AVBD PipelineThe current rigid-body pipeline follows the structure of Algorithm 1 from the AVBD paper, with broad phase, narrow phase, warm-started contact state, colored body solves, dual updates, and final velocity reconstruction.

(2025)Collision detection from the current state x^t The paper starts each time step with collision detection from the current positions, before the solver iterations begin.

In this codebase that starts in the main substep orchestration in src/physics/PhysicsEngine.ts, then flows into broad phase and narrow phase.

Code: src/physics/gpu/avbdState.tssrc/physics/PhysicsEngine.ts Main AVBD iteration: colored primal body solve For each iteration, and for each color, …

Rather than building their own proprietary play zone from the ground up (a “walled garden”), Take Take Take have asked us to share our “digital commons” and use our infrastructure and play zone.

This ultimately improves what’s on offer to the chess community and to chess players, forcing all online platforms to step up their game.

Any play zone using Lichess must always be free to play, even if other tools are built around it which are not.

These concerns are reasonable, and were also raised by members of the Lichess team during discussions about this cooperation agreement - so we definitely hear where you're coming from.

The majority of the Lichess team are unpaid volunteers, who have give…

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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".

AMANEY A. JAMAL is Co-Founder and Co-Principal Investigator at Arab Barometer, Dean of the Princeton School of Public and International Affairs, and Edwards S. Sanford Professor of Politics and International Affairs at Princeton University.

MICHAEL ROBBINS is Director and Co-Principal Investigator at Arab Barometer.

The bug Claude sometimes sends messages to itself and then thinks those messages came from the user.

This is the worst bug I’ve seen from an LLM provider, but people always misunderstand what’s happening and blame LLMs, hallucinations, or lack of permission boundaries.

I wrote about this in detail in The worst bug I’ve seen so far in Claude Code, where I showed two examples of Claude giving itself instructions and then believing those instructions came from me.

Claude told itself my typos were intentional and deployed anyway, then insisted I was the one who said it.

From r/Anthropic — Claude gives itself a destructive instruction and blames the user.

Top Laptops for use with FreeBSDEach laptop is scored based on an aggregate of:

While the director had shot his previous films in 2.35:1 anamorphic, The Fifth Element would be shot in Super 35, partly to accommodate the intense visual effects demands.

The main unit used Arriflex cameras, and Stetson, Neil and company reluctantly agreed to use the Arris for their effects work.

The production was using the Arri 535B, and most of our plates were shot with a production camera.

"We shot the move on the Mondoshawan ship first, then did different moves on the little ZFX 200 fighters," Stetson remembers.

The "destruction" of the Mondoshawan ship was shot on a soundstage.

You can use the Zed Agent harness or keep using Claude Code, however you pay API costs for what you use.

For context, I use both Claude Code and the Claude desktop app for work and pay $100/month for the privilege of hitting limits.

Claude Code is an example of such a system.

Claude Code and OpenRouterClaude Code is optimized for Anthropic models and may not work correctly with other providers.

We might want to do this because Claude Code is undeniably a great harness, however we need to configure Claude Code to use OpenRouter rather than the Anthropic API.

I don't have anything against AI, but HN (and everywhere else) seems to be drowning in AI atm.

Seems like every man and his dog is building an AI agent harness.

And power to you (and your dog) if that's you.

But it would be refreshing to hear about some non AI related projects people are working on.

All of the work we do is funded by less than 3% of our users.

Thunderbird’s mission is to give you the best privacy-respecting, customizable email experience possible.

Maintaining expensive servers, fixing bugs, developing new features, and hiring talented engineers are crucial for this mission.

If you get value from using Thunderbird, please help support it.

The Thunderbird Team

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--- name : code-reviewer interval_seconds : 60 max_turns : 20 --- Review open PRs and post comments...YAML frontmatter for settings, markdown body for the prompt.

Spawns Claude with your prompt, tools, and workspace.

Runs, logs, and sleeps on a loop.

Every run saves its session.

Resume where Claude left off, or send messages to redirect a running bot.

Open source security at AstralAstral builds tools that millions of developers around the world depend on and trust.

