Lemmy and Iggy, two carrion crows, are no strangers to a psychology lab.

Now, they’ve also revealed that birds can make staggeringly quick decisions, besting their human and nonhuman primate counterparts with ease.

In new findings published in Science, the crows could process and respond to visual cues at twice the speed as humans and monkeys, quantifying the neural speed of avian decision-making for the first time.

“We wouldn’t think of birds making these decisions faster than monkeys, or faster than us ‘awesome’ human beings,” said Mike Colombo, a neuroscientist and comparative psychologist at the University of Otago in New Zealand who was not involved in the research.

Even early research…

What is clice?#In short, clice is a C/C++ language server written in modern C++, but it’s more than just a language server.

When you open a non-self-contained file, clice detects its context automatically, so it works out of the box.

Command Line#Besides running as a language server, clice can also be used from the CLI to access its language features directly.

At the end of 2024, I published Design and Implementation of a New C++ Language Server, setting out clice’s core goals and kicking off development in earnest.

Still, writing a C++ language server in Rust felt odd, and it would have ruled out self-hosting, so I didn’t go that route.

Instructions, context, and reusable skills.

What context does it need?

If the lesson is reusable, we save it in the instructions, context, examples, or tests.

In this setup, each subagent has its own folder under the main agent, containing its instructions, context, and tools.

Here is a shortened view of the actual folder:claramap/ ├── AGENTS.md ├── docs/ │ ├── editorial-memory.md │ └── publishing.md ├── content/posts/ │ └── what-picasso-taught-me-about-building-ai-agents.md ├── public/assets/blog/ └── scripts/ ├── build.mjs └── check-live.mjsThe agent is connected to Cloudflare through MCP, so it can deploy the site as part …

The Atheist BibleA Secular Humanist view on life, the Universe, and everythingFabian M. SuchanekCopyright © 2026 Fabian M. Suchanek.

Published by Fabian M. SuchanekEdited by D. Olson Pook and Jessica KaplanISBN 9798184552996This book is freely available online as a PDF, e-book, audio-book, and Web site, as well as in several print editions, athttps://suchanek.name/texts/atheismThis is the hardcover edition.

The softcover edition is available with ISBN 9798184552996.

The present version of this book is v2026-10-15-NI-SC.

See the legal conditions at the end of this book or online.

Air traffic controllers are rejecting US Transportation Secretary Sean Duffy's explanation for Friday's nationwide flight ground stop, raising questions about the Trump administration's account of a communications failure that disrupted air travel across the United States, affecting an estimated 1.5 million travelers.

At a White House briefing Friday evening, Duffy blamed the disruption on America's aging air traffic control infrastructure, saying overloaded switches and routers had produced inconsistent radar and communications data.

They're doing these midweek, middle of the night, when there is no air traffic going on."

Giaritelli's comments came as the Trump administration struggled to …

In my ever-increasing desire to use emacs as my sole computing environment, I have started to take browsing the web inside it far more seriously.

This has been momentously negated with EWW (or any terminal browser, lynx or browsh for the non-emacs users).

How I am doing this#For the uninitiated, emacs ships with EWW (Emacs Web Wowser) permitting you to browse the web with image and gif (when did gifs die, I almost never see them these days!)

(start-process "mpv" nil "mpv" url)) (defun my-browse-url-pdf (url &rest _args) "Fetch remote PDF and open in pdf-tools within Emacs."

eww-browse-url))) ;; Keep your fallback setting (setq browse-url-secondary-browser-function 'browse-url-generic browse…

This may be a hot take, but I strongly believe that all code generated by AI should be Open Source.

First of all, AI models were trained on a massive corpus of Open Source code written since RMS announced the GNU Project and the Free Software Movement.

The second reason is legal: purely AI -generated code is not written by a human, meaning it should not be copyrightable.

To make things fair across all jurisdictions, and to honor the open ecosystem that made AI possible, developers and companies should explicitly release AI -generated code under Open Source licenses or dedicate it to the public domain using the Creative Commons Zero (CC0) license.

Code like this, where humans put little effo…

draft-banffy-httpbis-not-a-freezer-00Independent Submission R. Bánffy Internet-Draft 15 November 2026 Intended status: Informational Expires: 19 May 2027 The Hypertext Transfer Protocol Status Code 483 (I'm Not a Freezer) draft-banffy-httpbis-not-a-freezer-00 Abstract This document defines the Hypertext Transfer Protocol status code 483 (I'm Not a Freezer).

The 483 (I'm Not a Freezer) Status Code .

The 483 (I'm Not a Freezer) Status Code This document extends the HTTP status-code semantics defined in [HTTP] with the 483 (I'm Not a Freezer) status code.

Relationship to Status Code 418 Status code 418 was introduced by the Hyper Text Coffee Pot Control Protocol [RFC2324] and is associated wit…

Instant database branches for MySQL and PostgreSQL, on your own servers.

On our own 3-node test cluster a PostgreSQL branch is ready in about 0.5 s and a MySQL branch in about 3 s, with 0 bytes copied at creation (copy-on-write).

branch upgrade moves one branch to a newer MySQL or PostgreSQL version while the base and the other branches stay put.

To try a version upgrade on one MySQL branch:db-branch branch upgrade feature-x --runtime [email protected] --check-only # what would the upgrade run into?

db-branch branch upgrade feature-x --runtime [email protected] # move this branch only; a checkpoint is saved firstHow it worksA base is a ZFS dataset holding a loaded database.

Things That Turbo Pascal is Smaller ThanTurbo Pascal 3 for MS-DOS was released in September 1986.

The entire Turbo Pascal 3.02 executable--the compiler and IDE--was 39,731 bytes.

Here are some things that Turbo Pascal is smaller than, as of October 30, 2011:The minified version of jquery 1.6 (90,518 bytes).

zlib.h in the Mac OS X Lion SDK (80,504 bytes).

The touch command under OS X Lion (44,016 bytes).

On an OLED display, the pixels themselves produce the light, rather than relying on a separate backlight.

Notebookcheck, which conducted laboratory testing of the 14-inch MacBook Pro with PROLED XDR Display, measured PWM at 240Hz.

To put that into perspective, the M4 Pro MacBook Pro with Mini-LED display measured 14,880Hz in Notebookcheck’s testing.

The existing Mini-LED MacBook Pro thankfully remains a viable alternative for people who have found that display comfortable.

The best MacBook display isn’t necessarily the best display for everyoneWe sometimes get so caught up in the pursuit of better specifications that we forget what these devices are actually for.

Status Finished Timeline Apr 2024 – Jan 2025 Role Solo Tech Odin Links Articles LucyNES - I made an emulator in Odin!

I made a NES emulator in Odin!

I think what they actually mean is that getting a NES emulator “working” takes a short time.

The CPU and the PPU (the chip that handles the graphics rendering in the NES) run in parallel and they communicate with each other.

You see, NES games come in cartridges, and cartridges aren’t just data.

This article explains how LLMs encode and process token position information by covering classic and contemporary methods like RoPE.

PPS: If you are already familiar with how position embeddings work, feel free to fast-forward to Section 6, Positional choices in modern architectures.

Hence, the full mechanism is usually called Multi-head Attention (note that Grouped Query Attention also uses multiple heads).

The query (position 5) is rotated by 100° and the key (position 2) is rotated by 40°.

We use random query, key, and value tensors to keep the example self-contained, but as mentioned before, you can optionally also check the end-to-end Qwen3 from-scratch implementation with real query, …

But it has been embroiled in an internal debate for much of the past two years over how far to go in limiting chip sales to data centers in Southeast Asia.

On one side of the debate are China hawks, who see the data centers as a way for Beijing to do an end run around the chip sales ban.

Recently, Mr. Lutnick has been advocating a less stringent version of those controls under consideration, which could cut back on Nvidia’s business by giving the U.S. government more oversight of chip sales to international data centers.

Mr. Lutnick steered Cantor Fitzgerald for decades, before recusing himself when he joined the Trump administration last year.

The Commerce Department says Mr. Lutnick has c…

Comments

these are books to read so that you can cut motherfuckers with knives.

rust is a pretty good language to write and read, and much less to talk about all the fucking time, so cut that shit out.

there are no quantum books because quantum is not yet useful for streetfighting (we all look forward to this situation changing).

i list no SIMT/accelerator books because they're all shite.

you should of course also read Hacking the Planet with Notcurses, buying copies for your team and family.

However, if your system uses UEFI, or you opted to use GPT partitions in the installer, your system has disk wedges instead.

This is done by choosing a verification method based on the contents of the encrypted partition.

We’re going to enter N to set a name for our disklabel (enter something like "cgdlabel"), then enter a to modify the first sub-partition.

Supported file system types:Since I’m running -current and want to test the Log File System, I’m going to enter "4.4LFS".

But for it to be useful, we’ll need to create a file system on it.

This may be a hot take, but I strongly believe that all code generated by AI should be Open Source.

First of all, AI models were trained on a massive corpus of Open Source code written since RMS announced the GNU Project and the Free Software Movement.

The second reason is legal: purely AI -generated code is not written by a human, meaning it should not be copyrightable.

To make things fair across all jurisdictions, and to honor the open ecosystem that made AI possible, developers and companies should explicitly release AI -generated code under Open Source licenses or dedicate it to the public domain using the Creative Commons Zero (CC0) license.

Code like this, where humans put little effo…

Comments

Status Finished Timeline Apr 2024 – Jan 2025 Role Solo Tech Odin Links Articles LucyNES - I made an emulator in Odin!

I made a NES emulator in Odin!

I think what they actually mean is that getting a NES emulator “working” takes a short time.

The CPU and the PPU (the chip that handles the graphics rendering in the NES) run in parallel and they communicate with each other.

You see, NES games come in cartridges, and cartridges aren’t just data.

Cursors Cursors Cursors CursorsThree weeks ago, at a CSS Working Grouping meeting, we discussed an issue “Cursors for base appearance”, and resolved on the following:The CSS Working Group just discussed [css-forms-1] Cursors for base appearance, and agreed to the following: RESOLVED: Adopt cursor rules in the last comment.

I want to aknowledge one argument that I fully agree with — it would be great if buttons and links would have different cursors.

And also, regular links should have cursors different from the links that are opened in new tabs.

We need more cursors.

And then had only two cursors to assign to all of them, I know which ones I will assign to which.

