If you need any more inducement Numb at the Lodge readers can get four print issues for $10 by clicking this link.

In the dry hills, illiterate pastoralists kept cattle; in the isolated green valleys jeweling the hillsides, illiterate peasants grew cotton.

What Luria found was that just a few years of basic literacy education in an agricultural school had massive cognitive effects.

If we’ll be left without firewood, we won’t be able to do anything.’ Luria tried presenting them with syllogisms.

But what we think of as politics seems to depend on this stuff, and revolutionary politics in particular.

We want to ensure your safety and protect you from potential scams.

These scams aim to deceive unsuspecting applicants by offering nonexistent positions and requesting personal information or upfront fees.

Remember that our company does not endorse any job postings outside our official channels.

If you encounter a suspicious offer, report it through the job platform on which you found it or report email as spam.

If you need to check on the validity of an email from EasyPost, feel free to reach out directly to [email protected] more information on this scam, please see this FTC Consumer Alert.

Claudraband Claude Code for the power user Experimental: this project is still evolving as Claude Code and ACP clients change.

We do not touch OAuth and we do not bypass the Claude Code TUI.

You must authenticate through Claude Code, and every interaction runs through a real Claude Code session.

The package bundles Claude Code @anthropic-ai/[email protected] ; set CLAUDRABAND_CLAUDE_PATH if you need to override the binary.

Toad via ACPToad can use claudraband acp as an alternative frontend for Claude Code.

DIY soft drinksCola, orange soda, and almond soda!

In 2020, I started making my own soft drinks, including a sugar-free, caffeine-free cola!

Orange soda, first batch (0.1.0)Made a simple orange soda today, really happy with how it turned out!

400 g of sugar seem to be a good replacement for 0.6 g sucralose.

Orange soda (0.1.1)blinry orange 0.1.1, now with 14% more orange!

This is the foundation of your stack, and the layer where EU options are strongest.

You handle more infrastructure yourself, but if your team has ops experience, the savings are significant.

Data centers in Germany and Finland.

If you want managed services closer to the AWS experience, Scaleway is the pick.

Data centers in Paris, Amsterdam, and Warsaw.

BouncerHeal your feed.

Bouncer is a browser extension that uses AI to filter unwanted posts from your Twitter/X feed.

Define filter topics in plain language — "crypto", "engagement bait", "rage politics" — and Bouncer classifies and hides matching posts in real time.

Quick StartChrome / Edge (Web Store)Install Bouncer from the Chrome Web Store.

Chrome / Edge (from source)cd Bouncer npm install npm run buildOpen chrome://extensions Enable Developer mode Click Load unpacked and select the Bouncer/ folder Navigate to twitter.com / x.com Click "Settings" in the Bouncer element and add your preferred provider API key (or enable local models) and select your preferred model from the dropdown.

What are you working on?

Any new ideas that you're thinking about?

Comments

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Access deniedYou do not have access to www.researchgate.net.

The site owner may have set restrictions that prevent you from accessing the site.

Read our Privacy noticeSeven countries now generate nearly all of their electricity from renewable energy sources, according to newly compiled figures.

Data from the International Energy Agency (IEA) and International Renewable Energy Agency (IRENA) also revealed that a further 40 countries generated at least 50 per cent of the electricity they consumed from renewable energy technologies in 2021 and 2022 – including 11 European countries.

In Scotland, renewable energy technologies generated the equivalent of 113 per cent of the country’s overall electricity consumption in 2022.

Nearly 50 countries now generate more than 50 per cent of their electricity from renewable energy sources ( The In…

Here's hoping that it will return soon, as I really liked it.

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

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

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Finally it works on the Raspberry Pi 3b!

I attached a ready image (oberon-rpi3.img) which you can flash onto an SD card if you want to run the system on your Raspi 3b yourself.

I attached the required Raspberry Pi bootfiles and a pre-compiled toolchain for Linux x64 for convenience.

The Raspberry Pi 3b will remain in production until at least 2028 according the the manufacturer.

The Pi Zero 2 will even be in production until at least 2030.

Just like Uber and Facebook, weekends thrive because of something known as network effects.

Like the internet, weekends’ usefulness comes from network effects: They’re valuable because of all the other people using them, and their value grows as more and more people participate.

Executives used longer weekends to reduce hours during the Great Depression in order to cut costs and limit layoffs.

“The first could not have happened without the second.”Without weekends, you don’t get many giant music festivals and 80k-person stadiums.

Olivia Heller/The HustleThe innovation of weekends increased the value of our leisure hours; smartphones, always-­on work culture, and addictive entertainment thre…

We love making tools to help designers and developers live a little bit easier.

And since 90% (literally) of our email list goes to Gmail addresses… the results aren’t pretty.

Like, genuinely, if we could, we would only very occasionally send a big email blast to our customers.

So if you haven’t heard from us recently… or if you’ve heard TOO MUCH from us recently, that’s why.

And we’ve got a lot of good stuff to catch you up on.

I just spent 1h+ debugging why my locally-hosted gitlab runner would fail to create pipelines.

The gitlab job output would just display weird TLS errors when trying to pull a docker images.

249.1.4)-1005/2024-H instado por la Liga Nacional de Fútbol Profesional y por Telefónica Audiovisual Digital, S.L.U.

https://www.laliga.com/noticias/nota-informativa-en-relacion-con-el-bloqueo-de-ips-durante-las-ultimas-jornadas-de-laliga-ea-sports-vinculadas-a-las-practicas-ilegales-de-cloudflareFor those non-spanish speakers: It means there is football match on, and during that time that specific host is blocked.

I guess that means my gitlab pipelines will not run when football is on.

Comments

Crucially, these design idioms were used not just in Microsoft Word, but throughout the entire Windows ecosystem.

It may be surprising that modern web design is so unidiomatic, because the HTML/CSS standards are very prescriptive.

In short, there are few web design idioms because front-end development is moving too quickly.

The Success of Idiomatic DesignAnd yet, some of the most successful product organizations of today aggressively pursue their own design idioms and achieve some homogeneity in their interfaces.

Most interface design problems of today are not new, but repeats of history, with solved analogies in the past.

No one owes you supply-chain securityApril 11, 2026In case you’re unaware, I’m not a developer.

While cargo build can become safe, you usually run cargo test or cargo run immediately afterwards, which is impossible to sandbox.

Code in VCSAn oft brought-up issue is that the code on crates.io and in Git don’t always match.

You can’t expect the same level of security from a small, pre-moderated, stable-release, private-funded registry, like Ubuntu’s, and a large, post-moderated, rolling-release, mostly-voluntary registry.

Few of us are security researchers, but in all fairness, much of it is common sense and a little curiosity.

To use the Mastodon web application, please enable JavaScript.

Alternatively, try one of the native apps for Mastodon for your platform.

The Physics Of GPS How geometry, stopwatches, and Einstein's theories work together to make GPS possible.

Everything else is about making that measurement precise enough to be useful: accounting for bad clocks, satellite geometry, and eventually, Einstein's theories.

Each GPS satellite carries an incredibly precise atomic clock, accurate to about .

GPS satellites move at roughly , so their clocks lose about per day compared to ours.

GPS satellites move at roughly , so their clocks lose about per day compared to ours.

It occurred to me that even most Oxford students wouldn't know who he was, despite his work being crucial for the subsequent development of the "Information Age".

How many other intellectual revolutions in obscure fields haven't become common knowledge yet?

Perhaps the best way of finding out is just to start listing the greatest and most influential intellectual achievements ever, and seeing if anyone else has more to add - particularly in the humanities and social sciences, where my knowledge is a little shallower.

Also, is there anything you expect to deserve a place on this list in the next few years?

I'm focusing on achievements which either founded or greatly influenced an entire fiel…

Comments

Crucially, these design idioms were used not just in Microsoft Word, but throughout the entire Windows ecosystem.

It may be surprising that modern web design is so unidiomatic, because the HTML/CSS standards are very prescriptive.

In short, there are few web design idioms because front-end development is moving too quickly.

The Success of Idiomatic DesignAnd yet, some of the most successful product organizations of today aggressively pursue their own design idioms and achieve some homogeneity in their interfaces.

Most interface design problems of today are not new, but repeats of history, with solved analogies in the past.

Comments

The simplest model of a property in a programming language is a function that returns a boolean, such as the one below:property :: a -> BoolFor instance, \l -> reverse (reverse l) == l is a property, it asserts double reversion leads to the original list.

So we can write things like:data Database = ... execute :: Database -> Query -> Database query :: Database -> Query -> [[ Value ]] (==>) :: Bool -> Bool -> Maybe Bool (==>) precondition property = if precondition then Just property else Nothing prop_insert_select :: Database -> String -> [ Value ] -> Maybe Bool prop_insert_select db table values = let insert = Insert table values select = Select table " * " in hasTable db table ==> (values…

Rust is Just a ToolI like Rust.