Unfortunately, there's a flipside to this: GitHub Actions has poor security defaults, and security compromises like those of Ultralytics, tj-actions, and Nx all began with well-trodden weaknesses like pwn requests.

In these latter cases, we use astral-sh-bot to safely isolate these tasks outside of GitHub Actions: GitHub sends us the same event data that GitHub Actions would have received (since GitHub Actions consumes the same webhook payloads as GitHub Apps do), but with much more control and much less implicit state.

Release security #So far, we've covered aspects that tie …

Thanks to the new possibilities afforded by AI coding tools, the App Store is seeing a resurgence in new app submissions, even as Apple continues to take issue with some of the ways these apps are built and behave.

Interestingly, Apple has also been pushing back against certain iOS-based vibe coding apps that, according to the company, break App Review Guidelines and the Developer Program License.

The spokesperson also said that while a human has to review every app submission, the company is increasingly using AI tools to assist in the process.

Still, from what I’ve seen (and I’ve been following this market very closely), that expectation also doesn’t reflect how most people are actually u…

One of these wallets, created on Tuesday at about 10am ET, placed roughly $72,000 in bets at an average price of 8.8¢.

Polymarket uses proxy smart contract wallets, meaning a single user can create multiple accounts.

Only Polymarket has the internal data needed to determine whether these were new users or existing users opening additional accounts.

The trading pattern of newly created Polymarket accounts placing strategic, well-timed bets mirrors earlier episodes on the platform.

Similar clusters of accounts have also repeatedly profited from well-timed bets on military actions involving Iran.

Like an Old Friend on New HardwareNow, having a variant of Little Snitch on Linux, how does it feel?

To my surprise it immediately showed me ads, and Little Snitch confirmed that it connected to ads.mozilla.org, incoming.telemetry.mozilla.org and many more.

Free, Functional, and Open Where it CountsFrom a feature perspective, Little Snitch for Linux sits somewhere between Little Snitch Mini and the full Little Snitch: functional and useful, but without all the polish and depth of the macOS version.

One important note: unlike the macOS version, Little Snitch for Linux is not a security tool.

You can find Little Snitch for Linux here.

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Little Snitch for Linux makes that activity visible and gives you the option to do something about it.

Little Snitch downloads them from remote sources and keeps them current automatically.

One thing to be aware of: the .lsrules format from Little Snitch on macOS is not compatible with the Linux version.

If that concerns you, Little Snitch can be configured to require authentication.

For keeping tabs on what your software is up to and blocking legitimate software from phoning home, Little Snitch for Linux works well.

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map ( ( n ) => ( n . id === id ?

Here's an auth store:interface AuthState { user : User | null ; token : string ; } class AuthStore extends SnapStore < AuthState , "login" > { constructor ( ) { super ( { user : null , token : "" } ) ; } login ( email : string , password : string ) { return this .

patch ( "notifications" , ( n ) => n . id === id , { read : true } ) ; } }There's no global instance for DashboardStore — it gets scoped to the component lifecycle.

scoped ( DashboardView , { factory : ( ) => new DashboardStore ( ) , props : ( store ) => ( { stats : store .

stats , notifications : store .

( -- rx , x ) : _a ( x ))Verbs and adverbs§Now we get to the first actual functions, called verbs in K lingo.

( c )( f + x ) : Add ( x , f ) : af ?

_a ( y ) : x ; r_ ( U [ f ] = x ))) f ( v ,( strchr ( V , x ) ?

l [ r - ( '' == l [ r -1 ])] = 0 : Q ))We’ve reached the evaluation step.

x ( e ( t + 1 ), Q ( x ) D [ d ( * t )]( v ( i ), x )) : x ( e ( t ), Q ( x ) f [ v ( i )]( x )) : y ( e ( t + 1 ), Q ( y ) 58 ==* t ?

It’s a markup language so simple to understand that even people who are not software engineers can use it in a few minutes.

Typst emerged more recently as a simpler yet useful markup language to create well formatted documents.

It provides the usual services a Language server provides, like semantic highlighting, code actions, formatting, etc.