-- EXTRA COMMA ----------------------------------------------------- src/App.elm I am partway through parsing a record, but I got stuck here: 16| { init = \_ -> init 17| , view = view 18| , update = update,, ^ I am seeing two commas in a row.

[sudo] password for team: I'm very sorry, but I'm not allowed to argue unless you've paid.

[sudo] password for team: sudo: 3 incorrect password attempts team@itsfoss:~$ sudo apt update [sudo] password for team: You'll starve!

[sudo] password for team: You can't get the wood, you know.

[sudo] password for team: sudo: 3 incorrect password attempts team@itsfoss:~$If you have ever attempted Linux From Scratch, you will know that Bash can say "I have no nam…

This project presents a first working state for live migration of bhyve guests on FreeBSD 15.1.

Live migration of a VM in FreeBSD with bhyveI previously discussed the state of bhyve live migration, its historical development, existing limitations, and why it matters for the future of FreeBSD virtualization in my article bhyve on FreeBSD and VM Live Migration – Quo vadis?.

It sends populated guest memory, then repeatedly obtains a bitmap of pages changed since the previous scan and sends only those pages.

The migration socket is opened by bhyvectl and passed into bhyve so that bhyve can remain inside its Capsicum sandbox.

If you operate bhyve, work on FreeBSD virtualisation, or are intereste…

However, if your system uses UEFI, or you opted to use GPT partitions in the installer, your system has disk wedges instead.

This is done by choosing a verification method based on the contents of the encrypted partition.

We’re going to enter N to set a name for our disklabel (enter something like "cgdlabel"), then enter a to modify the first sub-partition.

Supported file system types:Since I’m running -current and want to test the Log File System, I’m going to enter "4.4LFS".

But for it to be useful, we’ll need to create a file system on it.

Periodic-Oriented Programming for FIRST Robotics November 14, 2026I recently retired from mentoring my FIRST Robotics Competition (FRC) team.

So as I step away from FIRST, I decided I should write down my philosophy of robot programming in FRC, which I have decided to give the pithy name of Periodic-Oriented Programming.

TimedRobot ): def robotInit ( self ): self .

kBrushless ) def teleopPeriodic ( self ): self .

Enforce safety constraints, smooth signals, or otherwise process the outputsUpdate hardware outputsIn Periodic-Oriented Programming, I basically encourage my students to lean into this pattern.

In alphabetical order, because I refuse to rank them, here are 25 of my favourite modern NES games.

If it doesn’t feel like a classic NES game and instead plays more like a modern indie Metroidvania, that’s because it is.

And isn’t that what making and playing modern NES games is all about?

Lizard is an NES game, but it’s an NES game that is keenly self-aware that it is a modern NES game, and that people are allowed to experience it however they see fit.

MicroMages(back to top)Ah, Micro Mages… probably one of the most explosively popular modern NES games.

Ashley Gold / Semafor:

Sources: Howard Lutnick is expected to join Trump on Air Force One to China this week, after clashing with Scott Bessent and others over Nvidia chip curbs — Howard Lutnick is expected to travel on Air Force One with the president to China this week as the commerce secretary fights to regain …

Mark Gurman / Bloomberg:

Sources: Apple plans to unveil smart glasses at WWDC and ship them by the end of 2027, focusing heavily on integration of third-party iPhone apps with Siri AI — Also: A look at the race to bring Face ID to the iPhone Duo. … Apple's just-announced Siri AI integrations are the centerpiece …

New York Times:

Investigation: Howard Lutnick pushed to narrow chip curbs affecting a client of his former firm Cantor Fitzgerald whose Malaysia data center may serve Tencent — The commerce secretary has been writing new rules that would affect Southeast Asian data centers, some of which are clients of his former firm.

Tony Czuczka / Bloomberg:

Scott Bessent urges Nvidia to hire an outside CEO and wants answers within 10 days on whether it pushed “seemingly illicit” chip sales to China to boost revenue — Treasury Secretary Scott Bessent said that Nvidia Corp. needs a “dramatic shakeup” in leadership after the ouster of chief executive Jensen Huang.

Corbin Bolies / Variety:

Inside the first AI Music Awards in Los Angeles, featuring AI announcers, lip-syncing, and human stand-ins, as the ceremony was mired in technical issues — I knew things were a little off when the first thing I heard on my walk to the AI Music Awards was “the winner...” followed by the sweet voice of Kelly Clarkson.

Chris Miller / Financial Times:

A post-Jensen Nvidia must reshuffle its leadership, reset its DC ties, and recognize that even the US' most valuable company cannot dictate US foreign policy — The chip company has only itself to blame for a long list of adversaries — Jensen Huang's exit from Nvidia, the company he co-founded …

Alex Konrad / Upstarts Media:

Nidus, which is developing AI-powered tech for manufacturing robots used by US defense industrial companies, raised $30M across a pre-seed and a seed — The startup backed by Kleiner Perkins and Costanoa says it's reached “seven figures” in bookings with defense industrial customers in just 4 months.

Cheng Ting-Fang / Nikkei Asia:

TSMC plans to set up a new $500M fund to invest in chip startups, suppliers, and other upstream partners, saying “we also want to support the future's Nvidia” — TOKYO — Taiwan Semiconductor Manufacturing Co. plans to use a new $500 million venture fund to support promising chip startups …

Tamara Djurickovic / Tech.eu:

Nebuly, whose tech helps enterprises measure the business value of AI agents by analyzing their impact on productivity and revenue, raised a $21M Series A — Nebuly develops a platform that helps enterprises measure the business value of AI agents by analysing their impact on productivity …

Thomas Barrabi / New York Post:

Nvidia insiders say Jensen Huang was prone to wild office tantrums, which a source says some employees were surprised hadn't leaked before his public downfall — Ousted Nvidia CEO Jensen Huang was prone to wild temper tantrums at the office, according to company insiders …

Wall Street Journal:

How Jensen Huang built a multibillion-dollar business to let Chinese companies access Nvidia AI chips in SE Asian data centers, exploiting a gap in US sanctions — Massive data centers in Southeast Asia exploited a gap in U.S. sanctions, providing crucial computing power for Chinese companies and a cover for alleged chip smuggling

Washington Post:

The Nvidia scandal presents a political challenge for the White House by tying together data centers, China, and corruption, all key voter issues in midterms — The scandal connects to voter concerns over AI, data centers, China and corruption. — Sex. Money. Power. Espionage.

Bloomberg:

23andMe's Anne Wojcicki, formerly married to Google co-founder Sergey Brin, says Jensen Huang's affair shows what happens when CEOs think they are “untouchable” — As the Nvidia drama unfolds, the tech community adds yet another geek-turned-billionaire to its list of flawed visionaries.

Bloomberg:

Source: Applied Digital has asked tenants like Oracle and Meta for billions in guarantees since at least last year to secure power before finalizing leases — Tech giants chasing the infinite promise of AI are finding themselves increasingly on the hook for something far earthier — the electrical grid.

Forbes:

Unlike other larger-than-life tech founders, Jensen Huang lacked super-voting shares in Nvidia, making it easier for him to lose control of the company — This voice experience is generated by AI. Learn more. — Many tech CEOs including Mark Zuckerberg, Michael Dell and Evan Spiegel have majority voting power.

Maria Clara Cobo / Bloomberg:

USD-pegged stablecoins are taking a growing share of Latin America's crypto activity, serving as a store of value and an efficient cross-border payment system — Stablecoins are proving useful not only as a store of value but as a payment system — including for users who don't know anything about the blockchain.

Katie Tarasov / CNBC:

Letter: Altimeter's Brad Gerstner and Atreides's Gavin Baker urge Nvidia's board to consider “the potential return of Jensen Huang”; they own $2.13B in Nvidia — Two major Nvidia shareholders are calling on the board of directors to weigh all options for the company's future leadership …

Lauren Edmonds / Business Insider:

A petition to reinstate Jensen Huang as Nvidia CEO tops 100K signatures, including Elon Musk, Tim Sweeney, and Garry Tan; organizers say 5K+ Nvidia staff signed — Some people aren't ready to let former CEO Jensen Huang go. — A petition to reinstate Huang as Nvidia's CEO has some 97,000 signatures …

FinTech Global:

Databento, which offers market data APIs and says it has contracts with five of the six largest frontier AI labs, raised a $100M Series C at a $1.1B valuation — Databento, a platform supplying market data to the modern financial industry, has secured $100m in a Series C round that values the business at $1.1bn.

Nathan Lambert / Interconnects AI:

Jensen Huang's resignation is a setback for US open models, as his funding gave open-source developers time to find their footing and will very likely dry up — A decapitation. It's time to rebuild. … Audio playback is not supported on your browser. Please upgrade.

Joseph Pisani / Wall Street Journal:

Sean Duffy blames Friday's FAA outage on copper-to-fiber wiring work at a remote facility, saying contractor L3Harris may have installed a “faulty router” — Work at a single remote location caused instability that led authorities to order nationwide groundstop; airlines continue to cancel flights as they rush to reset

Financial Times:

Trump Media faces a Nov. 30 deadline to repay up to $1B in convertible bonds sold last May to fund a “bitcoin treasury,” as its shares are down 60+% this year — Plunge in shares and cryptocurrency prices could force Truth Social owner to sell assets or take on costly new debt

Fred Lambert / Electrek:

Tesla posts its Cybercab Autonomy Subscription Agreement, requiring personal buyers to pay a mandatory $299/month on top of the vehicle's $29,990 purchase price — Tesla has posted the agreement that comes with its $29,990 Cybercab, and it's even worse than the order page suggested.

Reuters:

Italy's data protection agency fines Meta €805M for allegedly accessing Android users' photos and videos without their consent or informing them — Italy's data protection agency said on Saturday it had fined Meta Platforms (META.O) €805 million ($887 million) …

Washington Post:

How Marco Rubio helped topple Jensen Huang; source: Rubio used a CIA report about Alice Huang to write his own, recasting CIA reporting in more assertive terms — Rubio's intervention helped topple one of Washington's most influential corporate voices on China, giving momentum to officials pushing for tougher restrictions.

Financial Times:

How the Swiss city of Lugano is trying to reinvent itself as a crypto hub to boost its economy by launching its own token LVGA, partnering with Tether, and more — Lugano bets digital assets and a joint venture with the stablecoin giant can boost its economy, but some warn of dangers

Whether for users or professional developers, LobeHub will be your AI Agent playground.