And I think most importantly it does a great job in bringing higher level language features into an environment without a garbage collector.

Rust has arguably set the bar for "fast languages that are also decently expressive".

But it's just a programming language.

Other people have different perspectives, tastes, and skills - and they may prefer different tools to us.

Comments

HTTP server rendering DOOM frames into ANSI half-blocks, streamed to the terminal over HTTP with cURL.

The masochistic way: pure curl , no shell loopstty -echo -icanon min 1 time 0 && curl -sN -X POST -T - localhost:3000/playDefault small screen.

If you don't want to use the default small screen here, set the columns and rows:curl -sN -X POST -T - "localhost:3000/play?cols=200&rows=60"How does it work?

Implementationterminal cURL DOOM server ------------- ---------------- curl GET / ----------> play.sh <---------- (with __SERVER__ rewritten) pipe to bash stty raw mode read keypress curl POST /tick?s=&key= --------> feed key into doom session <-------- ANSI frame from doom's framebuffer prin…

Martin Arnold / Financial Times:

Sources: UK regulators plan to warn banks, insurers, and exchanges about security risks exposed by Claude Mythos Preview at a meeting within the next two weeks — Leading banks, insurers and exchanges to be warned over cyber security vulnerabilities exposed by Claude Mythos

Mark Gurman / Bloomberg:

Sources: Apple is testing four AI glasses designs with rectangular and oval frames, multiple colors, and a camera system with vertically oriented oval lenses — Also: The latest on the foldable iPhone. — Apple is working on several frame styles and a unique camera design for its first smart glasses.

Jagmeet Singh / TechCrunch:

Flipkart and Amazon's quick commerce push in India is intensifying competition in an already crowded space where profitability remains under pressure — India's quick commerce market is booming, with demand more than doubling for some players. But the fast-delivery push by Flipkart …

Derek Wallbank / Bloomberg:

A journalist recounts how he used ChatGPT to develop a fitness plan to prepare for the Paris Marathon, resulting in a 20-pound weight loss and faster race times — Six months of pain and progress, 20 pounds lost and a trial-and-error test of what AI can — and cannot — do.

Simon Batt / XDA Developers:

The Linux Kernel Organization now lets developers submit AI-generated code, as long as it complies with the guidelines, licensing, and attribution requirements — - Linux allows AI-generated kernel code, but the community will treat it as your own contribution.

Daniel Tudor / Financial Times:

Analysts and researchers say Google's TurboQuant compression algorithm to make LLMs more efficient is more likely to expand memory chip demand than reduce it — More efficient artificial intelligence could mean even greater need for semiconductors, say experts

Ashley Capoot / CNBC:

Takeaways from HumanX, one of the AI industry's main events: Claude Code dominated the conversation, while some execs noted China's lead in open-weight models — If one thing became clear at the HumanX conference in San Francisco this week, where 6,500 executives, founders and investors gathered …

Charlie Warzel / The Atlantic:

Q&A with NYT reporter Tiffany Hsu about AI-generated online influencers, how the volume of synthetic content produces exhaustion for users, and more — AI avatars are redefining influence and trust online. — On this week's Galaxy Brain episode, Charlie Warzel is joined …

Ellen O'Regan / Politico:

Survey of 6,698 people across six EU countries: around 84% said they don't trust US tech companies with their personal data; 93% don't trust Chinese companies — Europe is rolling out measures to keep data local and reduce reliance on foreign tech. — More than 8 in 10 Europeans …

Washington Post:

Sources: Anthropic met with Christian leaders in March to seek input on Claude's moral and spiritual development and if it could be considered a “child of God” — The artificial intelligence company asked religious leaders for guidance on building a moral chatbot. — Summary

Zijing Wu / Financial Times:

A wave of top AI researchers returned from the US to China in the past year, driven by better pay, quality of life, and a more restrictive US immigration system — Engineers and scientists return for better pay and quality of life as US grows more hostile — In the hushed corridors …

Terrence O'Brien / The Verge:

Google says that Polymarket bets showing up in Google News was an error, and the prediction market's bets on real world events were not supposed to appear there — Links to bets on world events were appearing alongside legitimate news organizations.

Mari Kiyohara / Bloomberg:

Japan approves an additional $4B in subsidies to Rapidus to bankroll the chipmaker's work for Fujitsu, taking the total state investment and fees to $16.3B — Japan approved ¥631.5 billion ($4 billion) in additional subsidies to quicken Rapidus Corp.'s entry into the high-stakes AI chipmaking arena …

The Citizen Lab:

An investigation details Webloc, an ad-based geo surveillance system providing access to a constantly updated stream of records from up to 500M mobile devices — Location data collected from mobile apps and digital advertising can reveal habits, interests and almost any other aspect of someone's life.

Bradley S. Klein / Wall Street Journal:

How AI is transforming golf: optimizing course operations, virtual assistants handling tee time bookings, and AI instructor apps improving player performance — From reserving a tee time to fending off turf disease, artificial intelligence is putting the game under an algorithmic microscope

Robert Burnson / Bloomberg:

Court filing: OpenAI says Elon Musk's recent amendments to his OpenAI lawsuit are a “legal ambush”, calling them “legally improper and factually unsupported” — OpenAI says Elon Musk has suddenly changed direction on what he's seeking in his lawsuit against the startup in a …

Clara Murray / Financial Times:

Ramp data: 30.6% of US businesses paid for Anthropic's tools in March, up from 24.4% in February; OpenAI's US business adoption remained nearly flat MoM at ~35% — Divergence reflects company's recent rapid growth owing to strong interest in its Claude Code products

Reuters:

Indian IT giant TCS reports Q4 sales up 9.7% YoY to $7.63B, net profit up 12.2% to $1.48B, both above est., and says new AI models did not hurt services demand — Tata Consultancy Services (TCS.NS) reported better-than-expected quarterly results on Thursday and said that new artificial intelligence models …

Yang Jie / Wall Street Journal:

UK activist investor Palliser has built a stake in Ajinomoto, urging it to raise prices for its ABF, a key material used to form advanced chipmaking substrates — Its shares surged in February and is up over 40% year to date — An activist investor has built a stake in a Japanese company …

Matthew Martin / Semafor:

Alat, a $100B Saudi Arabia PIF-backed electronics manufacturing fund, has removed CEO Amit Midha; sources say it has dropped plans to invest in chip production — The Scoop — Know More — Notable — THE SCOOP — Saudi Arabia's sovereign wealth fund has dismissed Alat CEO Amit Midha …

Sam Sabin / Axios:

OpenAI says a GitHub workflow used to sign its macOS apps downloaded a malicious Axios library on March 31, but no user data or internal system was compromised — OpenAI said Friday that it found evidence that one of its internal tools downloaded a compromised update from a recently infected, legitimate open-source software library.

Bloomberg:

Sources: three senior executives who helped launch OpenAI's Stargate initiative are leaving the company and joining Meta — Three key players in OpenAI's massive effort to set up hundreds of billions of dollars' worth of artificial intelligence data center capacity are joining Meta Platforms Inc. …

Jack Queen / Reuters:

The US CFTC says a district court judge granted its request for a temporary restraining order barring Arizona from continuing its criminal case against Kalshi — A federal judge on Friday blocked Arizona from continuing its criminal case against prediction market Kalshi …

Wall Street Journal:

Sources: US National Cyber Director Sean Cairncross is leading an effort to identify security vulnerabilities in critical infrastructure that AI could exploit — Group led by National Cyber Director Sean Cairncross aims to identify security vulnerabilities before models from Anthropic, OpenAI are released

Reuters:

Report: Canada's Cohere and Germany's Aleph Alpha are in talks to merge; the German government would be willing to become a key customer of a combined company — Artificial intelligence companies Cohere of Canada and Aleph Alpha of Germany are in talks to merge and have Berlin's support …

Sam Altman:

Sam Altman reflects on the attack on his house, OpenAI's success, personal regrets, and advocates for de-escalating rhetoric and tactics in the AI industry — Here is a photo of my family. I love them more than anything. — Images have power, I hope. Normally we try to be pretty private …

Michael Kan / PCMag:

Amazon Luna is dropping support for game purchases and third-party game stores and subscriptions; previously purchased games will be accessible until June 10 — The Luna game-streaming service is getting an overhaul, with Amazon pulling the plug on game purchases and hosting third-party game stores and subscriptions.

Bloomberg:

Blackstone files for an IPO of a new data center acquisition vehicle to buy already-built and leased properties, and, sources say, plans to raise ~$2B — Blackstone Inc. filed for an initial public offering of a new data-center acquisition vehicle that plans to buy already-built …

Turn coding agents into real teammates — assign tasks, track progress, compound skills.

Agents as Teammates — assign to an agent like you'd assign to a colleague.

CLIThe multica CLI connects your local machine to Multica — authenticate, manage workspaces, and run the agent daemon.