But it really stands out by providing a live preview feature that keeps your cursor in sync in Helix when you are clicking around in the live preview!

I only had to install it withTerminal window $ brew install tinymistI then configured Helix to use tinymist for Typst documents, enabling live preview along the way.

import eyg/parser import eyg/interpreter/cast import eyg/interpreter/expression as r import eyg/interpreter/break import eyg/interpreter/value as v import gleam/result .

all_from_string ( code ) let state = Nil let scope = [ ] loop ( r . execute ( source , scope ) , state ) } pub fn loop ( return , state ) { case return { Ok ( value ) -> Ok ( value ) Error ( # ( reason , _meta , env , k ) ) -> case reason { break .

Ok ( value ) -> Ok ( # ( value , list .

reverse ( state ) ) ) Error ( # ( reason , _meta , env , k ) ) -> case reason { break .

encode ( result ) , env , k ) , state ) } _ -> Error ( reason ) } } } fn try_sync ( result , then ) { case result { Ok ( value ) -> then ( value ) Error…

Computer science researchers also need to consider more radical options for the long-term sustainability of Internet connected devices.

I dubbed these "antibotty networks" in our internet ecology paper last year as a nod to how antibodies in biological systems work very similarly to digital botnets.

The famous "How to 0wn the Internet in your spare time" 2002 paper explained how a worm could hit most hosts on the Internet in 60 seconds.

3 Build in mutation diversity to our software stacksThe idea germinating in my head is that we could build self-mutating software systems.

4 Getting digital immune systems for our own livesThis is all inspired by biological systems where mutation happens all…

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

The action you just performed triggered the security solution.

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

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

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

Do other Lobsters have any hunches that certain aspects of problem could be better solved by doing x, or applying y, but haven't had the time to investigate them or the confidence to rubber duck them?

Hunches often create room for interesting discussions or new ways to think about problems.

Our main question is: when we have to process a data set in blocks of linear memory, how large do the individual blocks have to be so that any penalty in jumping between blocks is amortized?

For that, our "processing kernel" takes a span const> (or float** ) and returns an opaque uint64_t result (to make sure the optimizer cannot elide our computation).

There is basically no effect of the cache hierarchy here and the results are effectively independent of working set size.

To represent the high-end SIMD processing, we have simd_sum , an AVX2 (or NEON) sum over all floats:uint64_t kernel_simd_sum (std::span const > data ) { __m256 acc = _mm256_setzero_ps () ; for ( auto block : data) { auto …

What does traceroute do?#I’ve just used traceroute to investigate how my query is travelling from my computer to my router and to the internet, finally reaching the end server.

recv ( & mut buf ) { Ok ( n ) => { // Safety: recv wrote n bytes into buf let buf : & [ u8 ] = unsafe { std :: slice :: from_raw_parts ( buf .

( " {:>2} {} " , ttl , ip ), ProbeResult :: Reached ( ip ) => { println!

{ ProbeResult :: Hop ( ip , rtt ) => { if last_ip != Some ( ip ) { print!

(); if reached { break ; }1 2 3 4 5 6 7 8 9 10 11 $ sudo cargo run 1 5.713 ms 4.993 ms 4.739 ms 2 5.355 ms 5.082 ms 4.998 ms 3 * * * 4 * * * 5 * * * 6 * * * 7 15.658 ms 12.088 ms 11.362 ms 8 72.14.223.26 11.978 ms 12.555 ms 12.34…

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Backyard FurnacesThe rallying cry of the Great Leap Forward was 超英趕美 — surpass England, catch up to America.

PMs build AI dashboards.

Marketing builds AI content generators.

Reporting Grain Production to the Central CommitteeDuring the Great Leap Forward, provinces competed to report the most spectacular grain yields.

Every AI Great Leap Forward has its sparrow campaign.

Keychron Hardware DesignProduction-grade hardware design files for Keychron keyboards and mice.

Start HereIf you're new, begin with one of these paths:Browse keyboard filesExplore Q, Q Pro, Q HE, K Pro, K Max, K HE, V Max, and P HE models.

With access to case, plate, and component designs, the community can explore deeper hardware changes, new materials, structural tweaks, and original variations.