Please be aware that LobeHub is currently under active development, and feedback is welcome for any issues encountered.

Day 1 Welcome to the teamYou add it to your team chat and ask it to read up.

🔌 MCP Servers MCP servers rated on activity, stability and community feedback, so you can pick ones you can trust.

Runs on Linux and macOS, or on Windows through WSL 2.mkdir lobehub && cd lobehub bash <( curl -fsSL https://lobe.li/setup.sh ) -l en docker compose up -dThen open http://localhost:3210.

Claude QuickstartsClaude Quickstarts is a collection of projects designed to help developers quickly get started with building applications using the Claude API.

Go to Managed Agents Daily Brief QuickstartManaged Agents: Knowledge WikiA deal-room knowledge wiki built with Claude Managed Agents.

Go to Managed Agents Linear QuickstartManaged Agents: MCP Server (TypeScript)An MCP server that exposes the Claude Managed Agents Sessions API as nine tools.

Go to Managed Agents Road Trip Planner QuickstartManaged Agents: SentryA scheduled Sentry triage agent built on Claude Managed Agents.

Go to Managed Agents Sentry QuickstartManaged Agents: Sentry AutofixA production error fixed by pull request, …

The open skills CLI installs into 70+ agents (Claude Code, Cursor, Codex, Copilot, Cline, and more):npx skills add addyosmani/agent-skills # install all 25 skills npx skills add addyosmani/agent-skills --list # browse before installingOr grab individual skills:npx skills add addyosmani/agent-skills --skill code-review-and-quality # five-axis review before merge npx skills add addyosmani/agent-skills --skill interview-me # requirements interrogation, one question at a time npx skills add addyosmani/agent-skills --skill test-driven-development # red-green-refactor, enforcedInstalling one skill?

Claude Code (recommended) Marketplace install: /plugin marketplace add addyosmani/agent-skills /plu…

Changelog Your source for the latest features, improvements, and fixes across GitHub products, all in one place.

ChatGPT and Codex desktopOpen the published EGM plugin in the desktop app and install it.

Antigravity CLIagy plugin install https://github.com/google/elephant-goldfish-modelFor the Antigravity App and Antigravity for IDEs (Visual Studio Code extension), run /plugin or see the installation instructions.

Claude Codeclaude plugin marketplace add google/elephant-goldfish-model claude plugin install egm@egmCodex CLIcodex plugin marketplace add google/elephant-goldfish-model codex plugin add egm@egmStart a new session after installation.

Try a 60-second review on existing codeReview an existing design document, README, or PR plan against the live code.

Review Review a design with fresh agents acr…

Hunt down social media accounts by username across 400+ social networksInstallation • Usage • ContributingInstallationWarning Packages for ParrotOS and Ubuntu 24.04, maintained by a third party, appear to be broken.

$ sherlock --help usage: sherlock [-h] [--version] [--verbose] [--folderoutput FOLDEROUTPUT] [--output OUTPUT] [--csv] [--xlsx] [--site SITE_NAME] [--proxy PROXY_URL] [--dump-response] [--json JSON_FILE] [--timeout TIMEOUT] [--print-all] [--print-found] [--no-color] [--browse] [--local] [--nsfw] [--txt] [--ignore-exclusions] USERNAMES [USERNAMES ...] Sherlock: Find Usernames Across Social Networks (Version 0.16.0) positional arguments: USERNAMES One or more usernames to check wi…

herdrherdr.dev · install · quick start · docsEnglish · 简体中文v.0.4.0.mp4the runtime your coding agents live on.

detach without stopping work — herdr keeps terminals running in a background server when you close the client or lose your SSH connection.

session state →— herdr keeps terminals running in a background server when you close the client or lose your SSH connection.

session state → several machines, one window — keep local work and saved ssh machines together, with a combined agent list and independent reconnects.

remote machines →— keep local work and saved ssh machines together, with a combined agent list and independent reconnects.

We also provide Python bindings and a plug-in for the Unity game engine.

For more information such as building the bindings from source, see the Python bindings section of the documentation.

To read more about bug reports, feature requests and more ambitious contributions, please see our contributors guide and style guide.

Bug reports and feature requestsGitHub Issues are reserved for bug reports, feature requests and other development-related subjects.

BindingsThese packages give users of various languages access to MuJoCo functionality:ConvertersOpenSim : MyoConverter converts OpenSim models to MJCF.

Agent SkillsThis repository contains Agent Skills for Google products and technologies, including Google Cloud.

Installationnpx skills add google/skillsWhen prompted, select specific skills or all skills, the target agents to configure, and the installation scope (project or global).

Available SkillsAdditional Google skillsPluginsThis repo also bundles Google product plugins (Skills + MCP servers) for agent harnesses.

Agent harness Install Claude Code claude plugin marketplace add google/skills , then claude plugin install @google-plugins Codex codex plugin marketplace add google/skills , then install from the /plugins browser Antigravity CLI agy plugin install https://github.com/google/ski…

ZedWelcome to Zed, a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

InstallationOn macOS, Linux, and Windows you can download Zed directly or install Zed via your local package manager (macOS/Linux/Windows).

Is the error failed to satisfy license requirements for a dependency?

If so, first determine what license the project has and whether this system is sufficient to comply with this license's requirements.

If so, first determine what license the project has and whether this system is sufficient to comply with this license's requirements.

HexHex is local voice dictation for Mac, Windows and Linux.

Hold a key, speak, and it pastes.

Dev is the newest build of dev and updates itself from the dev channel.

Platform Stable Dev macOS (Apple silicon) DMG DMG Windows x64 Installer Installer Windows ARM64 Installer Installer Linux x86_64 Executable Executable Linux x86_64 (Debian, Ubuntu) .deb .deb Linux x86_64 (Fedora, openSUSE) .rpm .rpm Linux ARM64 Executable Executable Linux ARM64 (Debian, Ubuntu) .deb .deb Linux ARM64 (Fedora, openSUSE) .rpm .rpmOr install with:Homebrew: brew install --cask anomalyco/tap/hexAUR: yay -S hex-bininstall script (Linux): curl -fsSL https://anoma.ly/hex/install-linux.sh | shNix (Linux): nix profile add…

Run npx claude-mem install --runtime worker on their computer in an interactive terminal (enable PTY in your shell tool).

Or install from the plugin marketplace inside Claude Code:/plugin marketplace add thedotmack/claude-mem /plugin install claude-memRestart Claude Code.

npx claude-mem install --ide t3codeAntigravity CLI (setup guide):npx claude-mem install --ide antigravityOMP (Oh My Pi):npx claude-mem install --ide ompPi and DeepSeek Harness use the worker runtime.

npx claude-mem install --ide pi npx claude-mem install --ide dsh --dsh-profile tuiGrok Bot: see Grok Bot below.

SupportBuilt with Claude Agent SDK | Works with Claude Code, Codex, Cursor, OpenCode and more | Made with TypeScri…

Computer use for AI agents: see and operate desktop apps on macOS, Windows, and Linux through the OS accessibility tree.

Installnpm install -g agent-desktop agent-desktop status # platform, permissions, supported surfaces agent-desktop permissions --guide # macOS: walks you through the Accessibility grantBun, Yarn and pnpm can install the same package.

Quick startagent-desktop snapshot --app Finder -i # interactive elements, each with a ref agent-desktop click @s8f3k2p9:e8 # act on a ref from that snapshot agent-desktop snapshot --app Finder -i # observe again to verifyEach command prints one JSON envelope.

Window-owned refs stay pinned to their original window, including refs captured from…

submitted by /u/sr_local [link] [comments]

submitted by /u/HimelTy [link] [comments]

submitted by /u/Just-Grocery-2229 [link] [comments]

submitted by /u/MarvelsGrantMan136 [link] [comments]

submitted by /u/idkbruh653 [link] [comments]

submitted by /u/serene_sketch [link] [comments]

submitted by /u/Hrmbee [link] [comments]

submitted by /u/Mountain_Till_5868 [link] [comments]

submitted by /u/PerAsperaAdMars [link] [comments]

submitted by /u/MarvelsGrantMan136 [link] [comments]

submitted by /u/Potential_Being_7226 [link] [comments]

submitted by /u/AdSpecialist6598 [link] [comments]

submitted by /u/lkl34 [link] [comments]

submitted by /u/ParticularVoice919 [link] [comments]

submitted by /u/ArgentineBeauty [link] [comments]

How often should you try new stuff?”Enter the inimitable Richard Feynman, the 1965 Nobel Prize winner in physics.

It was during their research for the book that they stumbled upon Caltech’s Feynman Lectures website.

It was a question of reconstructing the problem Feynman was solving while simultaneously identifying his approach to solving it.

(As a matter of fact, Gottlieb of the Feynman Lectures points out that the Nobel laureate had no experience in working with stopping problems before this.)

Feynman lectures at Caltech.

Myriad Watch a Brain Learn A visual explanation of reinforcement learningHow does your brain help you learn a new skill?

To try to answer this question, we’ll build a digital being with a simple brain, and watch it learn a new behavior.

Fear Aggression Attraction Love Neuralcircuit Show one sparkBack then, we’d wired these circuits into the spark’s brain by hand.

The spark’s brain has just four neurons — two neurons serving as its eyes, and two neurons that wiggle its flippers.

This simple structure allowed us to watch its brain learn in three dimensions.

Progress in the mathematical understanding of the text was painfully slow – about a page a week – until September, when von Plato enlisted the help of the AI model Claude.

Photograph: Bettmann/Bettmann Archive“I was flabbergasted,” said von Plato.

Von Plato said he had started his Gödel project in 2017 because he was facing mandatory retirement from Helsinki University.

“He was just one step away,” said von Plato.

Von Plato believes that had Gödel published his work on the axiom of choice, he would have won the 1940 Fields medal.

A website for myths, misconceptions, outdated facts, and the lies school and everyday life taught youLooking for a website that tells you what you learned in school that was wrong?

Enter the year you graduated high school and see which of the facts you were taught have since been disproven or revised.

Retrocodex is a website of disproven facts and outdated facts: the stuff teachers, textbooks, and parents swore was true, checked against current research and the historical record.

Every entry cites multiple sources and notes when the record changed, because what's true today could get revised tomorrow.

Learned something wrong that isn't here yet?