Log in and start the daemonmultica login # Authenticate with your Multica account multica daemon start # Start the local agent runtimeThe daemon runs in the background and keeps your machine connected to Multica.

Assign your first taskCreate an issue from the board (or via multica issue create ), then assign it to your new agent.

Karpathy-Inspired Claude Code GuidelinesA single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls.

They don't manage their confusion, don't seek clarifications, don't surface inconsistencies, don't present tradeoffs, don't push back when they should."

"They really like to overcomplicate code and APIs, bloat abstractions, don't clean up dead code... implement a bloated construction over 1000 lines when 100 would do."

"They still sometimes change/remove comments and code they don't sufficiently understand as side effects, even if orthogonal to the task."

InstallOption A: Claude Code Plugin (recommended)From within Claude Code, …

PersonaPlex ArchitectureUsagePrerequisitesInstall the Opus audio codec development library:# Ubuntu/Debian sudo apt install libopus-dev # Fedora/RHEL sudo dnf install opus-develInstallationDownload this repository and install with:pip install moshi/.

You enjoy having a good conversation.

You enjoy having a good conversation.

You enjoy having a good conversation.

As an inspiration we feature the following astronaut prompt in the WebUI:You enjoy having a good conversation.

Agent-Native CLI — Every capability, knowledge base, session, and TutorBot is one command away.

Install dependenciesgit clone https://github.com/HKUDS/DeepTutor.git cd DeepTutor conda create -n deeptutor python=3.11 && conda activate deeptutor pip install -e " .

[cli] " deeptutor chat # Interactive REPL deeptutor run chat " Explain Fourier transform " # One-shot capability deeptutor run deep_solve " Solve x^2 = 4 " # Multi-agent problem solving deeptutor kb create my-kb --doc textbook.pdf # Build a knowledge baseSee DeepTutor CLI for the full feature guide and command reference.

📖 Explore DeepTutor💬 Chat — Unified Intelligent WorkspaceFive distinct modes coexist in a single workspace, bound…

This is the complete source code and the build instructions for the official Telegram messenger desktop client, based on the Telegram API and the MTProto secure protocol.

The source code is published under GPLv3 with OpenSSL exception, the license is available here.

Supported systemsThe latest version is available forOld system versionsVersion 4.9.9 was the last that supports older systemsVersion 2.4.4 was the last that supports older systemsVersion 1.8.15 was the last that supports older systems

Alternatively, you can configure providers beforehand:# Configure your provider credentials interactively forge provider login # Then start Forge forgeThat's it!

Forge will analyze the error, suggest potential causes based on your code, and propose different solutions to fix the issue.

Forge is designed for developers who want to enhance their workflow with AI assistance while maintaining full control over their development environment.

Please use forge provider login instead.

Max Requests Per Turn Limit the maximum number of requests an agent can make in a single conversation turn.

🔗 Product Website🔥 What's New: Gemma 4 support with LiteRT-LMDeploy Gemma 4 across a broad range of hardware with stellar performance (blog).

📚 Broad Model Support: Gemma, Llama, Phi-4, Qwen, and more.

⚡ Quick Try (No Code)Try LiteRT-LM immediately from your terminal without writing a single line of code using uv :uv tool install litert-lm litert-lm run \ --from-huggingface-repo=google/gemma-3n-E2B-it-litert-lm \ gemma-3n-E2B-it-int4 \ --prompt= " What is the capital of France? "

v0.8.0 : Desktop GPU support and Multi-Modality.

: Desktop GPU support and Multi-Modality.

The nvim-treesitter plugin providesfunctions for installing, updating, and removing tree-sitter parsers; a collection of queries for enabling tree-sitter features built into Neovim for these languages; a staging ground for treesitter-based features considered for upstreaming to Neovim.

InstallationYou can install nvim-treesitter with your favorite package manager (or using the native package feature of vim, see :h packages ).

This plugin is only guaranteed to work with specific versions of language parsers** (as specified in the parser.lua table).

When upgrading the plugin, you must make sure that all installed parsers are updated to the latest version via :TSUpdate .

setup { -- Directory t…

Google AI Edge Gallery ✨Explore, Experience, and Evaluate the Future of On-Device Generative AI with Google AI Edge.

AI Edge Gallery is the premier destination for running the world's most powerful open-source Large Language Models (LLMs) on your mobile device.

As the centerpiece of this release, Gemma 4 allows you to test the cutting edge of on-device AI.

Install the app today from Google Play Install the app today from App StoreFor users without Google Play access, install the apk from the latest releaseApp Preview✨ Core FeaturesAgent Skills : Transform your LLM from a conversationalist into a proactive assistant.

Download the App: Install the app from Google Play or App Store.

import supervision as sv from PIL import Image from rfdetr import RFDETRSmall image = Image .

open (...) model = RFDETRSmall () detections = model .

import supervision as sv from PIL import Image from inference import get_model image = Image .

import cv2 import supervision as sv image = cv2 .

copy (), detections = detections )supervision-0.16.0-annotators.mp4datasetsSupervision provides a set of utils that allow you to load, split, merge, and save datasets in one of the supported formats.

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] [--tor] [--unique-tor] [--csv] [--xlsx] [--site SITE_NAME] [--proxy PROXY_URL] [--json JSON_FILE] [--timeout TIMEOUT] [--print-all] [--print-found] [--no-color] [--browse] [--local] [--nsfw] USERNAMES [USERNAMES ...] Sherlock: Find Usernames Across Social Networks (Version 0.14.3) positional arguments: USERNAMES One or more usernames to check with social networks.

--fol…

You can even create custom fields with your own AI prompts to extract any specific information you need.

With built-in filtering, multi-project support, import/export capabilities, and custom categories, TaxHacker simplifies reporting and makes tax filing a bit easier.

TaxHacker works with a wide variety of documents, including store receipts, restaurant bills, invoices, bank statements, letters, even handwritten receipts.

TaxHacker automatically detects currencies in your documents and converts them to your base currency using historical exchange rates.

Write custom AI prompts for fields, categories, and projects, or modify the built-in ones to match your specific needs.

Onyx enables LLMs through advanced capabilities like RAG, web search, code execution, file creation, deep research and more.

🤖 Custom Agents: Build AI Agents with unique instructions, knowledge, and actions.

Build AI Agents with unique instructions, knowledge, and actions.

🌍 Web Search: Browse the web to get up to date information.

💻 Custom code: Run custom code to remove PII, reject sensitive queries, or to run custom analysis.

OpenScreenOpenScreen is your free, open-source alternative to Screen Studio (sort of).

Screen Studio is an awesome product and this is definitely not a 1:1 clone.

If you need all the fancy features, your best bet is to support Screen Studio (they really do a great job, haha).

But if you just want something free (no gotchas) and open, this project does the job!

Make it executable and run:chmod +x Openscreen-Linux- * .AppImage ./Openscreen-Linux- * .AppImageYou may need to grant screen recording permissions depending on your desktop environment.

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

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Feel free to reach out to [email protected] with any questions or comments.

Actually, people love to work hard 07 Apr 2026 2026-04-07 2026-04-07 /images/IMG_1063.jpeg work, culture, management work culture management 2026 One of the most infuriating tropes that I see repeated in media is executives (usually from boring old companies) insisting that their employees don’t want to... 10One of the most infuriating tropes that I see repeated in media is executives (usually from boring old companies) insisting that their employees don’t want to work hard.

There is an apparently infinite attention appetite for commentators who troll for attention by saying how “kids these days” don’t want to work hard.

It is exhausting for a good person to have to do bad work or harmful w…

On July 8, 1989, a young music fan named Aadam Jacobs, with a compact Sony cassette recorder in his pocket, went to see an up-and-coming rock band from Washington for their debut show in Chicago. After a blast of guitar feedback, 22-year-old Kurt Cobain politely announced to the crowd at the small club called Dreamerz: “Hello, we’re Nirvana. We’re from Seattle.” With that, the band, then a quartet, launched into the riff-heavy first song, “School.” Jacobs surreptitiously recorded the performance, documenting the fledgling band in raw, fiery form more than two years before Nirvana’s global breakthrough with the album “Nevermind.” Jacobs went on to record more than 10,000 concerts, with incre…

In the summer of 2017, we went on another field trip to the National Park’s Manhattan Project Site in Oak Ridge, TN.

A Note: The Manhattan Project created the nuclear bomb that caused extreme devastation in Japan and ended the war.

Caution Blue: Non-safety information, notices, or out-of-order signageLight Green: Used on walls to reduce visual fatigueMy industrial “seafoam” light green mystery has finally been solved thanks to this article from UChicago Magazine.

The Hanford Site, B Reactor Control Room and OfficeKeeping in theme with “control rooms”, I researched the second Manhattan Project plant, the Hanford Site, home to the B Reactor, the first full-scale plutonium production reactor i…

Tales of love and adventure from 1,000 years ago reveal a dazzling range of now-extinct English pronouns.