All hardware design files are provided for personal, educational, and non-commercial use only.

LinksBuilt by Keychron — source-available hardware design files for the community.

Dominic Preston / The Verge:

Spotify is adding toggles to stop video from playing inside the app for both music and podcasts, rolling out worldwide on all platforms and devices — Controls are rolling out worldwide to stop videos playing alongside music and podcasts. … Spotify is adding new toggles to stop …

Juro Osawa / The Information:

Sources: Alibaba anonymously released an AI video model called HappyHorse-1.0, which ranks top of Artificial Analysis' AI model leaderboard, above Seedance 2.0 — Alibaba Group has anonymously released a new AI video generation model called HappyHorse-1., which rose to the top …

Jordan Novet / CNBC:

Meta commits to spending additional $21B on AI cloud infrastructure from CoreWeave, running from 2027 to 2032, on top of its prior $14.2B deal that ends in 2031 — Meta has committed to spending an additional $21 billion on AI cloud infrastructure from CoreWeave, which comes on top …

Callie Holtermann / New York Times:

A survey of 1,500 people aged 14 to 29: hopefulness regarding AI has dropped from 27% to 18% over the past year, and 50% report using GenAI daily or weekly — A new study from Gallup found that young adults have grown less hopeful and more angry about artificial intelligence.

Sam Sabin / Axios:

Source: OpenAI is finalizing a model with advanced cybersecurity capabilities that it plans to release only to a small set of companies, similar to Anthropic — OpenAI is finalizing a model with advanced cybersecurity capabilities that it plans to release only to a small set of companies …

Mark Bergen / Bloomberg:

OpenAI pauses Stargate in the UK, citing the high energy costs and regulatory environment; OpenAI announced it in September 2025 alongside Nvidia and Nscale — OpenAI said it is pausing its Stargate artificial intelligence infrastructure project in the UK, as it reins in ambitious spending plans ahead …

Andrea Figueras / Wall Street Journal:

Vinted reports 2025 revenue up 38% YoY to €1.1B, Gross Merchandise Value up 47% YoY to €10.8B, and net profit down 19% YoY to €62M, as it expands in Europe — The Lithuania-based retailer launched in Latvia, Estonia and Slovenia in 2025 — Vinted booked a sharp increase …

Abner Li / 9to5Google:

YouTube launches a Shorts feature to let creators generate photorealistic AI avatars using a “live selfie” recording of their face and voice, powered by Veo — YouTube is now letting users create an AI avatar that looks and sounds like them for use in Shorts. This feature was teased earlier this year.

Lauren Forristal / TechCrunch:

Tubi becomes the first streamer to launch a native app within ChatGPT, allowing viewers to find movies or shows to watch by using conversational phrases — Tubi, the Fox-owned streaming service, announced Tuesday the launch of its native app within ChatGPT, giving viewers an easier …

CoinDesk:

Yuga Labs settles its 2022 lawsuit against artist Ryder Ripps and Jeremy Cahen over their alleged copycatting of its BAYC NFTs; the terms were not disclosed — The settlement avoids a trial and ends the dispute over the RR/BAYC NFTs, which claimed to parody Bored Ape Yacht Club, one of the most recognizable NFT brands.

Financial Times:

As AI transforms white-collar work, executives across sectors say trust, not AI, is the key differentiator where accuracy, accountability, and regulation matter — Executives across finance and cyber defence map where Anthropic's Claude “plug-ins” will — and won't — change work.

Mike Cherney / Wall Street Journal:

A look at a global scramble to protect submarine cables vulnerable to potential sabotage, as new monitoring tech like distributed acoustic sensing is developed — U.S. and allies turn to tech, patrols and new routes to defend crucial underwater infrastructure against Russia and China

Katie Tarasov / CNBC:

TSMC says its most advanced chip packaging tech, CoWoS, is growing at an 80% CAGR as it ramps up capacity; Nvidia has reportedly reserved most of the capacity — An underappreciated step in the chipmaking process is poised to become the next bottleneck for artificial intelligence.