Simulations can also be deeply engaging, helping students connect with the material in new ways.

Generative AI offers an opportunity to change this, democratizing the ability to make simulations while helping actually run complex simulations.

Primer is our attempt to build that system.

While we’ve provided information and explainer videos below on how it works, we’ve also produced a white paper on the Primer Project, that lays out in detail the concepts and architecture that drive it, including its prompts.

All of this is released open source or creative commons so that other educators and researchers can build and expand on this foundation.

README.TXTAbout these screensEvery screen was captured in ScummVM, except the Atari ST monochrome screens, which come from the Hatari emulator.

Each capture was scaled to 1600x1200 with nearest-neighbour pixels and 4:3 aspect correction, so every original pixel keeps the shape it had on a period monitor.

The twelve moments are the same in every version, with the same framing, so switching versions changes the machine, not the moment.

The PC 16-color screens come from a Spanish copy and the Atari ST mono ones from a French copy; all the others are in English.

Table of contentsCapture settings Sources The font CRT shader Who we are Small printDrag a title bar to move a window.

I wasn’t new to Azure, having run what is likely the longest-running production subscription of this cloud service, which launched in February 2010 as Windows Azure.

I also served as a Core OS specialist, helping Azure Core engineers diagnose deep OS issues.

That entire 122-strong org was knee-deep in impossible ruminations involving porting Windows to Linux to support their existing VM management agents.

I spent the next few days reading more about the plans, studying the current systems, and visiting old friends in Core OS, my alma mater.

His org is responsible for delivering Mariner Linux (now Azure Linux) and the trimmed-down distro running on the Overlake / Azure Boost card.

He might even get it in front of users - his staff start using it for real shifts, real tasks, real schedules.

He doesn’t know why it was built the way it was - the reasoning lived in a chat session that’s gone.

He doesn’t know what to look for or where to start looking.

That is what “vibes don’t maintain” means in practice.

It doesn’t know you’ll need them, because you didn’t.

via The Verge https://ift.tt/F9xmYwg

via The Verge https://ift.tt/wB9o7vY

So I (with the help of Mr Claude) built this family tree of software job titles, from the 1940s to now.

This is the centralisation/distribution see-saw I’ve written about before, playing out in job titles.

3) Some Titles Don’t LastThe prompt engineer made headlines in 2023 with a few eye-wateringly well-paid job listings.

DevOps was meant as a culture of developers and operations working together, but by about 2011 ‘DevOps Engineer’ had become a job title, usually for whoever did the automation.

When I’m asked what the difference is between a DevOps engineer, an SRE and a platform engineer, the honest answer is always a little history lesson.

In fact, I used to talk about how data teams were more or less exempt from the disruption that was happening in other areas of software.

They can try a query, look at what came back, and try again, just like a human analyst would do.

I used live datasets from four different data sources, built a number of interactive and animated visualizations.

Allowing business stakeholders to answer questions with data on their own has an even broader benefit than just shortening the data team’s backlog; it actually allows them to make better decisions.

By cutting down the amount of time it takes and the number of handoffs involved, they can ask more questions.

Today we convene to build our own manifesto - the No AI Slop manifesto.

Using AI doesn't necessarily make something slop.

Slop happens when we pass AI output along without taking responsibility for the quality or the reader's experience.

In code, even before AI, slop proliferates when we repeatedly work around problems instead of solving them correctly.

We fight slop because AI should make our work better, not just easier.

The work of writing depends on the work of reading; reading came first.

We read ourselves into the world, a world that includes us, that is ours to interpret and make.

Disliteracy posits that words are simple, basic things, that questions can be answered neatly and briefly, that meaning-making is transactional rather than contested.

The move from prohibition to austerity to distraction and dismissal comes back around again, to where every effort of disliteracy ultimately aims: to forbid thinking that imagines futures where the wealthy, ruling class no longer rules.

Disliteracy is the frontline of that assault, as it disarms us against that programming, makes us vulnerable to it, unable to s…

Generally, yes.

The OFL and most other licences here cover logos and brand work, including for clients, because they restrict selling the font itself, not what you make with it.

A free font isn't exclusive, though, so others can use it too.

Always read the licence that comes with the download.

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

KubeCon + CloudNativeCon – Get a generous discount by using changelogpod (think Earlybird pricing!).

WorkOS – WorkOS is building the infrastructure for the AI era.

Explore three new product previews: Airlock for secure AI agent permissions, Atlas for deploying AI-built internal apps, and Passport for seamless, passwordless access to work apps.

Fingerprint – Detect threats, AI agents, and bots with device intelligence.

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

Fingerprint – Detect threats, AI agents, and bots with device intelligence.

WorkOS – WorkOS is building the infrastructure for the AI era.

Explore three new product previews: Airlock for secure AI agent permissions, Atlas for deploying AI-built internal apps, and Passport for seamless, passwordless access to work apps.

See the announcements, demos, and highlights in the WorkOS init() 2026 recap.

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.comBuildkite – You deserve better CI.

Buildkite is engineered for frontier scale and trusted by the teams setting the pace.

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

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.

Gavriel Cohen, creator of NanoClaw and co-founder of NanoCo, joins Adam to explain how a 40-hour weekend project became a viral open source hit and the foundation of an enterprise AI company.

Gavriel describes the security concerns that led him to build a small, container-isolated alternative to OpenClaw, why he released it under the MIT license, and why the project’s community and credibility are more valuable than keeping its code private.

They explore the shift from writing code to architecting the environments in which agents work, NanoClaw’s “skills over features” approach, the approval and governance layers required inside large companies, and a future where every worker manages agent…

On Thursday, September 17th, Changelog is taking over PlanetScale’s HQ in San Francisco for an evening of short talks and conversations about AI, developer tools and what people are building.

We’ll have three 20-minute conversations with some special guests with time for questions, food, drinks and hanging out.

We’re doing this Changelog-style: live conversations, questions from the room, drinks, and plenty of time afterward for the hallway track.

If you’re in San Francisco, register to come hang out!

PlanetScale HQ, 108 Natoma St, San Francisco.

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

Buildkite is engineered for frontier scale and trusted by the teams setting the pace.

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.comFly.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.

Buildkite – You deserve better CI.

Buildkite is engineered for frontier scale and trusted by the teams setting the pace.

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

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.

Buildkite – You deserve better CI.

Buildkite is engineered for frontier scale and trusted by the teams setting the pace.

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.com

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.

ZDNET’s key takeawaysMicrosoft found some Linux kernel problems.

Thanks to AI, Linux and Windows struggle with increasing bug reports.

Recently, Microsoft’s FORGE Lab reported that its AI scanning system, MDASH, turned up 59 upstream Linux kernel bug reports, including one flaw at least 21 years old.

Easy: in Linux, any bug can be a security bug.

On Nov. 10, an ARM engineer and Linux kernel maintainer Lorenzo Stoakes gave up reviewing code.

ZDNET’s key takeawaysMicrosoft is experiencing an outage across several services, including Teams and Outlook.

A massive Microsoft outage appears to be underway, affecting more than just Microsoft 365 and Outlook access, as initially thought.

On Thursday morning, multiple people began reporting issues with Outlook, Teams, and CoPilot, according to Downdetector.

Microsoft said it was looking into the issue in an X post at 10:40 a.m.

Microsoft said it has paused all deployments for now and is “restarting affected servers,” adding another update at 2:31pm.

ZDNET’s key takeawaysRoku will no longer manufacture or sell smart home gear like cameras, smart plugs, or smart lights.

Instead, Roku will refocus on its streaming services and related streaming gear.

“We’re sharpening our focus on Roku’s core mission: being the top streaming platform,” a Roku spokesperson told Roettgers via email.

“As part of that, we plan to wind down sales of smart home hardware and will provide continued support and services for Roku Smart Home products.”More from ZDNETAlso: Worried about Fox buying Roku?

Currently, all but two of Roku’s smart home gear are listed as out of stock.

Most Android owners know of the Settings app, which gives them all the power Google assumes they need.

Also: How to sideload Android apps on your phone nowMake sure you understand the new sideloading process before you proceed.

As well, you have to enable restricted settings, which is done with Settings > Apps > See all X apps > Essentials.

Once there, click the On/Off slider to enable App Lock, and you’ll be prompted to grant the necessary Essentials permission in Accessibility.

After enabling the feature, tap it, and you’ll be prompted to authenticate with fingerprint, face, or password/PIN (whichever you have set up).

This is available at the Gemini website and in the mobile and desktop apps.

With a new option called Memory summary, you’re able to view the details that Gemini has gathered about you over time.

Even better, you can add or remove any details just by editing the memory or issuing your request directly to Gemini.

At the Settings screen, select Personal Intelligence and then click or tap Memory summary.

Also: Stop sharing your passwords with AI agentsWhat if Gemini’s memory includes details that are too personal or just incorrect?

Android users will be able to unlock compatible smart locks with a tap of their phone.

Google is adding digital home keys to Google Wallet, letting users tap their phones to unlock compatible smart locks.

Before Google’s announcement, compatible smart locks could be controlled on Android through their accompanying app and Google Home.

Also: Apple HomeView reviewOne digital key will be created for each Google Home, so it can unlock all compatible smart locks in that home.

At launch, Google Wallet will support digital keys for the Aqara U400 with UWB and NFC, and NFC on the Schlage Sense Pro and Nuki Keypad 2.

Smartphones began shipping with Bluetooth 6.0 in 2025, starting with the Samsung Galaxy S26 Plus and Galaxy S26 Ultra.

The following phones also have Bluetooth 6.0:Samsung: Galaxy Z Fold8; Galaxy Z Fold8 Ultra; Galaxy S26 Plus; Galaxy S26 UltraGalaxy Z Fold8; Galaxy Z Fold8 Ultra; Galaxy S26 Plus; Galaxy S26 Ultra Google: Pixel 10a; Pixel 10; Pixel 10 Pro; Pixel 10 Pro XL; Pixel 11; Pixel 11 Pro; Pixel 11 Pro XL; Pixel 11 Pro FoldPixel 10a; Pixel 10; Pixel 10 Pro; Pixel 10 Pro XL; Pixel 11; Pixel 11 Pro; Pixel 11 Pro XL; Pixel 11 Pro Fold Motorola: Edge (2026); Signature 27 (Bluetooth 7.0)If your Android phone is older than any of the listed above, even by a generation, it likely supports B…

ZDNET’s key takeawaysHealth metrics are vanishing from the Google Health app, Fitbit users report.