They capture something unique about how people once thought about "two-ness".

In modern English, there is no word for that.

You would probably just use "we" or "the two of us".

But more than 1,000 years ago, you would have said: "wit".

The Garage collection is the origin story you can feel.

Before Apple was a company, it was a small team with a bold idea: make computing personal, friendly, and accessible.

In this space, you see the mindset that shaped everything that followed, obsessive simplicity, fast iteration, and a belief that “good enough” is never good enough.

The garage is not a myth here.

It is a blueprint for how Apple turned curiosity into products that changed how people work, learn, and create.

Total cost: ~$29 ($20 in CPU VMs, $9 in API calls) over ~3 hours with 4 VMs.

In our previous post, we scaled that to 16 GPUs and watched the agent run ~910 experiments in 8 hours, driving val_bpb down 2.87%.

in the domain knowledge a senior engineer would bring), an agent working from code alone will generate shallow hypotheses.

The original autoresearch loop is: edit code -> run experiment -> check metric -> keep or discard.

What this means for coding agents#The standard autoresearch loop (brainstorm from code, run experiments, check metrics) works when the optimization surface is visible in the source.

It turns out there’s only 84 thousand Firefox extensions.

log ( `PAGE ${ page ++ }: ${ data .

log ( `PAGE ${ page ++ }: ${ data .

Biggest extensionsThe biggest Firefox extension is dmitlichess at 196.3 MB, which contains 2000+ audio files.

Because I scraped every Firefox extension twice, I can see what got removed in between the runs.

1D-Chess1d-chess is a new variant where you can play the beautiful game without all those unneccessary and complicated extra dimensions.

You might initally find it more difficult than expected, but assming optimal play, is there a forced win for white?

(jumping over any pieces in the way)Rook:Can move in a straight line in any direction.

This occurs when the enemy king is in check (under attack by one of your pieces) and there are no legal moves for the opponent to get their king out of check.

A draw can occur if:A player is not in check and there are no legal moves for them to play (Stalemate)in check and there are no legal moves for them to play The same board position is repeated 3 times…

And when I talk about “ LLM coding”, I mean use of an LLM to generate code in some programming language.

Many people are currently promoting LLMs as a revolutionary step forward for software development, but are doing so based almost exclusively on claims about LLMs’ ability to generate code at high speed.

And initially it certainly seems like it’s declaring the effects of LLMs are settled, in favor of the LLMs.

So even if I were an advocate of LLM coding, I’d be very wary of pushing it to non-programmers.

Correspondingly, I think there is not a huge downside, right now, to slow or delayed adoption of LLM coding.

Flight Viz - Real-Time 3D Flight TrackerFlight Viz is a free real-time flight tracking application that renders 10,000+ live aircraft on an interactive 3D globe directly in your web browser.

The application is built with Rust compiled to WebAssembly with raw WebGL2 shaders, enabling smooth 60fps rendering of thousands of aircraft simultaneously.

Supported AirportsFlight Viz covers 192 major airports worldwide including ATL, ORD, DFW, DEN, LAX, JFK, LHR, CDG, DXB, HND, SIN, SYD, and many more.

Click any airport dot on the map to see its live departure and arrival board.

Visit Flight Viz

I Still Prefer MCP Over Skills#TL;DR: The AI space is pushing hard for “Skills” as the new standard for giving LLMs capabilities, but I’m not a fan.

This separation of concerns brings some unbeatable advantages:Zero-Install Remote Usage: For remote MCP servers, you don’t need to install anything locally.

True Portability: My remote MCP servers work from anywhere: my Mac, my phone, the web.

Here’s how I think the ecosystem should look:When to use MCP: MCP should be the standard for giving an LLM an interface to connect to something: a website, a service, an application.

When to use Skills: Skills should be “pure.” They should focus on knowledge and context.

The Vasa DisasterA few years ago, I was working for a client in Stockholm and in some free time, I visited the wreck of the Vasa, the world’s best-preserved 17th-century ship.

The Vasa and the KingOn 10 August 1628, the Vasa set sail from Stockholm harbour on her maiden voyage as the newest and most expensive ship in the Royal Swedish Navy.

The king had ordered the Vasa ready by 25 July; the maiden voyage on 10 August was already more than two weeks late.

The gradient between the people building the Vasa and King Gustav was of a categorically different order.

and Gopalakrishnan, S. (2004) ‘Vasa syndrome: insights from a 17th-century new-product disaster’, IEEE Engineering Management Review,…

Unfolder for Mac A 3D model unfolding tool for creating papercraft Try for Free Buy Now Also avaliable on Mac App StoreUnfolding Unfolder can generate 2D parts for your 3D models in a few seconds.

Split & Join Parts Even though the auto-unfolded result is decent most of the time, Unfolder also allows you to split and join parts easily by clicking the edges in 2D view or 3D view.

Learn moreEdit Flaps Unfolder allows you to switch, add, remove, merge, and reshape the flaps.

Learn moreStyling Unfolder allows you to customize the color, width, and dashing of lines.

You can individually control the appearance of the cutting line, ridge-fold line, and valley-fold line.

ContextI've been working on Pizza Legacy, an open-source reimplementation of the 1994 DOS game Pizza Tycoon .

The game has a close-zoom street view of the cities, and when you scroll around it you can see a steady stream of cars driving through the streets.

All that on a 25 MHz 386 CPU.

It basically turned into a shared locking system just to move a few pixels, with cars and tiles constantly trying to stay in sync.

All the while I had this nagging thought in the back of my mind: the original Pizza Tycoon ran this on a 25 MHz CPU, so why were my versions always so complicated?

Changelog News!

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

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

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Changelog News!

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

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

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

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

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

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

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

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

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

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

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

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

Changelog News!

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

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

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

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

Changelog News!

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

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

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

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

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Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

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

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

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

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

Check out the speedrun to get started in minutes.

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.

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

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

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

At an unbeatable price.

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

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

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

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

Try it risk-free with a 14-day money-back guarantee at nordlayer.com/thechangelogFly.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.

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.

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

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

At an unbeatable price.

Squarespace – A website makes it real!

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

Is your inbox overflowing with ads, newsletters, and social media updates? This one feature that's built into most email solutions will fix that for you.

Walmart's next streaming device might be exactly what Chromecast fans have been longing for. Here's what's expected.

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

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

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

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

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

Tackle small home repairs, DIY projects, and crafts with the Fanttik S1 Pro electric screwdriver.

Prep your lawn and garden with this Ryobi string trimmer and leaf blower bundle, plus choose an extra tool for absolutely free.

But Jabra wants to challenge that stereotype with the Evolve3 75.

The Evolve3 75 headset is also very portable.

Business featuresKyle Kucharski/ZDNETDespite their hybrid appeal, these cans ultimately are business headphones designed for the office first.

If you want a more affordable business headset, check out the Logitech Zone Wireless 2 ES.

Why the Jabra Evolve3 75 gets an Editor's Choice awardWe awarded the Evolve3 75 headset an Editors' Choice award for its successful execution of a hybrid business headset that works well outside the office.

Many backup systems keep essentials online, but the EcoFlow Delta Pro Ulta X can run your house like normal without interruption.

Those changes will streamline the Insider program, which has lost sight of its original goals in the past few years.

(For a brief history of the program and what had gone wrong, see my post from last November: "The Windows Insider Program is a confusing mess.")

Also: If Microsoft really wants to fix Windows 11, it should do these four things ASAPIf you're currently participating in the Windows Insider Program, these are meaningful changes.

Simplifying the Insider channel lineupThroughout the Windows 11 era, signing up for the Insider program has required choosing one of four channels using a dialog in Windows Settings.

These changes will apply to the Windows Insider Program for Business as …

ZDNET's key takeawaysApple's iOS 26.4 spruces up Apple Music, Podcasts, and more.

iPhone users can now officially download and install iOS 26.4, a new update that adds a variety of features.

Apple MusicFirst up are some clever additions to the Apple Music app.

With iOS 26.4, Apple has reportedly fixed this glitch, so hopefully you'll bump into fewer typos when you're typing or tapping away.

With iOS 26.4, each member of the family can use their own payment method to fund their online purchases.

Depending on your plan, you'll have to shell out an extra $2 to $4 each month.

The FBI and NSA warn that Russian hackers are exploiting vulnerable routers, but there are ways you can take to protect yourself.

This included the Apple Watch, Google Pixel Watch, and Oura Ring.

I used the Oura Ring, the Apple Watch Series 11, and the Google Pixel Watch 4 for the job.

On the first walking trial, Oura recorded 909 steps, the Apple Watch recorded 977 steps, and the Google Pixel Watch recorded 964 steps.

On the second trial (where I ran), Oura recorded 949 steps, Google Pixel recorded 1,018 steps, and Apple Watch recorded 1,091 steps.

On the final walking trial, Oura recorded 1,013 steps, Apple Watch recorded 1,092, and Google Pixel recorded 992 steps.