Financial Times:

Sources: Arm CEO Rene Haas is in line for an additional role at SoftBank Group to advance Project Izanagi, the Japanese group's AI chip strategy — New job driving Japanese group's AI strategy would be in addition to running the UK chip company — Rene Haas, the chief executive of UK chip designer Arm …

Bloomberg:

UAE's leading AI company G42 says its data center campus and overseas plans are on track despite regional tensions and Iranian attacks on UAE infrastructure — Despite attacks on regional infrastructure, G42 says its data center campus and overseas plans are on track. — Peng Xiao started the year riding high.

Chris Smyth / Financial Times:

Memo: UK NHS data chief Ming Tang says Palantir-built Federated Data Platform is delivering “outstanding results” as she pushes deeper rollout of Palantir tech — Ming Tang says the platform, which collates patient information in one place, is delivering ‘outstanding results’ in England

Yuliya Chernova / Wall Street Journal:

A look at Neo, a VC firm that made early bets on startups including Kalshi and Cursor, pushing the value of its first two funds far above industry averages — The venture firm, led by CEO Ali Partovi, illustrates the growing gulf between a few top performers and the industry median

Sarah Perez / TechCrunch:

Poke, an AI agent that lets users automate tasks via text message, raised $10M, on top of a $15M seed last year, at a $300M post-money valuation — Is Poke an OpenClaw for the rest of us? That's the idea coming from a new startup offering an AI agent that you can access via iMessage, SMS, Telegram, and, in some markets, WhatsApp.

Samreen Ahmad / Tech in Asia:

Nava, which develops cloud infrastructure for AI workloads by combining data centers, GPUs, and software tools, raised a $22M Series A led by Greenoaks Capital — Nava, a cloud infrastructure startup formerly known as Kluisz, has raised US$22 million in a series A round led by Greenoaks Capital.

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.

Start Codex stronger, then let OMX add better prompts, workflows, and runtime help when the work grows.

Website: https://yeachan-heo.github.io/oh-my-codex-website/Docs: Getting Started · Agents · Skills · Integrations · Demo · OpenClaw guideOMX is a workflow layer for OpenAI Codex CLI.

Start OMX strongly, clarify first when needed, approve the plan, then choose $team for coordinated parallel execution or $ralph for the persistent completion loop.

$team or $ralph — use $team for coordinated parallel execution, or $ralph when you want a persistent completion loop with one owner.

Team runtimeUse the team runtime when you specifically need durable tmux/worktree coordination, not as the default …

It's a structured, visual, example-driven guide that teaches you to use every Claude Code feature with real-world templates you can copy into your project today.

Get Started in 15 MinutesTrusted by 5,900+ Developers5,900+ GitHub stars from developers who use Claude Code dailyfrom developers who use Claude Code daily 690+ forks — teams adapting this guide for their own workflows— teams adapting this guide for their own workflows Actively maintained — synced with every Claude Code release (latest: v2.2.0, March 2026)— synced with every Claude Code release (latest: v2.2.0, March 2026) Community-driven — contributions from developers who share their real-world configurationsNot Sure Where to St…

Real-time face swap and video deepfake with a single click and only a single image.

If using a real person's face, obtain their consent and clearly label any output as a deepfake when sharing online.

Choose a source face image and a target image/video.

Select a source face image.

That's Fucking Freaky Dude... That's So Wild Dude" IShowSpeed - "Alright look look look, now look chat, we can do any face we want to look like chat"- "Alright look look look, now look chat, we can do any face we want to look like chat" TechLinked (Linus Tech Tips) - "They do a pretty good job matching poses, expression and even the lighting"- "They do a pretty good job matching poses, expression and even the light…

English | 한국어 | 中文 | 日本語 | Español | Tiếng Việt | PortuguêsFor Codex users: Check out oh-my-codex — the same orchestration experience for OpenAI Codex CLI.

Multi-agent orchestration for Claude Code.

Don't learn Claude Code.

Team mode is explicit: use /team ... or omc team ... rather than a keyword trigger.

