the paper Cpp2Rust: Automatic Translation of C++ to Safe Rust published at PLDI 2026.

By default the reference counting model is used, which produces fully safe Rust.

Runtime library ( libcc2rs )The generated code relies on a runtime library designed to simplify the translation process.

To generate unsafe Rust instead:./build/cpp2rust/cpp2rust --file= < file > .cpp -o= < file > .rs --model=unsafeMinimal example.

Residential proxiesAs was described last year, scraper attacks come from a huge number of sources across the net.

There are a few different (on the surface, at least) types of operator running residential-proxy networks to attack web sites.

Every phone or other device that makes use of this VPN becomes yet another endpoint that will be used to attack web sites.

What isn't clear is who is using the residential proxies; somebody is paying them to run these attacks on web sites.

For the time being, that action would, indeed, seem to have succeeded in reducing the level of scraper attacks somewhat.

The problem is that dailyprog runs user-submitted code inside isolated-vm , not in the main browser thread.

instance ) instance = new WebAssembly .

Instance ( mod , imports ); memory = instance .

The browser runner is a 130-line module ( go-runtime.mjs ) that fetches the WASM, implements the same WASI shims, and exposes runGo(source, onLine) .

Every language added to dailyprog after this that needs a WASM runtime should target WASI.

deb/rpm packages for the in-house application: the app is built into an OS package and installed by the system package manager, and releasing goes through the same gate as a kernel update.

Terraform modules from a private registry: infrastructure is packaged as versioned modules that application teams consume like any other dependency.

The infra team built an interface so application teams would stop paging them, and now gets paged about the interface.

peerDependencies: the package declares a version constraint on a dependency its host must provide, without shipping anything to satisfy it.

A framework team issuing policy to application teams: you will be on React 18, we will check, satisfyi…

pgrust targets compatibility with Postgres 18.3 and matches Postgres's expected output across more than 46,000 regression queries.

pgrust is disk compatible with Postgres and can boot from an existing Postgres 18.3 data directory.

The goal is to make Postgres easier to change from the inside: keep the behavior Postgres-shaped, keep the real Postgres tests as the oracle, and use Rust plus AI-assisted programming to explore deeper server changes.

Existing Postgres extensions and procedural language extensions such as PL/Python, PL/Perl, and PL/Tcl are not generally compatible yet.

It needs a Postgres 18 psql client on PATH ; if psql is somewhere else, set PGRUST_PSQL=/path/to/psql .

This blog post is a report from the trenches, showing how a performance regression of the MPI stack on Slingshot interconnects was identified.

No automated performance regression testing was in place for this interconnect, primarily due to difficulties accessing hardware that would allow us to do that.

And so, the inevitable happened: a performance regression struck.

As for tracking MPI stack performance, we are looking forward to setting up a publicly accessible dashboard tracking Open MPI performance on supported interconnects using the Intel or OSU micro-benchmarks.

AcknowledgmentsMany thanks to the colleagues at CINES who provided guidance on the initial investigation of this performan…

Running 1000 tests in 1stl;dr: Most code doesn't require the amount of test isolation modern test runners apply by default.

If you only opt into the amount of isolations you need, you can easily run 1000 tests in 1s.

Many newer web developers have never experienced a fast test suite that runs in 1s.

When can visualize the cost of isolating across test runners, by running a simple addition test and measuring their time.

But then again I'd happily deal with its oddities, when it allows me to run a 1000 tests in 1s.

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After 7 years in production, Scarf has reluctantly moved away from HaskellAvi Press | July 10, 2026—Disclaimer This has been a hard post to write.

I care enough about Haskell to be honest about why Scarf has reluctantly moved away from it, in hopes it sways people in the community to take this feedback seriously.

We put Haskell through a serious production test, and many of its promises held up.

New API routes go into Python, existing Haskell code keeps running, and over time the new server becomes the main path and our Haskell footprint will shrink.

If Haskell wants to be great in the AI era, it needs to optimize for that world on purpose.

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Feel free to tell what you plan on doing this weekend and even ask for help or feedback.

Please keep in mind it’s more than OK to do nothing at all too!

Maxwell Zeff / Wired:

OpenAI's head of safety, Johannes Heidecke, is leaving as OpenAI integrates its research and safety teams; Mia Glaese will become VP of research and safety — Johannes Heidecke's departure comes as OpenAI tries to further integrate its research and safety teams.

Thinking Machines Lab:

Thinking Machines says its mission is to build AI that people and organizations can shape and make their own, and that “extends human will and judgment” — The mission of Thinking Machines is to build AI that extends human will and judgment. — Artificial intelligence …

Reuters:

SK Hynix CEO Kwak Noh-Jung says the memory industry is heading for its worst-ever supply shortage in 2027 and demand will outstrip supply beyond 2030 — SK Hynix (000660.KS) Chief Executive Kwak Noh-jung said the global memory industry is heading for its worst-ever supply shortage in 2027 …

Corbin Bolies / Variety:

Meta says it will discontinue a feature that allowed users to generate images in Meta AI using public Instagram accounts, following days of criticism — Meta said it will discontinue an AI feature that allowed users to generate images using public Instagram accounts following days of criticism …

Marcus Mendes / 9to5Mac:

In response to Apple's trade secret theft lawsuit, OpenAI says “we have no interest in other companies' trade secrets” — OpenAI has issued a formal statement in response to Apple's lawsuit accusing the company of trade secret theft. Read it below. — OpenAI denies Apple's allegations

Eric Geller / Cybersecurity Dive:

CISA says weak security controls around the use of public GitHub repos allowed a contractor to accidentally leak private cloud access keys and other credentials — The agency's blog post came as lawmakers pressed the agency for answers. — Weak security controls around the use …

Lucas Ropek / TechCrunch:

Bluesky interim CEO Toni Schneider becomes the company's permanent CEO, four months after succeeding Jay Graber — In March, Bluesky's longtime CEO, Jay Graber, stepped down from that role to become its chief innovation officer. Graber was immediately succeeded by Toni Schneider …

Noam Scheiber / New York Times:

A US NLRB judge rules that Atlassian had illegally fired an employee in 2023 for pushing back against manager layoffs, and orders reinstatement and compensation — A federal labor law judge determined last week that the software maker Atlassian had illegally fired an employee who questioned company policy changes.

Sarah Perez / TechCrunch:

Apple says OpenAI leadership “normalized” misconduct and OpenAI's hardware business is “rotten to its core by its illegal reliance” on stolen trade secrets — Apple filed a lawsuit Friday against OpenAI over allegations of trade secret theft and breach of contract.

Aaron Tilley / The Information:

In its lawsuit, Apple chronicles in vivid detail how its former employees that went to work for OpenAI allegedly violated their confidentiality agreements — Apple sued OpenAI on Friday, accusing the AI startup of stealing Apple trade secrets as part of a “systematic effort” to develop its own AI-powered devices for consumers.

Megan Morrone / Axios:

Apple alleges that a former Apple engineer kept a work-issued Apple laptop and exploited a bug to access Apple's cloud file storage while employed by OpenAI — Apple is suing OpenAI for trade secret theft, alleging the AI giant deliberately and systematically solicited and stole confidential information …

Mark Gurman / Bloomberg:

Apple claims OpenAI recruited 400+ ex-Apple employees, including an iPhone engineer who allegedly downloaded confidential hardware files before joining OpenAI — Apple Inc. sued OpenAI for trade secret theft, accusing the artificial intelligence startup and its hardware chief of engaging …

CNBC:

Apple alleges that Tang Tan, OpenAI's chief hardware officer and a former Apple VP, has directed Apple staffers interviewing at OpenAI to share Apple secrets — Apple on Friday sued OpenAI in federal court in Northern California, alleging trade secret theft, saying that the artificial intelligence lab took …

Chance Miller / 9to5Mac:

Apple sues OpenAI, alleging that ex-Apple employees stole “Apple's trade secrets for the benefit of OpenAI”, and says OpenAI never responded to its concerns — Apple has filed a lawsuit against OpenAI today, accusing the company of trade secret theft.

CNBC:

Source: Greg Brockman will continue to oversee OpenAI's products as the company doesn't plan to hire anyone to replace Fidji Simo after she stepped down — There's a new second-in-command at OpenAI. — Greg Brockman, the company's president, is officially responsible for OpenAI's …

Karen Freifeld / Reuters:

The Department of Commerce loosens export controls to the UAE, letting G42 and US companies like Apple, Meta, and xAI export AI chips to UAE without a license — The U.S. Department of Commerce loosened export controls on the United Arab Emirates on Friday, making it easier to export military items …

Bloomberg:

China drops a numerical target for urban job creation in its five-year plan, the first such omission since the 1990s, amid volatility fueled by AI displacement — China dropped a numerical target for urban job creation over the next five years for the first time in decades …

Sarah Perez / TechCrunch:

Filing: college social app Fizz accuses Maveron's Jerry Lu of giving confidential info to rival Sidechat after he met with Fizz as a potential investor in 2022 — A years-long lawsuit between the college-focused social app Fizz and rival Sidechat over unfair competition practices has taken an interesting turn.