Google is working to fix the issue.

Fitbit users are having trouble seeing several key metrics on the Google Health app.

The glitch, Reddit users are speculating, occurs after users update to the latest Fitbit update 5.12.

Many users on the Reddit thread said they’ve experienced the same issue over the past few days.

ZDNET’s key takeawaysThe November Windows update may fail to install on some PCs.

Another Windows update, another glitch.

This latest one affects some Windows 11 users who attempt to install this week’s November Patch Tuesday update, only for it to fail.

For this, make sure your PC is connected to the internet and is set up to receive updates via Windows Update.

But since they pop up in Windows Update, anyone can install them.

ZDNET’s key takeawaysThe Home Assistant Connect AUX-2 is a new smart home multi-tool.

It modernizes older devices and battles planned obsolescence.

Priced at $69, the Connect AUX-2 is now available for purchase.

Also: Ring’s new drone patrols your home to keep an eye on thingsThe Home Assistant Connect AUX-2 is a multi-purpose piece of hardware made by Nabu Casa, the company behind official Home Assistant hardware.

The device brings together several connectivity options, including RS-232 serial for older TVs and other equipment, and the ability to connect older stereo systems and amplifiers to modern multi-room audio setups.

ZDNET’s key takeawaysGoogle Fi has new, free mobile data and Wi-Fi connection features.

Google Fi wireless customers with Pixel phones just got a serious upgrade to their mobile and Wi-Fi connections for free.

Google Fi returns to an original featureHere’s how the new mobile connection feature works: if your main connection slows or becomes unstable, Fi will automatically move to a secondary connection.

Google didn’t reveal what the “two of America’s best 5G cellular networks” were, but ZDNET has reached out to ask.

Faster Wi-Fi automatically as wellIn addition to a mobile connection upgrade, users are getting better Wi-Fi, too.

Oura is evolving from a smart ring seller to a “doctor in your pocket.”Oura users will gain access to board-certified physicians.

The acquisition of Counsel Health, which was already a partner in the Oura app, will give users access to Counsel’s in-house physicians and 24/7 medical AI.

It’s unknown whether access to Counsel Health physicians or the 24/7 medical AI will be included in an Oura app subscription.

I’ve written about how my Oura Ring detected an illness earlier this year, one day before I began to feel sick.

Making a physician readily available to Oura users could, in theory, reduce dependence on primary or urgent care providers.

Gemini Intelligence in Android Auto is reserved for certain Pixel phones.

This time, Gemini Intelligence is coming to Android Auto, but only for eligible Pixel users.

It looks like Gemini Intelligence in Android Auto will offer the same assistance.

Personal IntelligenceThough Gemini Intelligence in Android Auto is reserved for Pixel users, the upgrade follows a series of improvements Google has rolled out to its in-car software.

Non-Pixel Android phones and Android phones without Gemini Intelligence can use Personal Intelligence, which connects Gemini across your Google Maps, Photos, or Gmail data.

One lets Claude participate in meetings and take action in real time.

Soon, the company said, it will be able to join your meetings like one, and start working on the tasks you and your team are discussing live.

The tool can query company data from large external services such as Amazon Redshift and ClickHouse and comes with tracked changes and faster loading thanks to caching.

Anthropic said that for Team plans, all three features are on by default.

For Enterprise plans, only Claude Data will be on by default starting Nov. 19.

Try Fedora nextThey’re very similarFirst, let’s get the obvious out of the way: Ubuntu and Fedora are both Linux.

If you jump from Ubuntu to Fedora, you’re going to experience that again, because Fedora is (somewhat) faster than Ubuntu.

When rebooting from a logged-in desktop to the login screen, Fedora took 13.69 seconds, while Ubuntu took 14.31 seconds.

Fedora is fresherGenerally speaking, Fedora not only ships with newer apps than Ubuntu, but it also gets updates faster than Ubuntu.

Both Fedora and Ubuntu use GNOME; the difference is that Ubuntu customizes GNOME to look more like the Ubuntu Unity UI Canonical tested back in 2010.

Welcome back to TechCrunch Mobility, your hub for the future of transportation and now, more than ever, the role AI is playing in it.

We've been reviewing a bunch of new gadgets at TechCrunch this year, and we have some clear favorites to share for your Black Friday shopping and beyond.

Nvidia’s security chief quietly left in August, and now that CEO Jensen Huang has stepped down over his relationships, including one with an executive at a company suspected of funneling chips to China, a former intelligence officer says it’s the kind of leak that runs everyday conversations, which most corporate security teams are poorly equipped to catch.

The petition had attracted more than 115,000 signatures as of Saturday afternoon.

Even Elon Musk said the monthly fee is "too high."

From Touch ID shortcuts to smarter volume buttons and camera tricks, these tweaks make Apple's foldable iPhone easier to use every day.

FAA administrator Bryan Bedford also said there's "zero evidence of anything AI-related."

From Apple's repeatedly delayed Siri AI to OpenAI's messy "super app" launch, here's a look at the AI projects that shut down or missed expectations.

Some governments moved to confirm chip supply commitments, while others are monitoring the impact on local projects or addressing ongoing investigations.

The latest model is lighter and thinner than its predecessor and features an edge-to-edge display. But if you already own the first-generation Colorsoft, there’s little reason to upgrade.

Nvidia poured tens of billions into AI startups under Huang. Without him at the helm, founders and VCs are bracing for smaller checks and lower valuations.

The Federal Aviation Administration grounded flights across the United States citing "extraordinary circumstances" and for "reasons of safety."

This week the Linux Foundation's Open Source Security Foundation (OpenSSF) announced it would broaden its AI security resources, including a new guide to finding and fixing vulnerabilities using AI, "from preparing and sandboxing AI to validating, fixing, and preventing issues." The guide "stresses that AI-generated patches should never be trusted without automated tests and human review. An online course (LFD126) is planned for the coming months." OpenSSF also released the State of AI Impact on Software Security and Cybersecurity 2026 report (supported by OpenSSF, ActiveState and the Linux Foundation AI & Data Foundation). And it turns out the 2026 report "found a growing gap between the p…

The Associated Press reports: Italy announced an €805 million ($887 million) fine against Meta on Saturday for using photos and videos from Android users' galleries on Facebook without specific consent or adequate disclosure...

Investigators found that the feature was enabled by default and that Facebook requested gallery access through a single permission covering multiple app functions with different purposes. The authority gave Meta 60 days to disable the feature and seek separate consent for its use. Italy has about 20 million Android users, notes the BBC, and this fine "is among the largest an Italian authority has ever imposed on a tech giant." The charge is related to a feature which…

In three years "Megaspeed International" went from from inactive Chinese gaming subsidiary "to one of Asia's biggest buyers of cutting-edge semiconductors from the US," reports CNN. "It is incredibly hard to look at this and not see a Chinese state-sponsored network for bypassing US export control networks," trade data investigator William George told CNN. As Nvidia's Jensen Huang had an affair with Megaspeed executive Alice Huang, "Megaspeed quietly instilled billions of dollars of Nvidia chips in data centers across Southeast Asia," CNN writes, noting scrutiny of the company from the Singapore government and US officials "concerned that the company was passing those chips on to unauthoriz…

In three years "Megaspeed International" went from from inactive Chinese gaming subsidiary "to one of Asia's biggest buyers of cutting-edge semiconductors from the US," reports CNN. "It is incredibly hard to look at this and not see a Chinese state-sponsored network for bypassing US export control networks," trade data investigator William George told CNN. As Nvidia's Jensen Huang had an affair with Megaspeed executive Alice Huang, "Megaspeed quietly instilled billions of dollars of Nvidia chips in data centers across Southeast Asia," CNN writes, noting scrutiny of the company from the Singapore government and US officials "concerned that the company was passing those chips on to unauthoriz…

"Lucasfilm and Disney have restored the original Star Wars (1977) and will release the film in multiple formats, including Imax 70mm [starting February 19], as part of the franchise's 50th anniversary celebrations," reports Deadline. The original film will also be displayed in its original 16:9 format on the center of Cosm's 12K+ LED Dome, in a special presentation developed with Disney, Lucasfilm, ILM, and MakeMake. They're calling it a "Shared Reality production" where "the surrounding visual environments dynamically evolve to immerse the audience in iconic Star Wars locations and moments." Deadline reports more 50th anniversary celebrations In addition to the Imax 70mm screenings, the fi…

October 3: $84,680

Today: $64,108 Bitcoin dropped 24.2% in 46 days. And it "fell more than 4% on Friday to $68,500," reports Fortune, "wiping out gains built over the past three months and casting doubt on whether its bear market was ever really over." The asset also faces weaker investor appetite, according to crypto analytics provider CryptoQuant. The firm's demand indicator recorded its weakest reading since December 2023, while Bitcoin exchange-traded funds became net sellers again. The recent downturn has also extended to other parts of the crypto market. That includes Tether's USDT, the largest cryptocurrency pegged to the U.S. dollar, whose total value shrank by $7.7 billion over the…

Reuters reports: The Pan American Health Organization has revoked the United States' measles-elimination status, ending a 26-year run after determining the country failed to halt continuous transmission of the highly contagious virus for more than a year, the Wall Street Journal reported on Friday... The reported decision by the Americas branch of the World Health Organization comes as the US battles the highest number of measles cases it has seen in more than three decades. Some 7,500 people in the US have been infected with measles and 13 have died since 2025. That period coincides with falling immunization rates and rising vaccine hesitancy under US Health Secretary Robert F. Kennedy Jr.…

Arch-based Manjaro Linux "has announced that Manjaro Project e.V. is now officially registered as a non-profit in Germany," reports Linuxiac, "and is therefore a legally separate entity from the commercial Manjaro GmbH & Co. KG... after months of internal wrangling over who was in charge of the project, who had access to the infrastructure and who didn't, and the relationship between the dev team and the commercial company..." The restructuring goes back to March, when the Manjaro developers released the Manjaro 2.0 Manifesto, which was a very public critique of the way Manjaro was being run. The document claims that decision-making has effectively become the sole domain of the project foun…

"When we need medical care, we expect decisions about our treatment to be made by our doctors, not a tech company's algorithm," writes the EFF newsletter EFFector. But in January America's federal government launched a program called WISeR that uses AI to evaluate authorization requests for certain procedures from America's federal health insurance program for seniors, Medicare. EFF sued for records and discovered "additional issues" with the program that they say "could jeopardize Medicare beneficiaries' access to care." The records we received revealed that WISeR has resulted in widespread delays and denials of care, operational chaos, and reports of patient harm. Further documents obtain…

The Washington Post reports on something peculiar about support for Nvidia CEO Jensen Huang online after he'd told the world he'd been unfaithful to his wife (before reports of his second extramarital affair): Joining the chorus online were voices of seemingly everyday people: a chef, a stock trader, a Hebrew teacher and several environmental activists. But at least 400 of them were fake, according to research from the nonprofit Midas Project, with links to a public relations firm involved in previous so-called "sockpuppet" campaigns... Many of the fake accounts, according to Midas Project executive director Tyler Johnston, replied to journalists, former U.S. officials and other prominent f…

The best Stratechery content from the week of November 9, 2026, including the shocking demise of Jensen Huang; enterprise, consumer and Intel; and professional basketbal.