UtilitiesProvider Advisor ( omc ask )Run local provider CLIs and save a markdown artifact under .omc/artifacts/ask/ :omc ask claude " review this migration plan " omc ask codex --prompt " identify architecture risks " omc ask gemini --prompt " propose UI polish ideas " omc ask claude --agent-prompt executor --prompt " draft implementation steps "Canonical env vars:OMC_ASK_ADVISOR_SCRIPTOM…

🎙️ VibeVoice: Open-Source Frontier Voice AI📰 News 2026-03-29: 🎉 VibeVoice-ASR is being adopted by the open-source community!

Download: macOS | Windows 1.mov 2026-03-06: 🚀 VibeVoice ASR is now part of a Transformers release!

2025-12-03: 📣 We open-sourced VibeVoice‑Realtime‑0.5B, a real‑time text‑to‑speech model that supports streaming text input and robust long-form speech generation.

OverviewVibeVoice is a family of open-source frontier voice AI models that includes both Text-to-Speech (TTS) and Automatic Speech Recognition (ASR) models.

📖 Documentation | 🤗 Hugging Face | 📊 PaperEnglishES_._3.mp4Chinesedefault.mp4Cross-Lingual1p_EN2CH.mp4Spontaneous Singing2p_see_u_again.mp4Long Conversatio…

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

submitted by /u/Ha8lpo321 [link] [comments]

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

The Git Commands I Run Before Reading Any Code Five git commands that tell you where a codebase hurts before you open a single file.

What Changes the Mostgit log --format = format: --name-only --since = "1 year ago" | sort | uniq -c | sort -nr | head -20The 20 most-changed files in the last year.

But high churn on a file that nobody wants to own is the clearest signal of codebase drag I know.

A file that’s high-churn and high-bug is your single biggest risk.

If the team squashes every PR into a single commit, this output reflects who merged, not who wrote.

Around 2019 I attended a talk by one of the hyperscalers about their new cloud hardware for training Large Language Models (LLMs).

I hope that regardless of your background or feelings on the current generation of ML systems, you find something interesting to think about.

ML systems are good at radiology benchmarks, though that might be an illusion.

Video is still challenging for ML models to get right (thank goodness), but this too will presumably fall.

ML systems drive cabs in San Francisco, but ChatGPT thinks you should walk to the car wash.

Artemis II Lunar FlybyThe first flyby images of the Moon captured by NASA’s Artemis II astronauts during their historic test flight reveal regions no human has ever seen before—including a rare in-space solar eclipse.

Released Tuesday, April 7, 2026, the photos were taken on April 6 during the crew’s seven‑hour pass over the lunar far side, marking humanity’s return to the Moon’s vicinity.

The significance of Claude Mythos Preview for cybersecurityDuring our testing, we found that Mythos Preview is capable of identifying and then exploiting zero-day vulnerabilities in every major operating system and every major web browser when directed by a user to do so.

Mythos Preview accomplishes this by finding a chain that appends the attacker’s public key to the /root/.ssh/authorized_keys file.

Mythos Preview works around this limitation by splitting the attack into six sequential RPC requests to the server.

Evaluating Claude Mythos Preview’s other cybersecurity capabilitiesReverse engineeringThe above case studies exclusively evaluate the ability of Mythos Preview to find bugs in ope…

Years ago I watched a video where guitar teacher Justin Sandercoe explained a way to get better at guitar.

The Way I Learned Then: Tabs#I grew up with a bunch of kids who played music— guitar, drums, and bass.

The Way I Learn Now: Listening & Transcribing#When we think about the guitar greats, we might ask, how did they get great?

Hit “play” on the song with your guitar in your hand, tab paper on the table, and a pencil.

When you hear the first guitar note, stop the song, find the note on the guitar, and write it down.

Nothing found :(None of the cameras match the seleted criteria.

Adjust the search term or filters to find any results.

Little Snitch for Linux makes that activity visible and gives you the option to do something about it.

Little Snitch downloads them from remote sources and keeps them current automatically.

One thing to be aware of: the .lsrules format from Little Snitch on macOS is not compatible with the Linux version.

If that concerns you, Little Snitch can be configured to require authentication.