Ina Fried / Axios:

Privacy advocates, CAA, and SAG-AFTRA slam Meta's Muse Image, which lets users create AI images using the likenesses of people with public Instagram accounts — Meta's move to allow user to create AI images using the likenesses of people with public Instagram accounts is drawing criticism …

Bloomberg:

Analysis: Alphabet, Amazon, Meta, Microsoft, and Oracle, the top spenders on new US data centers, collectively added ~$350B in debt over the past five years — The largest builders of artificial intelligence data centers have doubled their debt load in the last five years …

Kif Leswing / CNBC:

SK Hynix opens up 14% at $170 after raising $26.5B in the largest ever US market debut by a foreign company — SK Hynix opened at $170 on the Nasdaq on Friday, rising about 14%, as U.S. investors jumped at the opportunity to get a stake in South Korea's second most valuable company.

Bloomberg:

Phia, a shopping app co-founded by Phoebe Gates that has raised $43.5M, appears to be using fake clicks or “cookie stuffing” to claim affiliate commissions — Phia, an advertising startup co-founded by Phoebe Gates, daughter of billionaire Microsoft Corp. co-founder Bill Gates …

Cristian Dina / The Next Web:

Munich-based QuantumDiamonds, which uses quantum sensors to detect chip defects, raised €91M, including €76M under the European Chips Act — QuantumDiamonds, a spin-out of the Technical University of Munich, has raised €91M to scale a diamond-based tool that spots hidden defects inside advanced chips.

M.G. Siegler / Spyglass:

Like the Claude app it imitates, the new ChatGPT “Super App”, which merges Codex with ChatGPT, is a tangle of toggles and strange UI decisions — Even if it's ultimately the right call, the new Mac app is a mess... I am so confused right now. I mean that literally.

Katherine Sayre / Wall Street Journal:

An RIAA-led coalition representing labels and artists proposes two tags for AI content: one for entirely AI-generated songs and another for “AI-assisted” tracks — An RIAA-led coalition of groups representing music labels and artists says fans want transparency

Cameron Faulkner / The Verge:

Xreal launches $299 A01 Plus AR glasses, weighing just 62 grams and featuring 1080p micro OLED panels with a 120Hz refresh rate and a 50-degree field of view — The A01 Plus are flimsier and have fewer features than the 1S, but they might deliver exactly what you're looking for.

Bundled CLI ( codexbar ) for scripts and CI (including codexbar cost --provider codex , claude , or both for local cost usage); macOS and Linux CLI builds available.)

for scripts and CI (including , , or for local cost usage); macOS and Linux CLI builds available.

Deleting the app prevents a new launch from that bundle, but an already-running CodexBar process can keep requesting Keychain access until it quits.

Codexbar GNOME — GNOME Shell extension that brings CodexBar usage into the desktop panel.

KodexBar — KDE Plasma widget that shows CodexBar usage in the Plasma panel, built on top of the bundled Linux CLI.

Saved searches Use saved searches to filter your results more quicklyWe read every piece of feedback, and take your input very seriously.

Secure your code as you buildCode security Secure your code as you buildYou signed in with another tab or window.

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Reload to refresh your session.

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Machine Learning SystemsPrinciples and Practices of Engineering Artificially Intelligent SystemsEnglish • 中文 • 日本語 • 한국어MissionThe world is rushing to build AI systems.

ML Systems Design Grammar is an experimental framework for reasoning from stable primitives, constraints, and rewrite rules.

What You Will LearnThis textbook teaches you to think at the intersection of machine learning and systems engineering.

Isn't this MLOps, or the same as Designing Machine Learning Systems?

Component License What it means Textbook ( book/ ), Labs ( labs/ ), Kits ( kits/ ), Slides ( slides/ ), Instructors ( instructors/ ) CC-BY-NC-SA 4.0 Share and adapt for non-commercial use, with attribution and same-li…

Claude Code Skills & Plugins — Agent Skills for Every Coding Tool355 production-ready Claude Code skills, plugins, and agent skills for 13 AI coding tools.

Works with: Claude Code · OpenAI Codex · Gemini CLI · OpenClaw · Hermes Agent1 · Mistral Vibe2 · Cursor · Aider · Windsurf · Kilo Code · OpenCode · Augment · Antigravity5,200+ GitHub stars — the most comprehensive open-source Claude Code skills & agent plugins library.

What Are Claude Code Skills & Agent Plugins?

Claude Code skills (also called agent skills or coding agent plugins) are modular instruction packages that give AI coding agents domain expertise they don't have out of the box.

Works natively as Claude Code plugins, Codex agen…

Frames + transcript are handed to Claude.

Mode Engine Frames Cap Extraction time Temporal coverage Est.

transcript skips frames (transcript only); efficient uses fast keyframes (cap 50); balanced uses scene-aware frames (cap 100); token-burner is scene-aware and uncapped.

skips frames (transcript only); uses fast keyframes (cap 50); uses scene-aware frames (cap 100); is scene-aware and uncapped.

--max-frames N — lower the frame cap for a tighter token budget.

AstryxAn open source design system that's fully customizable and built for how we build now — by people and the agents working alongside them.

A theme is a set of CSS custom property overrides, so a designer can make Astryx unmistakably theirs without forking or wrapping component source.

A theme is a set of CSS custom property overrides, so a designer can make Astryx unmistakably theirs without forking or wrapping component source.

For reliable CLI access, add a script to your package.json :"scripts" : { "astryx" : " node node_modules/@astryxdesign/cli/bin/astryx.mjs " }Then use it as npm run astryx -- component --list .

Project StructureDirectory Purpose apps/ Example apps, the docsite, a…

CubeSandboxInstant, Concurrent, Secure & Lightweight Sandbox Service for AI Agents中文文档 · Quick Start · Documentation · Changelog · X(Twitter)Cube Sandbox is a high-performance, out-of-the-box secure sandbox service built on RustVMM and KVM.

It is compatible with the E2B SDK and can create a hardware-isolated, fully serviceable sandbox in under 60ms with less than 5MB of memory overhead.

Memory overhead measured with sandbox specs ≤ 32GB.

Sub-150ms sandbox delivery under both single and high-concurrency workloads CubeSandbox base memory footprint across various instance sizes(*Blue: Sandbox specifications; Orange: Base memory overhead).

The guide walks you through everything in four steps — …

Fork it, fill in your profile, and let Claude evaluate job postings, tailor your CV, write cover letters, and prepare you for interviews.

PrerequisitesClaude Code (CLI)Python 3.10+Bun (for Danish job search CLI tools)LaTeX distribution with lualatex and xelatex : TeX Live or MiKTeX.

The CV compiles with (pdflatex often fails on modern MiKTeX installs with font-expansion errors); the cover letter compiles with because requires .

It archives the submitted CV, cover letter, and posting text into documents/applications/_/ , keeps outcome.md in the format /setup Path A parses, and updates the tracker.

It archives the submitted CV, cover letter, and posting text into , keeps in the format Path A …

Before / After🗣️ Normal agent — 69 tokens Caveman agent — 19 tokens The reason your React component is re-rendering is likely because you're creating a new object reference on each render cycle.

┌────────────────────────────────────────────┐ │ output tokens saved █████████ 65% │ │ input tokens saved ░░░░░░░░░ 0% │ │ technical accuracy █████████ 100% │ │ vibes █████████ OOG │ └────────────────────────────────────────────┘Caveman no make brain smaller.

On Claude Code, Codex, and Gemini it's already on from message one.

Tip On Claude Code the statusline shows [CAVEMAN] ⛏ 12.4k — that's your lifetime tokens saved, updated on every /caveman-stats .

On Claude Code, a hook writes a tiny flag file …

High performance self-hosted photo and video management solutionCatalà Español Français Italiano 日本語 한국어 Deutsch Nederlands Türkçe 简体中文 正體中文 Українська Русский Português Brasileiro Svenska العربية Tiếng Việt ภาษาไทย മലയാളംWarning ⚠️ Always follow 3-2-1 backup plan for your precious photos and videos!

Note You can find the main documentation, including installation guides, at https://immich.app/.

LinksDemoAccess the demo here.

For the mobile app, you can use https://demo.immich.app for the Server Endpoint URL .