Sharp Tech is, for the first time, available on video. You have three ways to consume it: YouTube, Spotify, and here on Stratechery

An interview with Roblox CEO David Baszucki about how AI is transforming game creation, and why that opens up huge opportunities to both enable developers and make Roblox both an Aggregator and a platform.

Intel and AMD's diverging earnings point to fundamental historical differences, and make me wonder if Intel needs to find a new (old) path.

Баланс поменялся. Гениев больше не стало. Но появился усилитель интеллекта, витамин, энергетик — ИИ. Разрыв между лидерами индустрии и всеми остальными увеличился многократно: у кого-то есть команда из 10х инженеров с 10х бюджетами на токены и 10х более умными моделями. «Кого-то» мы прекрасно знаем: OpenAI, Anthropic, Google, Meta, Microsoft, Alibaba, Baidu, Tencent, Amazon, Nvidia, Tesla – по пальцам пересчитать, на самом деле, очень, очень узкий круг. Рыцари круглого стола, блин. Мэрлины. Так складывается полное «нас не догонят!»

The Jensen Huang story got worse for him on Monday; the real risk for Huang is governance, even more than national security. Who benefits?

Эй ай, эй ай, эй ай

Вот бы эй ай приносил пользу, реальную, осязаемую, два десятка раз в день.

Рассказываю как.

Шлет маркетолог мусорные пуши, пользуется тем, что отключить их совсем я не хочу, потому что статус заказа не увижу, а настроек пушей его же разработчики по счастливому совпадению не сделали.

А я бы такой хоба, нажал на пуш и сказать айфону «меньше такого мусора», нажал бы на следующем, и гляди, через 5-10 раз айфон бы запомнил. Как — мне не важно, обучил бы он берт, взял бы он другую он-девайс модель, или в целом ходил бы в большой джев за классификацией.

Т. е. лица она распознавать на телефоне научились, а мусорные пуши не хотят. Маркетолог Яндекс-драйва, прочитай этот пост 11.1…

Nvidia CEO Jensen Huang admitted to an affair with a Chinese spy, and that might not be the end of his troubles. I hope he survives, but his influence will never be the same.

Я решил проверить, как скиллы влияют на качество дизайна нейросетями. Будете читать, гляньте на дату поста и даты выхода моделей, через полгода две недели все поменяется.

У меня есть бенчмарк, в котором я проверяю, как разные нейросети дизайнят, см. Recipe scaler bench. В нем я проверяю сами модели (ну и немного харнесы).

А что, если проверять не только голые модели, но и некоторые дизайн-скиллы. Улучшат ли скиллы что, ухудшат ли, как сильно помогут, сделают ли дизайн менее нейрослопным или наоборот превратят в стандартные блоки тильды?

Это были вопросы эксперимента.

Эксперимент был примерно тот же: я дал одну и ту же задачу, в одном и тот же инструменте разным моделям. Результаты без скилл…

The best Stratechery content from the week of November 2, 2026, including AI on the ballot, a Google state of the union, and China.

The best Stratechery content from the week of November 2, 2026, including AI on the ballot, a Google state of the union, and China.

Sharp Tech is, for the first time, available on video. You have two ways to consume it: YouTube, and here on Stratechery

An interview with Intuit CEO Sasan Goodarzi about the working for one of tech's oldest software companies, and how Intuit is leaning into the AI paradigm shift.

Data Centers were on the ballot, and they lost in a major way; what does it mean if American opposition to building is permanent?

Apple's earnings suggest that the company's hardware business is doing better than ever, even in the face of memory challenges. Does the software story help or hurt?

Расскажите о ссылке

Google's earnings miss looks a lot like Facebook's, and that's a credit to Google. The company is being more aggressive than they get credit for.

Подготовил пост про режим готовки

Логично, что в приложениях для рецептов есть режим готовки. Но обычно это ухудшенная версия экрана рецепта.

Обычно тот же рецепт, но разбитый по шагам. Т. е. и смотреть менее удобно, чем просто в рецепте, и локтем в кнопку все равно целиться, потому что руки в тесте, фарше или рыбе.

Крутон. Один шаг, на весь экран. Кнопки ←→, которые надо тыкать: Весь рецепт, кстати, уместился просто на страницу Whisk, примерно то же самое: Claude, у них есть виджет для чата: Даже если ты найдешь место и закрепишь 16» экран на кухне, все равно ничего поместиться не должно: Иногда режим готовки это просто текст покрупнее (Mela): Иногда режим готовки это в целом шаги, просто …

The best Stratechery content from the week of October 26, 2026 including Anthropic numbers, the end of the Internet as we know it, and autocracies then and now.

The best Stratechery content from the week of October 26, 2026 including Anthropic numbers, the end of the Internet as we know it, and autocracies then and now.

Sharp Tech is, for the first time, available on video. You have three ways to consume it: YouTube, Spotify, and here on Stratechery.

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

More people now ask an AI assistant which app to download instead of scrolling the store. I've been curious how often small indie apps actually show up in those answers, so here's the deal. Comment with your live mobile app: - App Store or Google Play link - App name - One line on what it does I'll check if ChatGPT, Claude and Gemini recommend it for the kinds of questions your users would actually ask, tell you which apps they suggest instead, and share a couple of concrete tips for your store listing. Mobile apps only, live on the App Store or Google Play (no web apps, betas or TestFlight builds). I'll go through them oldest first, so it may take a little while to reach everyone. submitte…

&#x200B; Hey everyone, I'm building a platform that spins up dynamic sandboxed environments (using Daytona API) for user-generated code. Since these tasks involve external API calls, timeouts, and ephemeral workspaces, the queue architecture is critical. Initially, we used Redis for the queue (because it's fast, right?). But we hit a major wall: Durability and State consistency. If a worker crashed or the Redis instance restarted before acknowledgment, tasks were lost. And for our billing flow, losing a job meant a user could be charged without receiving a service. So, we made a controversial decision: We moved our primary job queue to PostgreSQL (using \`SELECT ... FOR UPDATE SKIP LOCKED\`…

Hey everyone, For the past while I've been building my own desktop local music archive manager, my main inspiration comes from app called Sononym. AI built Audify using Tauri v2, Rust, and SQLite (FTS5), and decided to open-source it. I currently use it with a ~55,000 file library and it sits around 400MB RAM with instant search. Main things it does: - Fast search with inline filters (<2s, dur:1-5s, bpm:90-130, key:~8A for Camelot neighbors, -loop, is:fav) and built-in SFX synonym matching (e.g. searching "whoosh" also finds swish, passby, etc.) - Waveform region slicing + pitch shifting (-12 to +12 semitones): you can highlight an In/Out range on the waveform and drag it directly into DaVi…

My daughter (9) was having a rough time with her times tables, and paper flashcards were a nightly battle. So I built a little web app that works like flashcards but feels more like a game. A card pops up, there’s a timer, and she answers as fast as she can. Get a few right in a row and the screen goes a bit nuts with fireworks and confetti, which she loves way more than I expected. There’s a gear icon in the top right for parents. In there you can: pick which times tables to practice set the timer and how many cards are in a round choose multiple choice or typing the answer set a prize and how many perfect rounds it takes to earn it decide if those perfect rounds have to be in a row, or if…

Hi, I'm Guillaume, the creator of Mareloa. It starts from a question every family on a seaside holiday knows: there are three beaches near the rental, which one today? The answer was spread over several apps: weather, wind, tide, lifeguard hours, and whether there's a shower for the kids. Mareloa puts that on one page per beach: https://mareloa.com/en/spots/carteret?utm_source=reddit_sideproject&utm_medium=community&utm_campaign=communautes_2026 What I learned, mostly by removing things: - **A wind arrow means little on its own.** What matters is the wind relative to the beach, so each page says offshore, cross-shore or onshore, based on the way the beach faces. - **The tide isn't always re…

Hello all! Hope it's ok to post here about this. For the last few months I’ve been building Side B. Side B is a home screen widget, not an app you have to open: a pocket cassette player that’s always on your screen. Your music is right there all day, no jumping through hoops to get to it. Other cassette player apps I found only play MP3 files and were a bit too “cartoony” for my taste. Side B works with the apps you already use (Spotify, YouTube Music, Apple Music, podcasts, anything), so whatever you play shows up on a tape. I wanted it to feel real and satisfying like a Walkman: the reels actually wind as the song plays, a new tape slides in with every album, and the keys sink and click w…

While job hunting, the same jobs kept showing up in my LinkedIn searches: ones I’d already applied to, ones I’d already opened, plus promoted posts. Scrolling past them every day wasted a lot of my time. So I made a small extension, just for me, that hides them. I used it on my own for a while, then published it on the Chrome Web Store without telling anyone. About 900 people found it by themselves. I’ve improved it a lot since then, and it finally feels good enough to show: Hides Applied / Viewed / Promoted / Easy Apply jobs (each one is a toggle) One-click “block this company” button on every job card Keyword filter on job titles (whole-word, so “java” doesn’t hide JavaScript jobs) Click …

I needed a place to put all my JavaScript HTML files. still trying to figure out the backend! Sitemap — tinyfiles.tv submitted by /u/Fit_Purple4740 [link] [comments]