I've been a fan of Olight flashlights for many years. Now I'm a fan of its new pro-grade battery charger. Here's why.

Supported modelsThe Galaxy S24 series from 2024.

How to enroll in OneUI 8.5 betaIn order to gain early access to features like the enhanced Quick Share, you'll have to enroll in Samsung's OneUI 8.5 beta.

So, bringing AirDrop compatibility via Quick Share is a massive way to increase adoption and awareness of the utility.

The current file transfer method from Android to a MacBook uses an app called "Android File Transfer," which is not a good app.

Great first stepsOnce this spreads to all Android phones, it will enable easier file sharing between devices regardless of platform.

Manual removals only go so far and are usually time-consuming processes, but the best data removal services shoulder this task for you.

Below, you will find my other top choices for the best data removal services in 2026.

: Some data removal services work best in specific regions, whereas others can operate across regions divided by different data protection laws.

Other data removal services worth consideringShow less Privacy Hawk View now at Privacy Hawk If you're most interested in a mobile-first data removal service, check out Privacy Hawk.

Read More Show Expert Take Show lessWe hope that you've found our guide on the best data removal services helpful.

X is cutting back on payments to accounts that are “flooding the timeline” with clickbait and rapid-fire news aggregation, according to its head of product Nikita Bier

Welcome back to TechCrunch Mobility, your hub for the future of transportation and now, more than ever, how AI is playing a part.

The rise of AI has brought an avalanche of new terms and slang. Here is a glossary with definitions of some of the most important words and phrases you might encounter.

Anthropic was the star of the show at San Francisco's AI-centric conference.

Slate auto burst onto the scene in April 2025. Here is a timeline that covers its origins, backers, product, and other new details.

Flipkart's ongoing expansion beyond major cities and heavy discounting is raising risks for India's quick commerce startups, analysts say.

The Commodity Futures Trading Commission announced Friday that it has won a temporary restraining order preventing Arizona from pursuing its criminal case against Kalshi.

Is this a smart way to build buzz, or just an odd attempt to recreate Quibi?

The OpenAI CEO's new blog post responds to both an apparent attack on his home and an in-depth New Yorker profile raising questions about his trustworthiness.

The deal is interesting for a number of reasons, including that SiFive's chip designs are based on RISC-V, not x86 or ARM.

The Integrity craft splashed down in the Pacific Ocean off the coast of San Diego just after 5:07 p.m. Pacific Time.

NASA's Artemis II mission has traveled farther from Earth than any mission before. Here's how to watch the crew's return landing in the Pacific Ocean.

This ban took place after Claude's pricing changed for OpenClaw users last week.

Ascend Elements said that it will be filing for Chapter 11 bankruptcy in the wake of a canceled government grant and a challenging market for lithium-ion batteries.

Forbes estimates he's worth roughly $110 billion, "placing him ahead of Bill Gates." And now Changpeng Zhao, the 49-year-old billionaire founder of Binance, "has written a memoir..." It arrives with the unmistakable timing of a man determined to tell the world his version of his meteoric crypto rise and fall, and foreshadow his comeback. The book, Freedom of Money: A Memoir of Protecting Users, Resilience, and the Founding of Binance, runs 364 pages, self-published in English and Chinese.... Zhao also recounts Binance's long battle with U.S. regulators, the company's record $4.3 billion settlement for fostering unscrupulous money launderers, his four-month prison sentence in California, whe…

Remember that AI-powered vending machine that went bankrupt after Wall Street Journal reporters "systematically manipulated the bot into giving away its entire inventory for free"? It was Anthropic's experiment, with setup handled by a startup named Andon Labs (which also built the hardware and software integration). But for their latest experiment, Andon Labs co-founders Lukas Petersson and Axel Backlund "signed a three-year lease on a retail space in SF," reports Business Insider, "and gave an AI agent named Luna a corporate credit card, internet access, and a mission to open a physical store." "For the build-out, she found painters on Yelp," explains Andon Labs in a blog post, "sent an i…

175 million people in Brazil now use its instant-payment system "Pix", developed by the country's central bank for real-time payments using QR codes or keys, and American Banker notes that the central banks of Argentina and Costa Rica also have developed their own widely used digital systems for instant payments. Latin America has been able to build up sleek and effective payment systems in record time because it is not held back by legacy payment technology that isn't built for instant money movement. In the likes of the U.K., U.S. and Europe, payment systems are built on infrastructure that is often decades old. The process of building new systems is therefore incredibly operationally com…

Arizona state prosecutors allege Kalshi is running an illegal gambling operation, charging the prediction market with 20 "wagering" misdemeanors. But Friday a federal judge "temporarily barred Arizona from enforcing its gambling laws against predictive market operators," reports the Associated Press, "and put the brakes on a criminal wagering case that the state has filed against Kalshi. "U.S. District Judge Michael Liburdi's ruling means a Monday arraignment hearing for Kalshi has been called off." The order was issued in a lawsuit filed by the Trump administration. The judge's order said the federal Commodity Futures Trading Commission had sufficiently shown that "event contracts" fall wi…

"Breathable oxygen has been created from Moon dust," reports the Telegraph, "in a world first that paves the way for a lunar base." Jeff Bezos's Blue Origin ""announced this week that it had developed a reactor that could successfully release oxygen from lunar soil by using an electric current." Almost half of Moon dust — the thin layer of rock that blankets the lunar surface — is oxygen, but it is bound to metals such as iron and titanium... Previous work to isolate oxygen has been lab-based, and the unwieldy equipment needed has been too difficult to send to the Moon. In contrast, Blue Origin said its small-scale reactor, named Air Pioneer, could be made flight-ready to "provide the first…

Amazon's Luna cloud gaming service is making some changes, reports Engadget: It's no longer possible to buy Ubisoft+ and Jackbox Games subscriptions or standalone games through Luna. Amazon will automatically cancel any active subscriptions bought through Luna at the end of customers' next billing cycle. If you have a Ubisoft+ subscription that you bought directly from Ubisoft instead, you'll still be able to access games on that service through Luna until June 10. The Bring Your Own Library option — which allows users to play games they own on the likes of EA, GOG and Ubisoft on Luna — is going away too. You won't be able to access games from those storefronts via Amazon's streaming servic…

"Only about 2% of visually impaired people in the United States use guide dogs," notes StudyFinds.com, "partly because breeding and training takes years and fewer than half the dogs in training actually graduate." But someday there could be another option: What if you could ask your guide dog where the nearest water fountain is and hear it answer back, complete with directions and an estimated walk time? Researchers at the State University of New York at Binghamton have built a robotic guide dog that can do something close to that, holding simple back-and-forth conversations about navigation with its handler, describing the surrounding environment, and talking through route options as it le…

A 17,000-word expose in the New Yorker reveals "several executives connected to OpenAI have expressed ongoing reservations about Altman's leadership." Reporters Ronan Farrow and Andrew Marantz spoke to "a hundred people with firsthand knowledge of how Altman conducts business," including current and former OpenAI employees and board members. Among other revelations, internal messages from a few years ago show that OpenAI executives and board members "had come to believe that Altman's omissions and deceptions might have ramifications for the safety of OpenAI's products..." At the behest of his fellow board members, [OpenAI cofounder] Sutskever worked with like-minded colleagues to compile so…

Apple has survived 50 years by being the only company integrating hardware and software; if the company loses because of AI it will be because the point of integration changes.

Я шарю скилл несколько раз, самое время кинуть в пост

Как делать дизайн с ЛЛМ, чтобы не было дефолтно и ИИшно: Не делать, делать руками

Кидать референсы

Дать скиллов Пост про опцию три. https://impeccable.style

Есть вот такой набор скиллов, в нем разные вещи, чтобы делать дизайн и верстку: Аудит того, что есть и критика

Есть работа с текстом

Есть работа с визуалкой На промостранице есть объяснения, начните с них.

Это не серебрянная пуля, по начать, например, можно с этого. https://developers.openai.com/blog/designing-delightful-frontends-with-gpt-5-4/

Скилл и объяснение от опенаи

Human.json is a new

idea for asserting that a site is authored by a person, and for vouching for

other sites’ authorship. I’ve added one to this site.It’s a fun idea, and I’ve joined in, but to be honest, I have some concerns.

When I made my human.json file, I looked through my browser history, and saw a

number of sites that were clearly personal sites that I liked. But if I list

one, am I claiming to know that there is no AI content on that site? I can’t

know that for sure.I haven’t let this stop me from adding my own

/human.json, and I’ll be interested to see what

comes of it.Human.json isn’t a new idea. There have been a number of attempts to add

structured data to web pages:

tags are a…

Agents are fundamentally changing the shape of demand for compute, both in terms of how they work and in terms of who will use them. They're so compelling that I no longer believe we're in a bubble.