Repository activityStar history

Speech To Speech: Build voice agents with open-source modelsA low-latency, fully modular voice-agent pipeline: VAD -> STT -> LLM -> TTS, exposed through an OpenAI Realtime-compatible WebSocket API.

Run ModesMode Transport Use it when realtime (default) WebSocket, OpenAI Realtime protocol at /v1/realtime You are building an app or device against a standard voice API.

Sets --mode local .

The examples below pair Parakeet TDT for local STT and Qwen3-TTS for local TTS with different LLM backends.

STT, LLM, and TTS Parametersmodel_name , torch_dtype , and device are exposed for each STT, LLM, and TTS implementation.

Fluid Intelligence adds a fully local, private AI layer for users who want on-device enhancement without sending data anywhere.

Pick the model that fits your language and latency needs— Nemotron Speech 3.5, Parakeet Flash, Parakeet TDT v3 & v2, Cohere Transcribe, Apple Speech, and Whisper.

Everything is optional Everything is Optional — AI enhancement, Fluid Intelligence, audio history, analytics, and beta builds are all opt-in.

Apple Speech LanguagesSystem language support depends on the macOS speech recognition languages available on your machine.

(Optional) Enable Fluid Intelligence — download the local AI model during onboarding for on-device dictation enhancement.

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My Thoughts on the Bun Rust RewriteContext: Rewriting Bun in RustHistoryWhen Jarred joined the Zig community about 5 years ago, I described him as someone who had strong "beginner energy".

JavaScript being the most popular programming language in the world, there are a lot of potential eyeballs on a promising new toolchain.

For a moment, I feared Zig's identity would become known colloquially as a programming language associated with AI.

The blog post outlines a bunch of engineering work done to reduce binary size, to better make the case that "Bun is better in Rust".

The main issue here was the relationship breakdown, as I've outlined above, nothing to do with programming language features.

How do we keep Bun in Rust the same Bun as before, with the same architecture, performance, and feature-set while also getting the language features of Rust like the borrow checker?

I rewrote Bun in Rust using about 50 dynamic workflows in Claude Code run continuously over the course of 11 days.

✻ claude code · dynamic workflow buildkite · the race to green, by platform Windows finished last · May 11, 6:23 AM PDT 6 / 6 platforms green ▶ replay the race build #54202 · Thu, May 14, 12:23 AM PDT May 8 May 9 May 10 May 11 May 12 May 13 May 14 macOS x64 · 2 shards build #52897: shard failures build #52932: shard failures build #52934: shard failures build #52938: shard failures build #52944: sha…

Dozens of students in the class likely used artificial intelligence to cheat and earn perfect or near-perfect scores on their midterm, he said.

“That is, if the distribution of the final exam is roughly similar to the distribution of the midterm, I will count the midterm.

Previously, the average final exam score had never dropped below 65 percent.

In a follow-up message to students, Serrano announced the midterm was void and the final exam would be worth 80 percent of the students’ final grade.

Three-quarters of Brown professors said they are concerned about students using AI to cheat, according to feedback from 105 faculty members.

They don’t need to use generative AI to cheat on exams; they could just learn the material.

Record scoresA recent survey of Princeton students found that 29.9 percent admitted to cheating with AI on at least one exam or assignment.

And we know all this because the blind economics professor at the center of it all, Roberto Serrano, is not letting it go.

Credit: Getty Images Roberto Serrano receiving an award from the King of Spain in 2025.

The results of the midterm exam, which was administered on March 5, were extraordinary, with an average score of 96 out of 100.

Amazon, without the knockoffs .

Knockoff filters the trademark-squat pseudo-brands (the SZHLUXes and HORUSDYs) out of your search results, so what's left is brands with a reputation to lose.

Also on Firefox.Also on Chrome.

Free, fair source (FSL), no accounts, no tracking.

Works on every Amazon marketplace.

Bona Books accidentally bought an AI story.

Bona Books is dedicated to promoting human authors, and will never tolerate AI- g enerated work.

Since June 2025, the team at Bona Books have been ploughing our energies into our sophomore release: Wrath Month.

*An EpidemicPurely out of interest, we reviewed the unsuccessful stories on the Wrath Month shortlist—and found there was another.

On this front, even Wrath Month cannot contain the fury we feel at the prospect of having been conned.

FREE TOOLMermaid Live EditorDraw diagrams here - connect GitHub when you want Moxie to generate them from your repo.

Live preview, instant SVG/PNG export, and shareable links in your browser.

When you connect a repository, Moxie generates architecture diagrams from source and refreshes them on every merge.

We write emails so the reader can understand the point in seconds, decide quickly, and forward the message without extra explanation.

One email should do one jobAn email should mainly do one thing: ask, decide, update, escalate, or confirm.

Write for forwardingThe email should still make sense if someone forwards it to another person with no extra context.

Subject lines help triageThe subject line should help the reader triage the email fast.

When not to use emailDo not use email for long back and forth, unresolved debate, or high emotion.

Watch VideosDAVID ALBERT opens with strange experiments on electrons, builds up to the measurement problem, and ends on attempts to solve the deepest question posed by quantum mechanics: can science describe reality at all?

Jump anywhere with fuzzy folder search, hover to preview without opening, and browse two folders side by side.

Custom type filters let you define your own named file categories.

Choose from preset categories like Images, PDFs, Videos, and Documents, or define your own custom filters by file extension.

WhimFiles lets you browse two drives side by side in dual pane, filter by file type to see only videos or only audio, see file sizes at a glance to manage storage, and use custom filters to show only the formats you care about.

Dual pane browses two drives simultaneouslyFilter by Videos, Audio, or custom file type filtersSee file and folder sizes instantlyRecursive search finds anything across…

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You’d Limewire Dave Matthew’s songs and eat raw cookie dough - you didn’t know calories existed then (or salmonella).

You’d come home to check your away messages on AOL, checking to see if your crush wrote you (he didn’t).

It’s neat and tidy, really - everything that’s interesting happens to you through the confines of a 4x6 rectangle.

Growing up, you had very specific dreams: by 50 you would be a bilingual marketing executive CEO entrepreneur, wearing lingerie and weighing your oatmeal (you really, really loved the opening scene of Devil Wears Prada).

You are able to refinish a hardwood floor, you garnish your meals (at the dinner parties you host for your gaggle of equally gorgeous and in…

Coder.com – Secure environments where devs and agents work in parallel.

WorkOS – Auth for CLI with AuthKit from WorkOS — Bring secure browser-based login to your terminal apps using the OAuth Device Flow, with the same polished AuthKit experience plus SSO, MFA, and passkeys.

Learn more at WorkOS.com and AuthKit.comNotion – Custom Agents that automate the busywork so your team can focus on real work.

Try them free at notion.com/changelogFly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Check out the speedrun to get started in minutes.

Coder.com – Secure environments where devs and agents work in parallel.

Tailscale – Adam loves Tailscale!

Tailscale deploys quickly and enables Zero Trust access to any resource on your network.

From CI/CD runners across multi-cloud environments, to SaaS tools and infrastructure, Tailscale connects it all, seamlessly.

When agents help developers write code in minutes, validation becomes your bottleneck.

Coder.com – Secure environments where devs and agents work in parallel.

Tailscale – Adam loves Tailscale!

Tailscale deploys quickly and enables Zero Trust access to any resource on your network.

From CI/CD runners across multi-cloud environments, to SaaS tools and infrastructure, Tailscale connects it all, seamlessly.

When agents help developers write code in minutes, validation becomes your bottleneck.

Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

WorkOS – Auth for CLI with AuthKit from WorkOS — Bring secure browser-based login to your terminal apps using the OAuth Device Flow, with the same polished AuthKit experience plus SSO, MFA, and passkeys.

Get an exclusive offer: up to 22% off NordLayer yearly plans plus 10% on top with the coupon code changelog-10-NORDLAYER .

When agents help developers write code in minutes, validation becomes your bottleneck.

RWX gives agents programmatic control, sub-second cached builds, and semantic outputs they can act on.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant Wire…

Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

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Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

Augment Code – Adam loves “Auggie” – Augment Code’s CLI that brings Augment’s context engine and powerful AI reasoning anywhere your code goes.

From building alongside you in the terminal to any part of your development workflow.

Squarespace – Turn your expertise into a business with the all-in-one platform for websites, services, and getting paid.

Use code CHANGELOG to save 10% on your first website purchase.

Notion – Custom Agents that automate the busywork so your team can focus on real work.

Augment Code – Adam loves “Auggie” – Augment Code’s CLI that brings Augment’s context engine and powerful AI reasoning anywhere your code goes.

From building alongside you in the terminal to any part of your development workflow.