I posted here about making this about more than a month ago and got fairly positive responses. The goal is to convert any desktop device into a homeserver while making sure that the process is super simple and intuitive even for non-tech savvy people and must not require any money to operate. You'll just have to connect once using qr code/6-digits code and itll stay. Now you can send files, choose folders(whatsapp,photos,etc) to backup, restore the selected folders, access pc file system, stream videos, view photos, rename, edit, etc from anywhere. However, connection behind CG-NAT is very tricky, ive find solutions to make it reliable i.e using drive as tunnel(we can replace it with nextcl…

Genuine question for people who have shipped more than one app. I keep seeing two camps: - build fast, ship, and let the market tell you - check demand first (search volume, competitors, reviews), then build If you're in the second camp, what do you actually look at? A specific number you need to see? A red flag that makes you drop the idea? If you're in the first camp, how many ideas did you go through before one stuck? I'm working on a tool around this and want to know what people really check, not what blog posts say they should. submitted by /u/icecooldigital [link] [comments]

I got tired of stitching crypto libraries together and managing keys by hand, so I built AMARACUS: one API for managed keys, AES-256-GCM, signing, hashing, and post-quantum ML-KEM and ML-DSA. 🏠 Self-hosting? Your first 1,000 operations are free. ☁️ Using the cloud? It starts at $2 per month for 15,000 operations. It also has a small PKI, an audit log, TypeScript and Python SDKs and a CLI. The code is source-available on GitHub (not open source). It’s not FIPS 140-3 validated and doesn’t use an HSM, which I say plainly on the site. I’m launching on Product Hunt on Nov 17: Site: https://amaracus.tech · Repo: https://github.com/AMARACUS/AMARACUS What would make you try it? I’m especially curi…

Hi everyone! I started working on a small budgeting app just for myself. I wasn't planning to release it, but over time I kept adding features, experimenting with ideas, and eventually the project grew into two applications. I'm not a programmer, so I used AI tools to help me write most of the code. I've mainly been working on the ideas, UI, testing, and figuring out how everything should work. Here's what I've made: Tua: Your Budget - a personal finance tracker with expenses, savings goals, statistics, themes, and animated pixel-art companions. TuaStudio - a separate pixel-art editor for creating custom characters, animations, and appearance packs for Budget. Both applications are for Wind…

The idea came from noticing that people don't drop planners because they're hard, they drop them because they can't see them working. So in SkyTasks every finished task builds part of an isometric city, and each area of your life is a neighborhood that grows or goes quiet. It's live on iPhone and Android, free with no ads, in English and Hebrew. Built with Flutter and Supabase, and the city is drawn in code, no 3D engine. skytasks.pages.dev/get/en/?s=k98 What I'd love to know: does the city make you want to come back, or is it just a nice first impression? And what would you cut? submitted by /u/Loose_Needleworker82 [link] [comments]

Hey everyone! I previously shared a friend's project on r/synology, and since then it has grown quite a bit. I thought it might be worth showing it to the wider community. It's called ChatPlus Desktop, a free, open-source desktop client focused on Synology Chat and Synology ChatPlus. It connects to your existing Synology NAS and adds a more convenient desktop experience, including native notifications, multiple accounts, system tray integration, themes, and multilingual support. It also supports additional messaging services like WhatsApp, Discord, Messenger, Slack and Mattermost, although some integrations are still experimental. The latest release is v1.0.2. The project is built with Taur…

Hey everyone! I've been working on a side project called Omega Stocks and wanted to share it here. It's a website that helps people research stocks and ETFs, analyse portfolios and learn more about investing. I've added some AI features to make stock research easier, as well as a beginner investing section. It's currently free to use, and I'm looking for my first users to try it out. Would love to hear what you think and any suggestions for improving it! Website: https://www.omega-stocks.com/ Thanks! :) Processing video fxtrweat1s1i1... submitted by /u/Fofoka7 [link] [comments]

Agentic Design Canvas - A visual way to collaborate with AI Discussion | Link

Sell your data and RL tasks to frontier AI labs Discussion | Link

Fast, native and smart email for Mac and iPhone Discussion | Link

Watch today's hunt live: points, speed, rank moves Discussion | Link

Privacy compliance on autopilot Discussion | Link

Find the fix in big codebases. Ship it from Slack. Discussion | Link

Notes that remind you, on iPhone, iPad, Mac and web Discussion | Link

A blazing-fast, persistent, key-value AI workload database Discussion | Link

The open source Grok Bot alternative you actually own Discussion | Link

Meeting notes on your Mac, with no bot in the call Discussion | Link

Build interactive group experiences with AI. Discussion | Link

Cut AI coding costs by 90% Discussion | Link

Help customers discover your business through ChatGPT Discussion | Link

A breadboard simulator with real physics, in your browser Discussion | Link

Trading cards, literally digital cards with tokenized stocks Discussion | Link

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

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

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

This article is visible for CLUB members only. If you are already a member but don’t see the content of this article, please login here. If you’re not a CLUB member yet, but you’d like to read members-only content like this one, have unrestricted access to the site and benefit from many additional perks, you […]

The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (Nov.09 – Nov. 13) appeared first on EU-Startups.

Würzburg-based SpaceTech startup NeuralSat has secured €2.9 million in pre-Seed funding to develop a satellite network designed to improve data transmission and computing capabilities in orbit. The funding round was led by Capnamic Ventures and Bayern Kapital, with participation from ZOHO.VC, Robin Capital, BAB – Die Förderbank für Bremen und Bremerhaven, KIEMIS Holding and Mission […]

The post Germany’s NeuralSat raises €2.9 million to build a high-speed data network in space appeared first on EU-Startups.

ValkaAI, a Czech DeepTech company developing real-time generative AI that lets digital personas react to live events, has extended its pre-Seed funding round to €13 million. This round was backed by Look AI Ventures, alongside ff Venture Capital. In February 2026, the company announced it raised its first external capital—€12 million in pre-seed funding—led by […]

The post Czech startup ValkaAI extends pre-Seed round to €13 million to bring AI personas to live events at scale appeared first on EU-Startups.

A global Microsoft outage, which began yesterday on 12 November 2026, has disrupted Outlook, Teams, Copilot, SharePoint and other Microsoft 365 services for more than 12 hours, affecting businesses, government agencies, financial institutions and airlines across several continents. The disruption has even reached OpenAI’s ChatGPT and Anthropic’s Claude, with both reporting problems with their Microsoft […]

The post Outlook not looking good? Here are 10 European alternatives for when Microsoft 365 takes a day off appeared first on EU-Startups.

In a recent article, we explored iBeer, the viral app that allowed users to pretend to drink beer from their phones. Another technology experiment took a similarly playful idea in a more practical direction, asking a simple question: “How much is a pint of Guinness?” The answer led to Guinndex.ai, an AI-powered, crowdsourced index tracking […]

The post The Guinndex: A simple question turned AI experiment appeared first on EU-Startups.

Pro Climbing League (PCL), a London-based professional climbing competition that claims to be the world’s first, has closed a €3.8 million (£3.2 million) Seed round to “professionalise climbing” and turn it into a “mainstream global phenomenon”. The round was led by Redrice Ventures and joined by The International Bouldering Alliance, Active Partners, and Accelerate Ventures. […]

The post Pro Climbing League secures €3.8 million to “professionalise climbing”; gears up for inaugural 2027 season appeared first on EU-Startups.

Incision, an Amsterdam-based healthcare software company that helps operating room and sterile processing teams prepare for every procedure, has secured a €4 million investment from HERAN Partners via its HERAN HealthTech Fund II.

Incision claims to bring this information together in one platform that comprises three products: Incision Assist, MySPD, and Incision Academy.

Incision Assist gives OR staff procedure-, role-, and surgeon-specific guidance on instruments, materials, and room setup, supported by photos, videos, and 3D visuals of the OR setup.

The Incision MySPD platform supports sterile processing departments with standardised training and competency tracking, and the Incision Aca…

VectorY Therapeutics, an Amsterdam-based BioTech developing vectorised antibody therapies for neurodegenerative diseases, has raised €74.5 million ($83.5 million) in new financing.

Founded in 2020 and headquartered at the Science Park Matrix Innovation Centre in Amsterdam, VectorY Therapeutics develops precision-targeted therapies designed to arrest and potentially reverse the progression of neurodegenerative diseases.

The platform, according to the company, is modular in nature, allowing it to expand into additional neurodegenerative diseases over time.

“Neurodegenerative diseases represent some of the most complex challenges in medicine, and patients and families urgently need new treatme…

A fresh wave of acquisitions has brought together companies across travel, Ai, mobility and logistics, with European startups and scale-ups appearing on both sides of the negotiating table.

Founded in 2017 by Paolo De Nadai, Fabio Bin and Erika De Santi, WeRoad organises group travel experiences built around communities of travellers.

The company raised €49 million ($58 million) in a Series C round led by Airbnb in May 2026.

Its network now includes more than 1,600 parking locations, accessible through distribution partners reaching over 50 million European users across four countries.

The acquisition combines Quiver’s retail delivery technology with Stuart’s established logistics network a…

The INMerge Innovation Summit is set to return to Baku on 30 November – 1 December, 2026, bringing together some of the world’s most influential figures in technology, business, entrepreneurship and innovation.

Hosted at the Baku Convention Center, the summit will welcome more than 200 internationally renowned speakers.

Beyond its high-profile speakers, INMerge 2026 will place a strong emphasis on supporting startups and emerging entrepreneurs.

More than 40 will compete in INBattle, the summit’s startup competition, for a €45,000 ($50,000) cash prize.

Since its launch in 2021, INMerge Innovation Summit has developed into a major regional platform connecting corporations, investors, startups…

Orakl Oncology, a French TechBio company using AI and real patient biology to predict how cancer drugs will perform in clinical trials, today announced a €30 million ($34 million) Series A.

Notable angels include Dorothy Chou, Thomas Wolf, Stanislas Polu, Jacques Boitreaud and Mostafa ElSayed, bringing Orakl’s total funding to €45 million ($50 million).

They’ve translated that expertise into a platform that combines real patient biology, experimental data and AI to predict how cancer drugs will perform in clinical trials.

We’re proud to continue backing the team as they scale.”Founded in 2023, Orakl Oncology is building AI-powered ‘virtual cancer patients’ to predict how new oncology drugs …

The company has established a significant European presence, employing more than 1,000 people across the continent and serving over two million European businesses.