Anthropic is in a standoff with the Department of War; while the company's concerns are legitimate, it position is intolerable and misaligned with reality.

Pytest’s parametrize is a great feature for writing tests without repeating

yourself needlessly. (If you haven’t seen it before, read

Starting with pytest’s parametrize first).

When the data gets complex, it can help to use functions to build the

data parameters.I’ve been working on a project

involving multi-line data, and the parameterized test data was getting

awkward to create and maintain. I created helper functions to make it nicer.

The actual project is a bit gnarly, so I’ll use a simpler example to

demonstrate.Here’s a function that takes a multi-line string and returns two numbers,

the lengths of the shortest and longest non-blank lines:def non_blanks(text: str) -> tuple[int, int]: …

Игра, чтобы выучить свой район

Как ведь бывает, переехал в новый район, а там все улицы незнакомые. Как вот их учить?

Сделал игру: Случайный положительный эффект: можно легко сравнить масштаб городов, понять, что Садовое в Москве — это от Фонтанки с заходом на начало Васьки и Петроградки.

Thick clients were the dominant form of device throughout the PC and mobile era; in an AI world, however, thin clients make much more sense.

I have a new small project: edtext provides text

selection and manipulation functions inspired by the classic ed

text editor.I’ve long used cog to build documentation and HTML

presentations. Cog interpolates text from elsewhere, like source code or

execution output. Often I don’t want the full source file or all of the lines of

output. I want to be able to choose the lines, and sometimes I need to tweak the

lines with a regex to get the results I want.Long ago I wrote my own ad-hoc function to include a

file and over the years it had grown “organically”, to use a positive word. It

had become baroque and confusing. Worse, it still didn’t do all the things I

needed.The old function has 16 arg…

Microsoft got hammered on Wall Street for capacity allocation decisions that were the right ones: the software that wins will use AI to usurp other software.

Давным давно я как-то работал в Крупной Немецкой Компании. Хороший добротный IT-корпорат, всё как по книжке, со своими плюсами-минусами, многим такое нравится.

If hyperscalers and chip companies don't build up a TSMC competitor they are set to forego billions of dollars in revenue and stunt the AI revolution.

На пост меня натолкнула рабочая ситуация: Я написал (будем честны, попросил ллм написать) один скрипт, и некоторые коллеги прореагировали «о, давно о таком мечтаю». И у меня в голове щелкнуло.

Когда я сейчас написал про один промт, я не утрировал, это был реально один промт.

Сейчас простые задачи решаются ллмками достаточно хорошо. Ядро линукса они все еще не напишут, но пропарсить все ресурсные файлы проекта, сгруппировать одинаковые строчки и дать к ним мгновенный поиск — это задача на один промт. И все, что удерживает людей сейчас, от того, что некоторая часть их задач начнет быть проще — рефлексия. Все что нужно — остановиться, и заметить момент «ага, я тут хочу упрощение, которое возмо…

Two testing-related things I found recently.Unified exception testingKacper Borucki blogged about parameterizing exception

testing, and linked to pytest docs and a

StackOverflow answer with similar approaches.The common way to test exceptions is to use

pytest.raises as a context manager, and have

separate tests for the cases that succeed and those that fail. Instead, this

approach lets you unify them.I tweaked it to this, which I think reads nicely:from contextlib import nullcontext as produces import pytest

from pytest import raises @pytest.mark.parametrize( "example_input, result", [ (3, produces(2)), (2, produces(3)), (1, produces(6)), (0, raises(ZeroDivisionError)), ("Hello", raises(Typ…

Я задал один и тот же промт нескольким моделям и вот что вышло

Промт

Прочитай @/llm/PRD.md и сверстай статическую html-страницу about. Укажи в ней все преимущества, придумай как их проиллюстрировать, используй модный современный дизайн Сохрани в файл about-page/{model-name}.html Ориентируйся только на prd, не используй about-страницу.Эксперимент проведен в декабре 2025-январе 2026. Использовался openrouter или облака ллммок. В скриншотах могут быть небольшие артефакты, скриншоты снимал плейрайт, он не умеет в стики-позиции.

Для сравнения дизайн кожаного мешка (меня): https://recipe-scaler.ru/#/about

Gemini 3 pro Grok code fast 1 Minimax 2.1 Minimax 2.1 Minimax 2.1 Minimax 2.1

Тут я просил ш…

Клод код (Claude Code) заботится обо мне и показывает команды на согласования, к сожалению, он делает это без уважения плохо.

Посмотрите на этот апрув: Выполняет трехстрочную шелл-команду с вложенными конструкциями: циклы, условия. Если там где-то будет какая-то ошибка, я её просто не замечу.

Я не специально выбирал, что скриншотить, они все такие: У меня остается два варианта: Как мартышка жать и жать на кнопку «Approve». В итоге вырабатывается привычка, которая не даст мне себя защититить в опасной ситуации. См. принцип «подтверждения не работают».

Один раз апрувнуть тоже не выйдет, потому что эта конкретная трехэтажная команда вряд ли когда-нибудь появится.

Согласитья на YOLO (You Only L…

На новогодние праздники вышли два больших апдейта recipe-scaler

Первый апдейт — публичный профиль и коллекции

Сейчас можно шарить не только рецепты как одну штуку, но и всю коллекцию.

Или выборочно, или прибранные рецепты (с рецептом и фоткой), или вообще все-все-все

https://recipe-scaler.ru/#/public/@/mike.ozornin Интеграция с ИИ-иссистентом

Можно через MCP подключиться к своему ассистенту. У кого-то клод, у кого-то курсор. Пока подглючивает чуток. Но смотрите, какая красота:

The first live sporting event was broadcast in the Vision Pro, and it's a big disappointment. The experience could be amazing, but Apple actively ruins it.

Делал большую фичу, попросил ревью у ИИ. Попросил найти важные моменты во всех областях: безопасность, логика, деплой, производительность и прочее, и прочее.

Опус 4.5 (лучшая на сейчас ЛЛМ в мире) написал: Критикал sql-инъекция. Как оказалось: пользователь сам себе после всех входов и разрешений на свой же запрос получит чуть больше своих же результатов. Опус не написал: Конфиг nginx забыли поправить и ничего не будет работать в целом.

Сервис-воркер (фоновый код в браузерном приложении) блокировал работу новой вещи, перехватывая все обращения на себя.

Кеширование oauth-запросов было настроено некорректно.

Часовые пояса неправильные, посему токен не имел шансов подойти.

Некоторые адреса обра…

AI might replace all of the jobs; that's only a problem if you think that humans will care, but if they care, they will create new jobs.

This morning I shared a link to this site, and the recipient said, “it looks

like a file.” I thought they meant the page was all black and white with no

color. No, they were talking about the URL, which ended with “.html”.This site started almost 24 years ago as

a static site: a pile of .html files created on my machine and uploaded to the

server. The URLs naturally had .html extensions. It was common in web sites of

the time.Over the years, the technology has changed. In 2008, it was still a static

site on the host, but produced with

Django running locally. In 2021, it became a

real Django site on the host.Through all these changes, the URLs remained the same—they still had

the old-fashion…

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

The most popular and most important posts on Stratechery in 2025.

Update: I found a solution which I describe in

Generating data shapes with Hypothesis.In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.u…

In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.update(v.encode("utf-8")) case bytes(): self.hash.update(v) case int() | float(): self.…

2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011, 2010, 2009, 2008 Нет, Дядя Вострек, не умеешь ты хайпить. Надо было больше пиздеть и меньше делать, а ты наоборот начал — много делаешь и мало пиздишь. А это прямой путь к выгоранию и забвению одновременно...

Необычный год вышел, мда. Я потерял работу и так и не смог найти новую ? или не смог найти сил опять танцевать бинарные деревья на интервью? . Навайбкодил несколько проектов, на некоторые из которых потр…

Netflix is driving the Hollywood end game, likely confident it can increase the value of IP, and fend off YouTube.

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We spent 8 years building MVPs for founders. 50+ projects across every kind of SaaS, marketplace, and B2B tool. Along the way we got pretty good at spotting the gaps that kill apps in production: missing auth guards, no error handling, no logging, external API calls with no timeouts. Now we're watching vibe-coded projects hit the same gaps, just faster. The tools got better but the patterns didn't change. You still see posts every week about Supabase RLS not being configured, apps leaking user data, or entire projects breaking the moment real users show up. We got tired of spotting the same avoidable failures, so we wrote a static checker and tested it against 50 public repos pulled from Re…

After months of building I finally shipped FocusCapsule. The idea is simple: you pick one task, commit to a timer, and the app locks you into that session. No switching between 15 things. One capsule, one task, done. Some things that make it different: Live focus rooms where you work silently alongside strangers (body doubling actually works) Your streak resets to zero if you quit early. Sounds harsh but it keeps you disciplined Notion overlay if you need reference material mid-session (notes and task list too) Achievements and Challenges And much more.. Built it because every productivity app I tried was just not it. I didn't need more organization, I needed something that makes me sit dow…

Hey everyone, just launched something I'm really proud of called Content Machine at brisktool.com/content-machine Paste any content (blog post, product launch, meeting notes, even a rough idea). It generates 30 optimized variants across 10 platforms (Twitter, LinkedIn, Instagram, TikTok, etc.) with: 3 variants per platform with different hooks and angles Engagement scoring that rates each variant 1-100 with specific tips Platform preview mockups showing exactly how your post looks on Twitter, LinkedIn, Instagram A "Make it Viral" button that rewrites using 12 named psychology principles (Curiosity Gap, Negativity Bias, Social Currency, etc.) and shows annotations explaining WHY each change …

Turn your selfies into a personal AI stylist Discussion | Link

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

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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Barcelona-based Sateliot, a 5G satellite connectivity operator, has announced the launch of a new Series C financing round for €100 million to deploy its 5G constellation of 16 satellites.