Squarespace – Turn your expertise into a business with the all-in-one platform for websites, services, and getting paid.

Use code CHANGELOG to save 10% on your first website purchase.

Notion – Custom Agents that automate the busywork so your team can focus on real work.

Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

Steve Ruiz joins us for a deep-dive on tldraw (a very good free whiteboard) and the business he’s built selling SDKs that help others build very good whiteboards (and more) with tldraw’s high-performance web canvas.

Along the way, we discuss the excitement/fear we share about keeping our agents busy, how SDK and infra companies are affected differently by agentic software than SaaS companies, how Steve is approaching the coming era of internal tooling, what will happen when we equip LLMs with an infinite canvas, and more.

Changelog News!

The software newsletter that's also a podcastThe software world moves fast... keep up the easy way!

Let us track changes & Jerod will let you know what's up each Monday.

Namespace – Speed up your development and testing workflows using your existing tools.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

Namespace – Speed up your development and testing workflows using your existing tools.

(Much) faster GitHub actions, Docker builds, and more.

Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

Fly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

Check out the speedrun to get started in minutes.

Now, Red Hat is offering Red Hat Enterprise Linux (RHEL) Long-Life Add-On, aka "RHEL Forever."

New add-on promises multi-decade RHELThis new offering comes only months after Red Hat introduced the RHEL 14‑year Extended Life Cycle, Long-Life Add-On at the 2026 Red Hat Summit.

It seems this wasn't long enough for some customers, so the RHEL Forever, which sits on top of the company's existing RHEL Premium subscription, will now let you run RHEL for forever and a day.

Also: IBM and Red Hat launch Lightwell to defend open-source code from AI attacksBy decoupling support from the calendar, Red Hat argues that RHEL Forever enables IT teams to synchronize modernization with business milestones rat…

It could mean faster internet for rural customers, but not everyone is happy.

The Bowers & Wilkins Px8 S2 headphones are luxurious, too -- and arguably more so -- but they also have the benefit of Bowers & Wilkins' hi-fi pedigree.

SpecificationsSony 1000X The Collexion Bowers & Wilkins Px8 S2 Wired connectivity 3.5mm jack USB-C; 3.5mm jack Codec support SBC; AAC; LDAC; LC3 SBC; AAC; aptX Classic, Adaptive, Lossless, HD Weight 320g 310g Foldable?

Also: Sony WH-1000XM6 vs Bowers & Wilkins Px8 S2: How I'd justify spending $300 more for headphonesThat said, there's an argument that Sony's list of features is overkill.

You should buy the Bowers & Wilkins Px8 S2 if...Jada Jones/ZDNET1.

Again, though, I still love the Bowers & Wilkins Px8 S2, and certainly wouldn't steer cl…

I've been a dedicated Google Drive user for years.

Also: How I saved myself $1200 a year in cloud storage - in 5 sobering stepsWhen I started seeking out alternatives, I wondered why I hadn't looked elsewhere before.

What makes Nextcloud better than Google Drive?

If you're familiar with Google Drive or OneDrive, it's going to look and work exactly like the storage you're used to.

This is a scenario where the standard 3-2-1 storage rules apply -- three storage locations (two additional backups), two different types (a local drive and cloud), and one off-site storage.

There are lessons to learn from the last decade's tech job push.

When Rider Rodriguez founded Code Louisville 13 years ago, he imagined the tech skills program would eventually go away -- but not like this.

"We had an under-representation, relatively speaking, for those good-paying [tech] jobs," Rodriguez told ZDNET, explaining that the thinking was, "Why not us?

It was one of many programs across the country created to fast-track Americans into well-paying tech jobs as demand quickly increased.

The program has been emphasizing how these tech skills can be complementary in other fields.

3M Command strips are incredibly useful, if you use them right. These tips can turn 'it fell off the wall' into 'it's still there' years later.

We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites.

And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing.

When you click through from our site to a retailer and buy a product or service, we may earn affiliate commissions.

Neither ZDNET nor the author are compensated for these independent reviews.

Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards.

Sort by AllThe best VPS hosting services of 2026Show less Ionos View now at Ionos Ionos is my top choice for VPS hosting in 2026, as it balances price, customization, and security, making it a solid option for businesses and individuals of many sizes.

Show moreHow we test VPS hosting services When we test VPS hosting services, we like to dive in and really get a feel for how they work.

VPS hosting FAQs What is VPS hosting?

Also: The best cloud hosting services: Expert tested Show more How does VPS hosting differ from shared and dedicated hosting?

Also: Best free web hosting Keep in mind that free VPS hosting also often lacks the support and reliability you'd get with paid services.

I tested the top HDMI cables from leading brands to find the most dependable options for clear audio and video.

What we like about it: The Oura Ring 5 has one thing every other smart ring on this list doesn't: a thin, discreet build.

It finally feels like a ring -- not a smart ring.

The Oura Ring 5 starts at $399, $50 more than the Oura Ring 4.

Ther are more affordable and subscription-free options like RingConn's smart ring or the Samsung Galaxy Ring.

In addition, the Oura Ring 4 price will inevitably get cut now that the fifth-generation has hit the market.

Also: Google's Fitbit Air is a $99 screenless wearable that I can actually take seriouslyI tested this out on the Fitbit Air, one of the fitness world's bigger releases of the year.

Polar H10 heart rate graph: Running Nina Raemont/ZDNETFitbit Air heart rate graph: Running Nina Raemont/ZDNETPolar H10 Chest Strap Fitbit Air Absolute Difference % Difference Calories burned 143 kcal 126 kcal -17 kcal -11.90% Avg.

heart rate 151 bpm 150 bpm -1 bpm -0.70%The heart rate metrics performed swimmingly with under 2.5% error.

heart rate 151 bpm 134 bpm -17 bpm -11.3In both exercises, the minimum and average heart rate datapoints are the most accurate.

Despite the strength training's maximum heart rate …

Once fixed, I enjoyed an OS that was cleaner and simplier than Windows 11.

Back in 2023, Microsoft announced it would formally end support for Windows 10, seemingly to push more users onto Windows 11.

Some users have made the jump to Windows 11 while others opted to extend the life of the OS through third-party services like 0patch.

But as Microsoft steers users toward Windows 11, Linux has started to look less gimmicky and more like a legitimate escape route.

Windows 11 still has clear advantages in software compatibility and the tools I rely on for work.

Key among the announcements are three new models: GPT-5.6 Sol, Terra, and Luna.

ChatGPT Work allows the AI to access your desktop and browser and perform tasks for you.

ChatGPT WorkAnd then there's ChatGPT Work, OpenAI's agentic desktop productivity tool.

Screenshot by David Gewirtz/ZDNETIt's a definitely powerful example of what ChatGPT Work can do, but I have trust issues at this level of delegation.

From the announcement, it wasn't clear whether ChatGPT Work will be folded into the newly combined ChatGPT/Codex app.

With Live, ChatGPT can speak and listen to you at the same time.

While you're talking, the AI model shows that it's paying attention by sneaking in phrases like "Yeah" or "Mhmm."

GPT‑Live‑1 is the default model for ChatGPT Voice for Go, Plus, and Pro users.

You can try Live Voice on the ChatGPT website, the ChatGPT Windows app, and the iOS and Android mobile apps.

To kick off a voice conversation, select the voice icon to the right of the prompt.

Upgrade your home theater with a big-screen Insignia F50 for less than $400 right now at Best Buy.

CISA said it "missed" an opportunity to get ahead of the security incident by not creating a response plan ahead of time.

Phia, the shopping startup founded by Bill Gates’ daughter, Phoebe, and her friend, Sophia Kianni, is under fire for a practice known as “cookie stuffing,” which helped the product receive commissions and credit for sales it did not actually generate, per a Bloomberg investigation.

Meta told Dylan Byers, of Puck News, that it had nixed the feature after backlash from its user base.

Schneider, who formerly served as the CEO of Automattic and is a partner at True Ventures, says he is "all in" on the unconventional social media platform.

Apple alleges the misconduct was directed by OpenAi's senior leadership, including a long-time former employee.

Fizz has expanded its lawsuit against rival Sidechat, alleging that a Maveron VC shared its confidential information obtained during a fundraising meeting with the competing startup.

The AI chip boom just produced its biggest Wall Street moment yet. Now SK Hynix and Samsung are being asked to build U.S. factories.

HyperTexting's new app aims to make the open web feel more like social media by turning websites, blogs, newsletters, and podcasts into a scrollable feed, while also making it easier to post to your own website.

China's state-owned space company recovered its first orbital rocket booster after launch.

The launch of free content would allow Disney+ to better compete with free services like YouTube and Tubi, which are capturing a growing share of consumers’ viewing time.