Its latest guide on EU Inc. and European competitiveness draws on this experience to examine what European founders need to build and scale their companies.

However, provisions for a central European company register and a dedicated insolvency framework were removed, raising further questions about how much harmonisation the final legislation will achieve.

“European founders are asking for clear, harmonized rules that enable them to innovate at scale,” says Eileen O’Mara, Vice Chair at Stripe.

While US SaaS businesses have retur…

SE3, a Munich-based spatial intelligence provider for autonomous systems, today announced that it has raised €27.04 million ($30 million) in Series A funding.

Lukas Köstler, CEO and co-founder of SE3, said, “Working in defence means our technology has to deliver under pressure in the field.

SE3 is building the spatial intelligence technology that enables machines to perceive, reason and act autonomously in the physical world.

It combines computer vision and AI to help machines turn sensor data into spatial understanding, enabling autonomous operation.

As a result, autonomy is now critical to defence systems, and spatial intelligence has become essential for it to work,” SE3 mentioned in the…

The appointment comes as demand grows for reliable, scalable quantum chip testing solutions.

According to Raj, quantum chip testing is increasingly becoming a bottleneck in the industry’s development.

These challenges also present opportunities for OrangeQS, which develops quantum chip test equipment and software designed to enable reliable and efficient characterisation of qubits and other quantum chip components.

For OrangeQS, the appointment represents another step towards establishing its position in the emerging market for industrial-scale quantum chip testing.

With Raj leading its commercial expansion, the company aims to translate its technological expertise into stronger market trac…

In this episode, I sit down with Fraser Bell, who took over as CEO of Wondercraft earlier this year.

We talk about what that transition actually looked like behind the scenes, from the first conversations to taking the reins of a company he didn’t start.

Wondercraft is an AI audio and video studio that makes it easy for anyone to create professional, business-ready content, bringing together the latest AI models across voice, video, avatars, images and sound.

Fraser shares what it’s really like to be a CEO without being a founder: how he balances respecting the original vision with putting his own stamp on the business.

We also dig into who’s actually using Wondercraft today, whether the mo…

This week, we tracked more than 60 tech funding deals worth over €2.3 billion and over 10 exits, M&A transactions, rumours, and related news stories across Europe.

This week we also launched our monthly report for October with the biggest fundraises, standout deals, and evolving tech trends.

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 and market trends.

This week, the European Commission announced five new actions to support business angels under its EU Startup and Scaleup Strategy.

The measures aim to improve access to early-stage investment opportunities, strengthen angel investor networks and make it easier to invest across European borders.

: A single entry point connecting innovators and investors, giving business angels and angel network managers access to investment-ready, EU-backed projects.

European Angel Accreditation : A common framework for verifying angel investors, which Member States could use to extend tax incentives and co-investment opportunities across borders.

European Angel Investor Network: An extension of the Europea…

LF Energy, a Linux Foundation initiative that brings the energy sector together to develop the digital foundation for energy through open source software, standards, and data, received $2.5 million in funding from Google.org this week to accelerate the development and adoption of open-source tools for Europe's electricity grids.

In the near term, grid operators must maximise use of the capacity they already have, which depends on technology to observe, model and forecast their networks.

"AI will only be as useful to grid operators as the data and models it is built on," said Alex Thornton, executive director of LF Energy.

"This grant from Google.org via INCO invests in that foundation: open…

PostScriptum, the founder’s office of AI entrepreneur Peter Sarlin, has acquired a majority stake in Brillian, with Brillian’s founders, employees and other existing shareholders retaining the remaining substantial minority.

Founded in 2024 by Tarmo Pajunen, Tatu Hautala, and Jussi Järvinen, Brillian has built a team that delivers AI deployment end-to-end, from strategy to AI in daily work.

Together, PostScriptum and Brillian aim to build a leading European AI deployment company that challenges businesses to rethink, evolve and thrive in the AI era.

We're proud to support the team’s ambition to become the leading European AI deployment company that can compete globally," says Peter Sarlin, …

European AI infrastructure company Nebius today reported a surge in quarterly revenues to $981m but said some of its co-location data centre sites powering AI had been hit by delays.

Nebius reported a 571 per cent leap in year on year Q3 revenues to $981m, fuelled by demand for its AI infrastructure offering.

The Amsterdam-listed company reported a net loss of $37.5m in the quarter, a reduction compared to a loss of $119.6m the previous year.

Nebius today said it had been hit by delays to its co-location data centre sites, including its 300 MW facility in Vineland, New Jersey.

This diversification comes from open models or other ways to build specialised models for the use cases.

Traveltech company WeRoad has acquired the Swiss travel brand and community TravelTribe.

Founded in 2017, WeRoad has helped more than 300,000 travellers explore over 1,000 itineraries through its network of 4,000+ Coordinators.

In 2025, it launched WeMeet, bringing people together through local events and shared experiences.

​ It will also bring TravelTribe Co-Founder Francesco Staccone on board to grow WeMeet, WeRoad’s local events platform.

​WeRoad is pursuing M&A deals with companies on nearly every continent, including group travel platforms and event-focused businesses serving 2,000 to 40,000 participants annually.

European deeptech scaleups have raised more than €4 billion since joining the EIC Scaling Club, an EIC-funded initiative supporting promising European deeptech companies.

The EIC Scaling Club, running under the EIC Business Acceleration Services, launched its first cohort in April 2024, followed by a second cohort in October 2024.

Among companies that secured investment, Club members raised an average of €60.6 million, compared with €39.7 million for the control group.

Overall, Club companies raised funding equivalent to 128 per cent of their total pre-joining investment, compared with 56 per cent for comparable businesses.

While the report points to strong fundraising momentum among Club c…

SoftBank has led a $500m funding round in German humanoid robotics startup Agile Robots that automates industrial work.

The Japanese multinational led the Series F funding round, which also features Nvidia, Hitachi, and T Capital and valued Agile at $8.5bn.

The Munich-based robotics company manufactures robotic arms, hands, autonomous mobile robots and humanoid robots, as well as building the software and AI models behind the tech.

Agile CEO and founder Dr. Zhaopeng Chen said: “Physical AI will fundamentally change how the world builds, moves and makes things.

Our vision is intelligent robots working alongside people in factories and warehouses everywhere, and Agile Robots is determined to …

European tech funding slowed considerably in October following a strong September.

Companies raised €6 billion across 288 funding deals, compared with €15.8 billion across 300 deals in September.

This represents a decline of around 62 per cent in funding value, while deal volume decreased by just 4 per cent month on month.

IndustriesHealthtech was the leading sector by investment volume in European tech startups in September 2026, capturing €21.8 per cent of the month’s total funding, at €5.2 billion.

ExitsExit activity across the European tech ecosystem remained stable in October, with 39 transactions recorded during the month, matching September's total.

Opdo, an AI-native optical engineering company, has raised $2.3 million in pre-seed funding to accelerate its ambition of automating optical engineering, from initial design to finished components.

For more than a year, Opdo has worked alongside customers to design complex optical systems, combining AI agents with specialist engineering expertise.

Yet designing and manufacturing optical components remains slow and labour-intensive, with growing demand for specialist engineers creating bottlenecks across these industries.

“Opdo is building a self-improving system that takes real-world optical manufacturing data and feeds it back into AI-based simulation tools.

Companies looking to accelerate…

AI-powered B2B pricing platform Mondrio has raised a $3.75 million funding round led by Heartcore Capital, with participation from Pretiosum VC, Hersir Ventures, Cambrena Capital and Momo VC, alongside angel investors with experience in pricing, CPQ, AI and payments.

The company develops an AI-powered platform designed to help businesses develop and execute pricing strategies, optimise revenue and automate related workflows.

Pricing strategies that previously remained relevant for extended periods can quickly become outdated as market conditions, customer expectations and competitive dynamics change.

Mondrio aims to address these challenges by combining AI agents with pricing expertise to h…

UK banking infrastructure fintech Griffin has raised $20m in new funding, it said today, and is now valued at over $100m.

The $20m Series B funding round was led by Octagon Partners with participation from Notion Capital, A+ Ventures, Nordic Ninja, Breega and other existing investors.

It has a UK banking licence, which allows fintechs and businesses to offer banking services to their customers without them having to acquire the necessary banking licences.

The London-based fintech says it will use the funds to expand its suite of banking services, such as card issuing and stablecoin services.

The funds, it says, will also help steer the UK fintech through to making a full-year profit.

European spacetech companies attracted approximately €2.8 billion in funding during H1 2026, reflecting continued investor interest in satellite infrastructure, space intelligence, launch services and advanced propulsion technologies.

Meanwhile, smaller rounds supported emerging companies developing technologies for orbital mobility, space manufacturing and satellite data services.

Debt financing also played a significant role, reflecting the sector's capital-intensive nature and the need to finance infrastructure development, technological advancement and commercial expansion.

For further insights into funding trends across the European technology ecosystem, explore Tech.eu's Funding Explo…

UFORCE, a defencetech company founded in Ukraine and headquartered in London, with major hubs in Kyiv and Washington, DC, today announced a $700 million Series A financing round at a $6 billion valuation.

UFORCE builds autonomous uncrewed platforms across sea, land and air, and the AI software, orchestration, and command-and-control (C2) layer that operates them.

The Ukrainian armed forces have used MAGURAs as a mobile maritime base for multi-domain operations, launching NEMESIS UAVs for long-range strikes against targets like air defence systems.

UFORCE turns that hard-won frontline experience into both unmanned systems and the operational know-how to use them effectively.

With the Nationa…

Gama, the French company building ultra-light deployable solar arrays for satellites, today announced €15 million in Seed funding from Transition, Planet A, Draper Associates, and Manta Ray.

Direct-to-device networks, broadband constellations and orbital data centres need far more electrical power per satellite than previous generations.

Gama's deployable solar array Wing packs very large arrays into a small stowed volume.

Wing is designed as a complete power system: solar generation, sun-tracking array rotation, power management and optional energy storage, all in one integrated unit.

"Europe needs companies that can build strategic space hardware at industrial scale," said Ari Helgason, C…

On Monday, the network announced a $1.6 million seed round from top players in the media ecosystem, including Powerhouse Capital, Axel Springer SE (which owns Business Insider and Politico), the popular media publication LadBible, and angel investors from OpenAI and DeepMind. With this fresh capital, the network is announcing its largest expansion yet.

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.