This follows its €70 million Series B in March 2025 – as covered by EU-Startups.

We trust in the support of industrial, financial, and institutional investors to consolidate a European 5G satellite connectivity infrastructure.”In the context of recent European SpaceTech and adjacent infrastructure funding, Sateliot’s new €100 million Series C would rank among the larger rounds reported in 2025–2026, particularly in satellite connectivity and orbital infrastructure.

Taken together, those comparable rounds …

As conversations around wellbeing become more central to sustainable company building, mental health is no longer something startups can afford to ignore.

In our panel “Mental Health Tips for Entrepreneurs and Startup Teams Under Pressure”, we will explore how founders and teams can better recognise stress, build healthier habits, and create more supportive working environments.

Karen Tierney: Former Co-founder and CPO of SilverCloud Health, Karen has played a key role in building one of the best-known digital mental health platforms in Europe.

Based in Ireland, she has helped shape the company’s product, content, and design strategy since its early days, contributing to the development of …

For CEO Nicolai Walter, the funding marks a turning point: “This financing is a major milestone for Pixel Photonics.

Together, those rounds amount to over €176 million, or roughly €190 million including Pixel Photonics.

The closest same-country comparison is Q.ANT, which shows that Germany is also producing larger later-stage photonics rounds alongside earlier-stage component and infrastructure companies such as Pixel Photonics.

EU-Startups has also covered Pixel Photonics before, reporting in February 2025 on its €1 million SPRIND grant for multi-mode single-photon detection in a separate article on Pixel Photonics.

CTO Dr Wladick Hartmann adds: “Pixel Photonics is transforming superconduc…

Staynex, a Singapore-based AI-powered Web3 travel platform chaired by Priceline and Booking Holdings founder Jeff Hoffman, today announced the full acquisition of Sleap.io, a Zug-based hotel booking technology company, in a transaction valued at €12.8 million ($15 million).

The deal integrates Sleap’s booking platform, operational capabilities, and core team into Staynex.

We’re not just combining two businesses, we’re helping define a new category of travel platform,” said Michael Ros, founder, Sleap.io.

Staynex has been building an AI-powered Web3 travel ecosystem around the STAY token, social membership, and community-led travel experiences.

It aims for European expansion and increased ma…

We still have to make decisions, but how do you do that when the data is messy, and the numbers don’t add up?

You’ve set targets based on last year’s performance, carefully allocated every cent of your annual budget, and defined a clear roadmap.

Then the unexpected happens, you’re forced to spend elsewhere, and growth doesn’t look so certain.

It’s far more productive to anchor your decision-making in principles, rather than predicting which trends will actually pay off.

Keep a steady hand in a shaky marketWhen market signals start flashing red, panic sets in.

As an energy group, Ad Terra is divided into three entities: the first (Ad Terra Energy) regroups operating companies, the second (Ad Terra Synergy) is an investment and R&D platform, and the third is Ad Terra Consultancy.

This strategic alliance is designed to strengthen regional sovereignty and secure access to critical subsurface resources, including helium, natural hydrogen, lithium and geothermal energy.

Nicolas PELISSIER, Chairman, 45-8 ENERGY, said, “We welcome Ad Terra’s majority entry into our capital.

Ad Terra and 45-8 ENERGY are collaboratively developing a diversified portfolio that includes helium, natural hydrogen, lithium, geothermal energy, CO2, and other key subsurface reso…

EIGHT, a Lisbon-based startup, is raising a €3 million Seed round to scale its video-first dating app across four European markets over the next 24 months.

The startup informed EU-Startups that it has already raised over €256.6k ($300k), with half coming from a VC and the rest from angel investors.

Founded in 2025 by Miguel Moreira da Cruz and Afonso Simão, EIGHT is a video-focused dating app that replaces endless swiping and messaging with real face-to-face interaction.

Every evening from 20h to 21h, verified users are matched for live 8-minute video dates.

Additionally, the app includes an AI Dating Coach to assist users in improving their skills in finding and developing romantic relatio…

MAECONOMY, a Dutch startup transforming building materials into auditable, monetisable circular assets, has raised €1.5 million to accelerate its market infrastructure development for the circular built environment.

“MAECONOMY is creating a new model for circular building materials.

We are building the missing financial infrastructure that makes a market for these materials possible.

Founded in 2023, MAECONOMY is an emerging tech startup developing the financial infrastructure to support the circular economy.

By creating visibility, verification, and liquidity for these materials, MAECONOMY enables asset owners, municipalities, and investors to capture both economic and environmental value …

The funding was sourced from Pembroke VCT and the Midlands Engine Investment Fund II, through fund manager Mercia Ventures.

Both firms first invested in June 2025 as part of a €5.1 million (£4.5 million) funding round.

“It’s an exciting time to be operating in this space, and there remains considerable untapped potential for Serve First’s offering.

Its software then translates these insights into actions for frontline teams, helping businesses to act on customer insight.

It has also expanded into Europe by securing a contract with a chain of over 2,500 pharmacies in 7 countries.

Sybol, a Spanish startup specialised in corporate digital identity and verifiable credentials, has closed a funding round of over € 1 million to accelerate the deployment of its enterprise verification platform and its corporate wallet based on digital identity.

“The progress of eIDAS2 and the European Business Wallet opens a new chapter for corporate digital identity.

Sybol enables companies to start preparing with a corporate wallet designed for this new framework,” says Raúl López, CEO of Sybol.

In this context, Sybol is developing a corporate wallet aligned with this regulatory evolution and with the Business Wallet model being proposed in Europe.

The platform enables companies to issue…

This week on the EU-Startups Podcast, we sit down with Jordi Romero, Founder and CEO of Factorial, one of the standout success stories in Europe’s HR Tech space.

Founded in Barcelona in 2016, Factorial has grown into a major business software platform helping companies manage everything from HR and payroll to finance and IT, as businesses increasingly look for more efficient and integrated ways to run their operations.

Factorial has raised over $490 million to date, underlining both the scale of its ambition and the confidence placed in its vision for simplifying business management.

In this episode, Jordi Romero shares more about his journey from engineer to entrepreneur, including his ear…

Plume, a Franco-American startup specialising in geospatial AI for renewable energies, has announced a €3.3M funding round to expand the team, as well as for European and American expansion.

“Plume tackles the most critical bottleneck in the energy transition: the years of friction accumulated from manual site selection and permit processing.

By transforming fragmented geospatial layers and unstructured data into an agentic intelligence platform, they allow developers to go 20 times faster.

Plume was founded in 2024 by Edouard Labarthe (ex-Palantir) and Marc Watine (ex-Harvard researcher in geospatial and AI) and incubated by Y Combinator.

It is an AI-powered geospatial platform for site se…

Edmund, an Ostrava-based startup developing an AI-powered debugging platform for industrial maintenance, has raised €2.5 million in funding to support international expansion and continued development of its platform.

“Edmund is solving one of the most overlooked challenges in industrial maintenance: how knowledge is transferred and applied under pressure.

Founded in 2023 by Jakub Szlaur, Benjamin Przeczek, and Miroslav Marek, Edmund develops an AI-powered platform for troubleshooting industrial production lines.

According to the company, manufacturing is experiencing a period of structural pressure.

Edmund claims to address this gap by deploying AI agents that connect technical documentati…

On May 7-8, the EU-Startups Summit returns to sunny Malta, bringing together around 2,400 founders, investors, and startup ecosystem leaders for two days of networking, inspiration, and knowledge-sharing.

Andrei Dudoiu: Co-founder and CEO of SeedBlink, he brings over 20 years of experience in banking, financial markets, and corporate finance.

Since launching SeedBlink in 2020, he has been steering the platform’s growth from equity crowdfunding into a full venture deal execution platform: offering syndicates, secondaries, equity management, and legal services to founders, investors, and angel networks across Europe.

Since 2017, she has led TokePortal and helped position it as a crowdfunding …

This week, we tracked more than 40 tech funding deals worth over €720 million and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

We also took a deep dive into the critical news and funding for March in our monthly report and shorter free roundup.