Dumb Co sells flip phones that sync to your smartphone, bridging the infinite connectivity of the iPhone and the unrealistic limitations of an early 2000s relic.

The new startup raised $300 million co-led by ARCH Venture Partners, Spark Capital, and Khosla Ventures.

Amid signs of slowing engagement, Netflix is reportedly considering launching "always-on" live channels, giving subscribers something to tune into 24/7.

The tech giant is in breach of the Digital Services Act by focusing on features like infinite scroll, autoplay, push notifications, and the highly personalized recommendation algorithms, the European Commission said.

A third ransomware negotiator has been jailed for helping a notorious ransomware group extort American victim companies into paying the hackers.

Longtime Slashdot reader schwit1 shares a report from Inside Higher Ed: For the first time since he started teaching Welfare Economics and Social Choice Theory nearly two decades ago, Brown University economics professor Roberto Serrano gave his students a take-home midterm this spring. Quite a few students had expressed anxiety about being in a classroom after a gunman killed two students and injured nine in a December mass shooting at Brown, and so "it was appropriate," he said, to allow students to take their exams at home. But by the end of the semester, Serrano regretted the decision. Dozens of students in the class likely used artificial intelligence to cheat and earn perfect or near-…

Dutch intelligence agencies say Russian hackers have been hijacking unsecured internet-connected cameras, including likely doorbell and security cameras, to spy on NATO military bases and transport routes used to move weapons to Ukraine. "Organisations with IP [internet protocol] cameras on these routes have now been warned so that they could take action," said the AIVD domestic security and MIVD military intelligence agencies. Targeted NATO member states include the Netherlands and Ukraine. The Telegraph reports: While the intelligence agencies did not specify the type of cameras hacked, the doorbell systems are frequently used by people to monitor their property from mobile phones. Hacker…

NHTSA is ordering autonomous vehicle developers to explain by the end of the month how they will stop driverless cars from interfering with police, firefighters, and paramedics. TechCrunch reports: [NHTSA Administrator Jonathan Morrison] noted in the letter (PDF) that the agency has "identified a clear pattern of driverless AVs interfering with law enforcement and other first responders," citing instances in which these vehicles drove into active emergency scenes, blocked the paths of ambulances and firefighters, or failed to recognize and respond to basic safety conditions like flashing lights, flares, smoke, fire, and traffic cones. The agency has demanded that AV developers present their…

On October 1st, New York City will become the first U.S. city to ban deceptive subscription practices, requiring companies to offer simple cancellation options or face fines of $525 per user subscription, back fees, and additional penalties. The Mamdani administration is also proposing a junk-fee rule requiring sellers, landlords, hotels, and other businesses to "advertise the total price for any good or service, including all mandatory additional charges and fees, up front." The Guardian reports: "People shouldn't have to wait on hold for half an hour or send a certified letter or show up to a store in person in order to cancel" a subscription, said Samuel AA Levine, the city's commissione…

An anonymous reader quotes a report from Ars Technica: The European Union is ramping up pressure on Meta to make big changes to Facebook and Instagram after the European Commission preliminarily found that features like autoplay, infinite scroll, and highly personalized content recommendations were addictive. On Thursday, the EC said its investigation indicated that "Meta did not adequately assess the risks of its addictive design on the physical and mental wellbeing of users, including minors and vulnerable adults." "These features fuel the user's urge to keep scrolling and shift the brain into 'autopilot mode,' contributing to unhealthy habits and compulsive use," the commission said. Ove…

Disney is exploring a free tier for Disney+ that would make some content available without a subscription. According to Nielsen data, the three largest free streamers accounted for 18.7% of watch time on U.S. TVs in April, up from 16.8% a year earlier and 12.7% in April 2024. Business Insider reports: Product and tech chief Adam Smith spoke about enabling free-tier content during a streaming town hall on Thursday afternoon, one staffer said. Smith didn't share a timeline for this initiative or a sense of the scope, this person added. A person familiar with Disney's streaming strategy said these talks are part of an ongoing discussion about concepts to better serve fans. Currently, the Disne…

OpenAI is retiring its ChatGPT Atlas browser less than a year after launch. Going forward, its browsing features will be shifted into a redesigned ChatGPT desktop app that also combines Codex, a built-in browser, and "ChatGPT Work" for acting across apps and files. PCMag reports: OpenAI disclosed Atlas's retirement in a Thursday post introducing a more powerful ChatGPT desktop app, following reports that the company planned on turning it into a "superapp." [...] In a tweet, OpenAI product staff member James Sun added, "The current targeted date for deprecation is 8/9, and we'll share more information in the upcoming days both in-app and via email." The sunsetting means the Windows version o…

An anonymous reader quotes a report from The Register: The European Commission has ended an investigation into possible anticompetitive practices after SAP agreed to abolish reinstatement fees and reduce back-maintenance fees. The move could reduce barriers for customers considering third-party support for products nearing the end of their vendor support terms, including thousands of large businesses that rely on SAP ERP Central Component (ECC) to run their business operations. SAP's mainstream support for ECC ends in December 2027, while customers can opt for extended maintenance until December 2030 by paying an additional two percentage points on their maintenance fees. The most recent fi…

OpenAI's CEO of AGI deployment, Fidji Simo, is stepping down from her full-time role and becoming a part-time adviser after taking extended medical leave for a chronic neuroimmune condition. "Three months ago, I had to go on medical leave after a severe exacerbation of a chronic illness I've lived with for seven years," Simo wrote in a post Thursday on X. "During that time, it became clear that the road to recovery would be much longer and more complex than I had anticipated -- and that I needed to focus on it fully." Wired reports: Simo joined OpenAI's board of directors in March 2024. The following year, CEO Sam Altman hired her to take on the product and business organizations so he coul…

Microsoft plans to disable and remove OWA Light, the lightweight Outlook Web Access client for Exchange Server, in an upcoming update expected in August 2026. The company says retiring the two-decade-old legacy interface will reduce attack surface and engineering complexity, pushing users to the modern Outlook on the web experience instead. BleepingComputer reports: "OWA Light was an important compatibility experience when the web needed it. Today, the full Outlook on the web experience is the right place for us to focus," the Exchange Team said on Wednesday. "Retiring OWA Light will help reduce legacy surface area, simplify ongoing engineering work, and allow us to continue improving the e…

Nobel-winning chemist Omar Yaghi is leaving UC Berkeley for China's Tsinghua University, where he will lead a new AI institute focused on accelerating the discovery of advanced materials. "Last week, Tsinghua University in Beijing welcomed Dr. Yaghi in an appointment ceremony, calling him one of the world's foremost chemists," reports The New York Times. "The university said he saw his new post as an opportunity 'not to slow down, not to repeat what has already been done, but to do science with more energy, more intensity, and more ambition than ever before.'" From the report: Dr. Yaghi was born in Amman, Jordan, to Palestinian refugees whose one-room home lacked electricity and running wat…

An anonymous reader quotes a report from Ars Technica: Humanoid robots have surgically removed the gallbladders from living animals in an unprecedented medical experiment -- but not as autonomous machines capable of replacing human doctors. Instead, skilled human surgeons remotely controlled the robots' movements in a new example of human-robot teamups. The teleoperated humanoid robots completed two minimally invasive surgeries by removing gallbladders from live pigs during a preclinical trial that was published in the journal Nature. If this approach eventually proves clinically ready for human patients, surgeons could use such humanoid robots to remotely perform robotic-assisted surgical …

U.S. lawmakers are probing the growing use of Chinese AI models by American companies, citing concerns over censorship, security risks, and whether U.S. firms are turning to cheaper foreign models because domestic alternatives are too costly or restricted. The investigation is specifically looking at companies such as Cursor and Airbnb. "The growing use of Chinese AI models by U.S. companies raises serious concerns," a State Department spokesperson told CNBC. Those "AI models are designed to advance Beijing's narratives, censor dissent, and reflect CCP ideology and values." CNBC reports: The House Committee on Homeland Security and the House Select Committee on China said in April they will…

The best Stratechery content from the week of July 6, 2026, including a word from Mark Zuckerberg*, pulling the plug on XBOX, and toilet talk.

An oracle comic View on my website

Коля, меня зацепил твой пост об уровнях дохода. Расскажи, для кого ты его написал?

The batter for verifiable data is increasingly defining the AI race, from Meta to Grok to the frontier labs.

Microsoft's Xbox division is conducting big layoffs, as the company deals with abject failure of its Game Pass strategy.

A script for what Mark Zuckerberg should say on Meta's next earnings call.

A script for what Mark Zuckerberg should say on Meta's next earnings call.

Деньги в ИИ льются рекой. Бюджеты растут, отделы нанимают, консультанты продают внедрения, на конференциях говорят про трансформацию. А результата нет. Компании ...

The post 95% корпоративных ИИ-проектов провалились — и никто не признаётся first appeared on Непиши.

Весной 2024 года я гуглил, почему сыр сползает с пиццы, и Google подсказал: добавь в соус клей. Не какой-нибудь, а нетоксичный, примерно восьмую часть ...

The post ИИ советует есть камни и клеить пиццу клеем — лучшие провалы нейросетей first appeared on Непиши.

Судья листает заявление адвоката и не может найти ни одного дела. Ни первого, ни второго, ни шестого. В документе шесть ссылок ...

The post «ChatGPT, ты уверен?» — как нейросеть выдумывает судебные дела first appeared on Непиши.

Изначально Thick as Thieves преподносили, как мультиплеерный иммерсив сим, где игроки соперничают друг с другом в воровстве артефактов на одной и той же локации. Но, у разработчиков случилось что-то нехорошее и игру выпустили «как есть» в сильно урезанном виде. По итогу, концепт с мультиплеером выбросили, а игра превратилась в синглплеерный стелс экшен про ограбление мега-охраняемых […]

Вагонетка несётся под откос. На путях — пятеро рабочих, они не успеют убежать. У тебя под рукой рычаг: дёрнешь — вагонетка свернёт ...

The post 5 моральных дилемм, над которыми ломает голову весь мир first appeared on Непиши.

689 003 человека однажды стали подопытными и даже не узнали об этом. В 2014 году Facebook неделю крутил ленту так, чтобы ...

The post Неэтичные эксперименты с ИИ: реальные истории first appeared on Непиши.

Мой коллега на полном серьёзе спросил, не пора ли отключить интернет, пока не поздно. Он посмотрел ролик, где ИИ ...

The post Захватит ли ChatGPT власть над миром first appeared on Непиши.

Пятница, вечер. До сдачи проекта — понедельник. Ты смотришь на то, что сделано, и понимаешь: к понедельнику этого не будет. Ни при ...

The post Как попросить перенести дедлайн first appeared on Непиши.

Опоздал на два часа. Проспал, застрял в пробке, забыл будильник — неважно. Важно, что HR пишет: «Напиши объяснительную». И ...

The post Как написать объяснительную записку first appeared on Непиши.

Утро понедельника. В рабочем чате команды из двенадцати человек висит непрочитанное голосовое на четыре минуты. Под ним — «Ребят, посмотрите пожалуйста» ...

The post Деловая переписка в Телеграме: как писать, чтобы тебе отвечали first appeared on Непиши.

Запрос пришёл в пятницу в 16:40. Сделать презентацию к понедельнику, «если не сложно». Ты знаешь, что не сделаешь. Но ...

The post Как написать корректный отказ коллеге или клиенту first appeared on Непиши.

Письмо пришло в 11:43. Тема — «Вопрос». Внутри три абзаца ни о чём, потом просьба уточнить сроки, потом ещё ...

The post Деловая переписка: правила, которые все нарушают first appeared on Непиши.

Или всему можно научиться в интернете?

Хотел спросить у вас, удачное ли решение логотипа для компании «Веста»? Как мне кажется, сочетание первых и последних букв V A неплохо играют с сочетанием Е Т, логотип запоминается. Его есть за что любить.

Компания занимается производством камней, краски и всего остального, что может светиться в темноте, космические камни и краски так сказать. Спасибо!

Stratechery is on summer break the week of June 29. There will be no Weekly Article or Updates. The next Update will be on Monday, July 6. Dithering, Sharp Tech, and Sharp China will also return the week of July 6. Greatest of All Talk and Asianometry will continue to publish. The full Stratechery posting schedule is here.

Представьте: вы нанимаете копирайтера и пишете ему «напиши что-нибудь про наш продукт». Что получите? Что-то безликое и явно не ...

The post Как пользоваться ChatGPT: промпт — это техзадание first appeared on Непиши.

The headline is spent $X · money loss $Y · time loss Z · invoice-check exposure $E ; bill-bounded money loss and recognition gap never include invoice-check exposure.

To see the current supported provider names, run npx inferock-bench status or npx inferock-bench --help .

Get your local bench key: npx inferock-bench key reveal This prints the local ibl_ bench key to stdout, so it is pipe-friendly.

For a fast command list or package version without starting the server, use npx inferock-bench --help or npx inferock-bench --version .

The dashboard shows the exact value for every configured provider; npx inferock-bench init prints OpenAI and Anthropic constructor snippets.

Remove background noise from audio with AIDrop in any recording, hear the before & after in seconds.

Free, no signup.

🎧 Drop an audio or video file here or Choose a file MP3, WAV, M4A, FLAC, OGG, AAC, MP4, MOV Cleaning your audio… Before Before After Tip: press the space bar to toggle Before / After.

Download cleaned audio 🔗 Share result Clean another file Sign up for full-length filesFree demo cleans short clips.

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📸 Try it — paste a URL belowThe simplest website screenshot API.

Instant API key delivery was seamless."

Get back a JSON screenshot URL.

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It also runs as an MCP server, so an AI agent can ask it for live data instead of guessing from its training cut-off.

Here's Europe and the Med: a few thousand aircraft at a glance, plus the layer rail on the left (toggle aircraft, vessels, jamming, quakes, …) and the timeline along the bottom.

One install wires the MCP server plus an analyst skill ( osint-intel ), slash commands ( /osint-brief , /osint-watch , /osint-jamming ), and a osint-watch-officer agent.

The MCP server never crashes a tool call: backend down returns a structured backend_unreachable error; Ollama down falls back to raw intel JSON.

Backend (server): Python 3.12, ~1 GB RAM, outbound HTTPS.

Article URL: https://theory-engine.docs.playbykey.com/

Comments URL: https://news.ycombinator.com/item?id=48867938

Points: 2

# Comments: 3

agentpeekPersistent Claude Code sessions in your browseragentpeek is the free, self-hosted browser control panel for Claude Code.

Sessions are plain named tmux sessions, so the exact same ones are reachable over SSH with tmux attach .

After setup, sign in from agentpeek's Claude chip (or run claude once) — needed for UI (chat) mode; shell mode needs no sign-in.

Claude connection (for UI mode)UI-mode sessions run the Claude Agent SDK, which authenticates with whatever the host's claude CLI uses.

If the host is already logged into Claude Code ( ~/.claude/.credentials.json exists), the chip shows connected and nothing else is needed.

Saved searches Use saved searches to filter your results more quicklyWe read every piece of feedback, and take your input very seriously.

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The Universal Storage BridgeManaged File Transferto Cloud StorageAccept files over FTP, SFTP, HTTP, and TUS, then stream them directly into S3-compatible storage with zero-knowledge pass-through, routing, and webhooks.

Works with AWS S3, Cloudflare R2, Backblaze B2, Wasabi, MinIO, Google Cloud Storage, and more.

Article URL: https://agentcaly.com/

Comments URL: https://news.ycombinator.com/item?id=48867674

Points: 2

# Comments: 0

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Six months ago I gave up on productivity apps. Not because they're bad. Because for me, they were always confusing. Every task app wanted me to learn a whole system before I could write down "buy milk". My journal lived in another app, my notes in a third one, and my focus timer had no idea any of the others existed. I was spending more energy managing the apps than doing the actual work. So one night I opened my laptop and started building the app I actually wanted: one calm place with my tasks, my notes, a daily journal, and a complete focus mode that genuinely blocks the distracting apps on my iPhone while a session is running. Honestly, publishing it was never the plan. It was mine. No …

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У авиакомпании SalamAir промо-тариф: улететь из Маската в Найроби (или наоборот) можно от 6200 рублей (30 OMR). Для въезда в Кению нужно заранее оформить электронное разрешение (сбор около 30-35 USD с человека). Купить билеты можно на сайте авиакомпании или через trip.com / aviasales.ru (тут немного дороже, но зато принимают российские карты). Маскат — Найроби в декабре за 6200 рублей: Российской картой: […]

Авиакомпания Volotea выкатила билеты за 19 евро. Но можно легко оформить пробную подписку SUPERVOLOTEA на 15 дней и купить их за 9 евро. Обычно подписка на год стоит 60 евро. Лоукостер утверждает, что Вы можете отменить членство в любой момент, но потеряете при этом некоторые привилегии, например, ручную кладь, но сохраните свою скидку на проезд. Главное, не забудьте […]

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Сегодня мы решили слепить готовое путешествие из Казани в Индонезию — вышло от 47200 рублей с человека при поездке вдвоем.