UK government launches £50m safety tech scheme🇵🇹.

Verne launches Europe’s first commercial robotaxi service in Zagreb🤖 European Tech.eu Pulse: key trends and investment in March (free report)March 2026's top 10 European tech deals you need to know about⚛️.

“All of us live in the dark, we don’t have anything better to do than build,” says Baltic hacker house organiser🇱🇹.

Across Europe, education systems are under pressure to keep pace with rapid technological change.

At the centre of this shift is MVP (Moksleivių vienaragių paieška, or “Student Unicorn Hunt”), a prime-time national TV show where students aged 14–19 build and pitch real startups.

Unlike traditional classroom exercises, participants work under real startup conditions, testing ideas, refining products, and presenting them to experienced founders in front of a live audience.

Melita Tornau, Head of Marketing at Turing College, argues that existing education systems are not equipped to keep up with the pace of change.

When education systems create that kind of environment, initiatives like these …

It will bring together innovators working at the intersection of artificial intelligence and women’s health.

Early-stage startups in women’s health that do not yet have a product or MVP are also invited to apply.

According to Elena Lipilina, co-founder and CMO of Embryonet AI, women's health has long been underfunded and under-researched.

The program will culminate in a Live Pitch Day in May 2026, where finalists will present their solutions to a panel of investors and experts in women’s health, AI, and biotech.

The winner will also gain direct access to investors active in women’s health and AI-driven biotech, as well as enhanced public credibility through investor-ready materials, includi…

Edmund, a Czech startup developing an AI-powered debugging platform for industrial maintenance, has raised €2.5 million in funding led by FORWARD.one, with participation from University2Ventures and Tensor Ventures.

Edmund addresses this gap by deploying AI agents that connect technical documentation, PLC projects, maintenance logs, and real-time machine data into a single system.

In practice, this approach significantly reduces the time required to diagnose issues, cutting troubleshooting from hours or days to minutes.

Edmund cuts this analysis phase by up to 90 per cent, dramatically reducing overall downtime and accelerating recovery.

“Our corporate network spans exactly the industrial p…

London-based Qoro Quantum has secured $750,000 in a pre-seed funding round to develop software infrastructure for hybrid quantum-classical computing.

Founded in 2024, Qoro Quantum is a deeptech company building software infrastructure for distributed quantum computing.

As the industry continues to develop fully functional quantum computers, enterprises are already combining classical processors with early-stage quantum hardware to address complex challenges.

While the broader industry is racing to build physical quantum hardware, we are focused on the immediate software bottleneck required to actually use those machines,said Dan Holme, CEO of Qoro Quantum.

By abstracting hardware complexity…

Italian-based TeiaCare has raised €7 million in a funding round led by P101 SGR.

The round also included participation from existing shareholders and new healthcare-focused investors, including Spanish family offices Namarel and Inderhabs.

Founded in 2018 by Guido Magrin and Luca Iozzia, TeiaCare develops care-monitoring solutions for residential healthcare facilities such as nursing homes, rehabilitation centres, and dementia care units.

TeiaCare will use the new funding to scale its business model, expand into new geographic markets, and further develop its Data, Spatial, and Care Intelligence capabilities.

The company also plans to extend its solutions beyond residential care into broade…

OpenAI announced plans to bring its giant Stargate AI project to the UK in September last year, marking what it said was ”a major step forward in the US-UK technology partnership” helping the UK government build its sovereign AI capabilities.

The UK government said the project would “help boost AI infrastructure and adoption in the UK – transforming public services and growing the economy”.

Commenting on pausing Stargate UK, OpenAI said: “We see huge potential for the UK's AI future.

The news that OpenAI’s Stargate plans in the UK had stalled was first reported by the Daily Telegraph.

OpenAI announced plans for its $500bn Stargate project in January 2025.

Spanish startup Sybol, which focuses on corporate digital identity and verifiable credentials, has raised over €1 million in a funding round that combines public and private investment.

In response to this, Sybol is developing a corporate wallet aligned with the emerging European Business Wallet model, designed to integrate with existing enterprise systems.

The progress of eIDAS2 and the European Business Wallet opens a new chapter for corporate digital identity.

Sybol enables companies to start preparing with a corporate wallet designed for this new framework.

The funding will be used to accelerate the rollout of Sybol’s enterprise verification platform and its corporate wallet based on di…

Vinted, the second-hand marketplace unicorn, today said its revenues topped €1bn last year, but profits dipped nearly 20 per cent, as it took a financial hit from its investments.

Financial figures for Vinted Group, which includes its core second-hand marketplace Vinted, shipping service Vinted Go, and Vinted Pay, its payment platform, show revenues came in at €1.1bn in 2025, up 38 per cent on the year, while profits fell 19 per cent on the year to €62m.

Profits fell at Lithuania’s first unicorn due to its investment in a number of areas, the 2008-founded company said.

These included investment in the German market, expansion of Vinted Marketplace categories, expansion of Vinted Go’s carrie…

Plume, a Franco-American startup specialising in geospatial AI for renewable energies, has raised a €3.3M funding round led by AENU, with participation from Y Combinator, Kima Ventures, Raise Phiture, Better Angle and Collab Fund.

Developing a renewable energy project (solar, wind, or battery storage) requires cross-referencing zoning data, grid capacity, protected areas, and land parcels, while analysing municipal deliberations, permit histories, environmental studies, and grid development plans.

According to Edouard Labarthe, co-founder and CEO of Plume, renewable energy development is a reasoning problem hidden in maps and documents:“Uncertainty regarding risks and timelines remains one …

Revolut is today rolling out its first AI-powered financial assistant to its 13 million-plus UK customers, claiming it is more sophisticated than a traditional chatbot, saying it represents a fundamental shift in how customers can interact with their finances.

Revolut, valued at $75bn, is the latest challenger bank to leverage AI, hoping to simplify the financial lives of its customers.

Crucially, Revolut customers also remain firmly in the driver’s seat, ensuring that money intelligence never comes at the cost of privacy."

Across Europe, Klarna uses it for customer service purposes, while Bunq launched its AI assistant in 2024.

Last month, rival UK challenger bank Starling launched what it…

Ukraine’s tech ecosystem in 2025 appears top-heavy and driven by a single outlier, rather than broad-based capital inflows.

Total funding reached €945 million, largely driven by a single deal, Grammarly’s $1 billion financing, which pushed the country into the top 10 by total capital raised.

Beyond this outlier, the ecosystem is characterised by numerous small, early-stage rounds, typically below €10 million.

Funding activity is concentrated in pre-seed, seed, and Series A stages, with occasional alternative structures such as debt financing, indicating a developing ecosystem with limited late-stage depth.

Here are the 10 companies that raised the most in 2025.

European tech activity in March 2026 eased slightly compared to February, while overall market conditions remained stable.

The ecosystem recorded 292 funding deals and €7.5 billion raised, down marginally from 296 deals and €7.8 billion in February, reflecting declines of 1.4 per cent and 3.8 per cent respectively.

UK funding fell to €2.6 billion from €3.8 billion in February, a 31.6 per cent decrease, indicating lower capital concentration month-on-month.

For her more detailed review and more in-depth analyses of the European tech ecosystem, including industry and country performance, exit activities, and more, check out our March report.

Here are the 10 largest tech deals in Europe from M…

Handhold automates the inbound customer journey, from first interaction to renewal, using AI account managers that qualify leads, run demos, and activate users around the clock.

Turning every prospect into a managed accountAccording to Vooglaid:“With AI agents, we can now replicate that one-to-one experience at scale because the economics work.

Vooglaid sees the real competitive battleground in building a persistent AI account manager that supports customers across the entire journey.

Where AI agents work today and gain the most tractionHandhold soft-launched in September 2025 and grew to a strong six-figure ARR run rate by year-end.

According to Pieterjan Bouten, Partner at Entourage Capit…

Verne today announced the launch of Europe’s first commercial robotaxi service, starting in Zagreb, Croatia.

The commercial service is the result of several years of development and close collaboration with regulators, positioning Verne among the leaders of autonomous mobility in Europe.

“For the first time in Europe, there is a real commercial robotaxi service.

Verne​​ ​​ will also eventually deploy the company’s purpose-built autonomous vehicle, a two-seat robotaxi designed specifically for driverless ride-hailing.

In September last year, Einride completed the first successful European cross-border operation of a cableless electric autonomous vehicle without a human driver onboard.

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

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

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

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

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

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

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

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

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

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

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

The companies want to launch the robotaxi services in Germany and the U.K. first, pending regulatory approval.

Europe’s fintech darling Revolut is looking to raise a new funding round that would give it a $65 billion valuation, the Financial Times reports. The UK-based company is reportedly in talks to raise around $1 billion by issuing new shares and selling existing ones. The US-based firm Greenoaks is said to be leading the round, […]