Авиакомпания Etihad Airways предлагает билеты из Казани на Бали за 44000 рублей туда-обратно.

Даты полетов: например, 11-24 декабря (проживание с 12 по 24 декабря).

Все варианты на двоих на 12 ночей (рейтинг — выше 7/10)Не забываем настроить сортировку:— самая низкая цена (с учётом налога)— итого (в т.ч.

Первый отель — 3200 рублей на человека / 6400 рублей на двоих:Второй отель — 4700 рублей на человека / 9400 рублей на двоих:Третий отель — 5300 рублей на человека / 10600 рублей на двоих:Другие даты перелетов:4-17 декабря7-22 декабря

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Азербайджанские Авиалинии снизили цены ноябрь-март: взять из Москвы, Питера и Екб в ОАЭ, Израиль, Таджикистан, Саудовскую Аравию, Индию и на Мальдивы можно со скидками.

Билеты берем через сервис aviasales.ru (тут дешевле всего).

Москва — Душанбе — Москва:Москва — Даммам — Москва:Москва — Дубай — Москва:Москва — Тель-Авив — Москва:Москва — Дели — Москва:Москва — Мумбаи — Москва:Москва — Мале — Москва в ноябре:Москва — Мале — Москва в январе:Москва — Мале — Москва в феврале:Москва — Мале — Москва в марте:Питер — Душанбе — Питер:Питер — Даммам — Питер:Питер — Дубай — Питер:Питер — Тель-Авив — Питер:Питер — Дели — Питер:Питер — Мумбаи — Питер:Питер — Мале — Питер в ноябре-декабре:Питер — Мале —…

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

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This website is using a security service to protect itself from online attacks.

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There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (July 06-July 10) appeared first on EU-Startups.

En Carta Diagnostics, a Paris-based DeepTech startup developing a new generation of molecular diagnostics for use at home, has announced the first closing of €5 million in financing. This closing includes €3 million in equity led by Blue Forest Ventures with participation from Ring Capital and existing investors CentraleSupélec Venture, 50 Partners Health, and a […]

The post En Carta Diagnostics raises €5 million to bring at-home molecular tests for Lyme disease and STIs to market appeared first on EU-Startups.

Swiss watchmaking startups Efteor and Télôs Watch have been acquired by private equity operator Vam Investments alongside established companies Le Composant and Henri Robert – marking the official launch of Groupe Chaumont. Groupe Chaumont is a new industrial platform headquartered in Neuchâtel and focused on producing movements, cases, tools, and components for high-end Swiss watches. […]

The post Luxury watch platform Groupe Chaumont launches with acquisition of two Swiss watchmaking startups appeared first on EU-Startups.

Aria, a Paris-based FinTech scale-up offering an embedded invoice financing platform that helps businesses get paid on time, has raised a €7 million Series A extension round and launched a €240 million debt facility to scale its financing capacity to tackle Europe’s late payments crisis. The equity round was led by 115K, the venture capital […]

The post Paris-based Aria raises €7 million and launches €240 million debt facility to tackle Europe’s late-payment crisis appeared first on EU-Startups.

When I joined N26 as CTO, my first real job had nothing to do with building an app. I was asked to help get a banking licence and build up a core banking system from scratch. I had never worked in finance and had never sat across from a regulator. For months the work felt […]

The post Why building under regulation is an advantage for European founders appeared first on EU-Startups.

UK startup funding recorded its strongest opening half since 2022, as investors placed increasingly large bets on AI, computing infrastructure and science-led companies. New findings shared with EU-Startups show that capital is returning at scale, although the recovery is being shaped by fewer deals and a small group of unusually large rounds. Analysis from HSBC […]

The post AI puts UK startup funding back in the big leagues with strongest first half since 2022, new data shows appeared first on EU-Startups.

Kraken Technology Group, a London-based maritime defence company, has raised €152.9 million ($175 million) in a Series B funding round at a valuation of nearly €874.1 million ($1 billion). The round was led by Digital Transformation Capital Partners (DTCP) and supported by other British and European backers, including the British Business Bank, NATO Innovation Fund […]

The post Kraken Technology Group makes waves as Europe’s newest maritime defence unicorn with €152.9 million Series B appeared first on EU-Startups.

Oxylabs, a Vilnius-based data infrastructure platform, has secured €113.6 million ($130 million) in funding from Warburg Pincus, valuing the company at €3.1 billion ($3.6 billion). This marks Oxylabs’ first external investment since its founding in 2015 and makes it the second bootstrapped unicorn to emerge from the Tesonet accelerator, a Lithuanian venture builder led by […]

The post New Lithuanian unicorn: Oxylabs ends bootstrapped streak after securing €113.6 million at €3.1 billion valuation appeared first on EU-Startups.

Following NATO Secretary General Mark Rutte launching a multinational project on defence critical raw materials at the NATO Summit Defence Industry Forum, British advanced materials startup Uplift360 has been awarded a multi-year framework agreement with the Luxembourg Directorate of Defence (DOD). Under the arrangement, Uplift360 aims to strengthen Europe’s sovereign supply of advanced materials by […]

The post Bristol startup Uplift360 to boost NATO Europe’s defence resilience with sovereign advanced materials supply appeared first on EU-Startups.

AI has become the single most important decision-shaping layer in the startup world. ChatGPT, Claude and Gemini are now the default routes through which prospective clients size up your products and applicants consider your job postings. Your potential investors are firing off prompts rather than spend time scrolling through several pages of Google search results. […]

The post What the rise of AI means for your startup’s comms approach appeared first on EU-Startups.

Pixel-Flo, a University of Sheffield spin-out developing a process for enabling scaled-up microLED display manufacturing, has raised €6.1 million (£5.25 million) in Seed funding to support its transition from laboratory development towards industrial scale-up. The round was led by Northern Gritstone with additional investment from SCVC, the Parkwalk Northern Universities Venture Fund, and German investment […]

The post University of Sheffield spin-out Pixel-Flo raises €6.1 million to scale microLED display manufacturing appeared first on EU-Startups.

Following their €11.2 million Series A raise in June, Paris-based AI-native wellness app publisher Rocapine has acquired the Christian pornography recovery app Unchaind – which has reached 500k downloads since launching in 2025. Today’s acquisition comes after Rocapine and Singapore-based studio Applo co-developed the app from scratch, with Rocapine acting as publishing partner from day […]

The post Pornography addiction recovery app Unchaind snapped up by Rocapine after reaching €875k ARR appeared first on EU-Startups.

Join us for a deep dive with Job van der Voort, CEO and co-founder of Remote, as he explores the evolution of work, the challenges of global employment, and the principles behind scaling remote-first teams. From his transition from neuroscientist to startup leader, to the lessons learned at GitLab and Remote, Job shares insights on […]

The post The EU-Startups Podcast | Interview with Job van der Voort, CEO and co-founder of Remote appeared first on EU-Startups.

e-peas, a Belgian fabless semiconductor company specialising in ultra-low-power energy harvesting and power management solutions, has closed €19.2 million ($22 million) to scale its commercial growth, expand into new international markets, and diversify its product offering. The funding was led by Crédit Mutuel Innovation, with the support of its Belgian branch, alongside SFPI, the Belgian […]

The post Belgium’s e-peas secures €19.2 million to scale ultra-low-power energy harvesting and power management solutions appeared first on EU-Startups.

Alchemab Therapeutics, a London-based clinical-stage BioTech startup, has extended its Series A financing with €29.3 million (£25 million/$34 million) from the British Business Bank. This marks the bank’s largest investment in a life sciences company to date. This additional funding brings Alchemab’s total Series A investment to date to €127.8 million (£109 million). The company […]

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This week, we tracked more than 70 tech funding deals worth over €2.8 billion and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

Alongside the week’s top funding rounds, we’ve highlighted key industry developments, as well as notable trends in European venture activity, investor moves and emerging sectors shaping the current funding landscape.

If email is more your thing, you can always subscribe to our newsletter and receive a more robust version of this round-up delivered to your inbox.

❗ Want to explore the data in more detail?

The free, open-access Tech.eu Funding Explorer offers deeper insights into funding rounds, investor activity, company profiles a…

Invest Europe has published its latest report, Transaction Value: Private Capital Analysis, examining private capital investment across Europe in 2025.

The report shows that venture capital recorded its second-highest transaction value on record, growth capital recovered after three consecutive years of decline, and buyout activity remained broadly stable.

The findings also point to continued investment concentration in technology and healthcare, reflecting sustained investor interest in innovation-led sectors.

Venture capitalVenture capital delivered its second-highest annual transaction value on record, reaching €35.3 billion, despite a slight decline in the number of deals.

For more deta…

A London-based startup behind an AI writing product aspiring to be an antidote to AI slop, co-founded by an ex-DeepMind creative lead, has emerged from stealth with a $13m seed funding round.

Marker is billing itself as a “reimagined word processor”, which is built to support writers, leveraging AI tools that write with the writer, not for the writer.

It says it’s designed for the process of writing- such as the rough drafts and the half-formed thoughts.

It comes amid heightened concern about AI slop.

But writing—the most universal creative act—got left behind, stuck between legacy word processors and automation tools.

The funding will support the construction of Catalyxx's first commercial bio-based chemicals plant in Europe, marking the company's transition from technology demonstration to commercial-scale production.

Catalyxx is leading the RenewChem consortium alongside chemical companies Arkema and Evonik, bringing together industrial, technology and research partners from across Europe.

According to Joaquín Alarcón, CEO of Catalyxx, the grant validates both the company's technology and industrial strategy while supporting its transition to commercial-scale production.

The grant comes as Europe's chemical industry faces increasing pressure to decarbonise production while maintaining industrial compet…

British-founded maritime defence startup Kraken Technology today said it had achieved unicorn status.

The startup, founded in 2020 by former speedboat racer Mal Crease, said it had raised $175m in a Series B funding round at a $1bn valuation, according to a press release.

Kraken designs and builds autonomous maritime platforms, such as uncrewed subsurface vessels, for military and security purposes.

Its tech is used by NATO, the UK Ministry of Defence and the US Navy.

Crease, CEO, said: “This significant funding round will accelerate Kraken's global roll-out, enabling the deployment of hardened, reliable, mission-ready capabilities for NATO and its worldwide partners at an unprecedented sca…

Germany-based Sherpa, a startup developing an AI operating system for external workforce management, has raised $2.2 million in a pre-seed funding round co-led by Seedcamp, DN Capital, Activant Capital and Brighteye, with participation from several operator angels.

As enterprises adopt AI agents alongside external workers, they encounter similar operational requirements around onboarding, compliance, performance management and oversight.

The company aims to help enterprises and managed service providers (MSPs) streamline these processes through a single operating model.

We believe workforce management is evolving into work orchestration, and Sherpa is leading the infrastructure to power tha…

A German startup spun out of a famed Munich research university whose tech helps semiconductor firms test out products and find defects has raised €15m in equity funding.

The new equity funding in QuantumDiamonds complements a previously announced €76m in EU-backed state funding in the startup, making €91m in total.

QuantumDiamonds, which was spun out of the Technical University of Munich (TUM), will use the funds to scale production of its technology.

Last month, the European Commission approved the German state aid for the startup, which is setting up a high-tech semiconductor testing facility in Munich.

QuantumDiamonds says the testing facility is key to the EU’s plans to produce its own…

Pixel-Flo, a University of Sheffield spin-out developing manufacturing technology for MicroLED displays, has raised £5.25 million in seed funding.

The round was led by Northern Gritstone, with participation from SCVC, the Parkwalk Northern Universities Venture Fund and German investment firm HTGF.

By combining semiconductor photonics research with extensive display industry expertise, the company is developing manufacturing technology designed to address one of the key barriers to wider adoption of MicroLED displays.

MicroLED technology offers advantages in brightness and energy efficiency compared with conventional display technologies, but its broader adoption has been limited by the cost…

Founded in 2019, Lissi develops software that enables organizations to integrate EUDI Wallets and verifiable credentials into their digital services.

The company works primarily with financial institutions and supports the implementation of interoperable, eIDAS-compliant digital identity solutions.

The funding comes as demand for trusted, interoperable and eIDAS-compliant digital identity solutions continues to grow, driven in part by the upcoming application of the EU Anti-Money Laundering Regulation (AMLR) in July 2027.

The trust placed in us by leading banks and financial service providers demonstrates the market demand for this approach,said Helge Michael, CEO and Co-Founder of Lissi.

T…

A German startup building AI agents for accounting today said it had deliberately chosen to be based in Munich over Silicon Valley after going through Y Combinator in San Francisco and raising a £3.4m seed round.

The seed round funding comes from Y Combinator, Gradient, the VC firm spun out from Google owner Alphabet, as well as US VC giant Lightspeed.

Finto went through Y Combinator in San Francisco in 2025.

According to Y Combinator's website, 49 startups, currently headquartered in Germany, have been through Y Combinator.

Among its customers are German football club Arminia Bielefeld and Cologne-based Eat Happy Group, which operates sushi counters in supermarkets.

UK fintech Kord, the end-to-end platform making onboarding clients, identity verification and payment processing simpler and more secure, has raised £6.4 million in a Series A funding round.

Founded by James Owusu, Kord provides an end-to-end platform for businesses operating in regulated industries, combining identity verification, anti-money laundering (AML) and compliance checks, digital onboarding, document signing and payment processing into a single system.

The platform is designed to replace multiple legacy tools and help organisations manage customer onboarding and financial transactions through a unified workflow.

In addition to onboarding and compliance tools, the platform provide…

Belgian startup Polysense has raised $10.7 million in an oversubscribed seed funding round to accelerate the global rollout of its AI-powered quality control platform for food manufacturers.

Polysense develops AI-powered quality control and process optimisation software for food manufacturers.

We went from early pilots to live deployments with some of the largest food manufacturers in the world, and they are growing their rollouts.

According to Eurostat, food and beverage manufacturing accounts for 19 per cent of all food waste in the EU.

The new funding will be used to expand Polysense's product across more stages of the food production process, enabling manufacturers to automate a wider r…

But Hamburg is on a tear, with new data showing that more startups were founded in Hamburg than in Munich in the first half of 2026.

Overall, the data shows that a record 3,053 new startups were founded in Germany between January and June this year.

This marks a 52 per cent increase on the previous six months, and amounts to more new startups than all of 2024, according to figures from the German Startups Association.

"Over 3,000 new start-ups in six months—Germany has never seen such momentum in company creation," remarked Verena Pausder, chairwoman of the German Startups Association.

But a big winner is Hamburg, which is home to energy unicorn 1KOMMA5°, with 212 new startups, an 83 per ce…

Fleek, a UK-based startup developing AI infrastructure for the secondhand clothing industry, has raised $25 million in a Series B funding round.

Founded in 2021 by Abhi Arora and Sanket Agarwal, Fleek operates a B2B marketplace connecting wholesale secondhand clothing suppliers with retailers and resellers worldwide.

The company aims to digitise a secondhand clothing supply chain that still relies heavily on manual sorting, grading and trading processes despite growing global demand for resale.

Alongside its marketplace, Fleek has developed AI tools that automate textile sorting, grading and merchandising.

Fleek says it has helped keep more than 12 million clothing items in circulation whil…

Berlin-based reverse.fashion, a startup developingAI-powered textile sorting technology, has secured a seven-figure extension toits pre-seed funding round from High-Tech Gründerfonds (HTGF).Founded in...

First came the Netherlands, now it's Lithuania. And more European countries appear to be in the queue for Tesla's driver assistance system.

The Xiaomi 17 Ultra gives you a ton of options to play around with images, including preset filters and hardware add-ons.

CERT-EU blamed the cybercrime group TeamPCP for the recent hack on the European Commission, and said the notorious ShinyHunters gang was responsible for leaking the stolen data online.

London’s Air Street Capital has raised a large Fund III with eyes locked on backing early-stage European and North American AI companies.

EU lawmakers found their government-issued devices were blocked from using the baked-in AI tools, amid fears that sensitive information could turn up on the U.S. servers of AI companies.

An alleged ransomware attack has taken down the systems of the Sapienza University of Rome.

The Irish government announced that it wants to pass a law that would grant police more surveillance powers, such as using spyware to fight serious crime, while aiming to protect the privacy rights of its citizens.

Europe's startup market hasn't produced meaningful numbers but there is reason to believe the data will start to change.

Apple is adding renewable power to offset customer charging and support its operations, including third-party manufacturing in China.

Four major European airports in Berlin, Brussels, Dublin, and London continue to have flight delays due to a cyberattack on Collins Aerospace, a provider of check-in systems.

A cyberattack targeting Collins Aerospace, a provider of airport check-in systems, sparked delays and disrupted flights across Europe over the weekend.

Dawn Capital’s latest partner, Shamillah Bankiya, stopped by Equity this week to talk about the European landscape and the biggest misconceptions Americans have about the European startup world.

Europe’s startup scene is having a moment, with European unicorns multiplying and American VCs setting up shop across the pond. But while European funding dominates the early stages, late-stage capital still flows primarily from the U.S. So what does this mean for European founders, and how is the continent carving out its own identity in […]