For keeping tabs on what your software is up to and blocking legitimate software from phoning home, Little Snitch for Linux works well.

First, a deterministic AST pass extracts structure from code files (classes, functions, imports, call graphs, docstrings, rationale comments) with no LLM needed.

Platform supportPlatform Install command Claude Code (Linux/Mac) graphify install Claude Code (Windows) graphify install (auto-detected) or graphify install --platform windows Codex graphify install --platform codex OpenCode graphify install --platform opencode OpenClaw graphify install --platform claw Factory Droid graphify install --platform droid Trae graphify install --platform trae Trae CN graphify install --platform trae-cnCodex users also need multi_agent = true under [features] in ~/.codex/config.toml for parallel extractio…

Miyazaki image boards for Animal Treasure Island (1971).

Miyazaki image boards for Pippi Longstocking .

Miyazaki image boards for Panda!

Miyazaki image boards for The Boy and the Heron , courtesy of The Art of The Boy and the HeronMore image boards The Boy and the Heron , courtesy of The Art of The Boy and the HeronWhen The Boy and the Heron started, Miyazaki was in his mid-70s.

And what appeared on the original Japanese poster is a small snippet — carefully cropped and zoomed — of a Hayao Miyazaki image board.

Starting life as a vector editor, Graphite is evolving into a general-purpose, all-in-one graphics toolbox that is built more like a game engine than a conventional creative app.

The editor's tools wrap its node graph core, exposing user-friendly workflows for vector, raster, animation, and beyond.

The web app is currently live and desktop apps for Windows, Mac, and Linux are now in a release candidate stage.

Engineering the tech for a native app distributed across three new platforms takes extra time.

That's why supporting the web platform, which keeps up-to-date and reaches all devices, has been the initial target.

You can get something like this working in an afternoon and it looks okay on an LED strip or a lamp with a single RGB LED.

What I realized is that the audio LED visualizer uses much of the same frontend as a traditional speech recognition pipeline.

The LED strip was mounted above the stage for everyone to see, lighting up in real time as the band played.

Someone who had never soldered before bought an LED strip and a Raspberry Pi, followed the documentation, and got it working.

Every commercial audio reactive LED strip I've seen does this badly.

DEFINE PLAN BUILD VERIFY REVIEW SHIP ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ │ Idea │ ───▶ │ Spec │ ───▶ │ Code │ ───▶ │ Test │ ───▶ │ QA │ ───▶ │ Go │ │Refine│ │ PRD │ │ Impl │ │Debug │ │ Gate │ │ Live │ └──────┘ └──────┘ └──────┘ └──────┘ └──────┘ └──────┘ /spec /plan /build /test /review /shipCommands7 slash commands that map to the development lifecycle.

Codex / Other Agents Skills are plain Markdown - they work with any agent that accepts system prompts or instruction files.

Skills are workflows agents follow, not reference docs they read.

Skills bake in best practices from Google's engineering culture — including concepts from Software Engineering at Google and Google's …

He despairs by the end. There’s nothing to say really. It’s Darwin Awards every day now.

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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In the meantime, enjoy some clips!

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.

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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.

Putting your computer to sleep might not be the best way to preserve its battery. Here's why.

For example, when you use KDE Plasma on Kubuntu, it looks and feels different from what the KDE Plasma developers created.

On the other hand, some distributions (such as Garuda Dr460nized) present KDE Plasma in a dramatically different fashion.

If you want the purest form of the latest version of KDE Plasma, there's really only one place to look: KDE Linux.

KDE Linux was created and is maintained by the KDE team.

Also: KDE Neon gives you the latest and greatest KDE Plasma desktopWith that said, KDE Linux is really sweet.

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.

Other articles in this seriesFor some users of older Kindles, the ability to download files was the only way to move Kindle files onto their devices.

In this article, we're going to use Calibre to go beyond the Kindle format for our e-books on Kindle.

Also: My favorite Kindle accessory seriously upgraded my reading experience (and it only costs $20)If you don't have Calibre open, open it now.

Screenshot by David Gewirtz/ZDNETAs you can see, my folder now has both EPUB and MOBI format files.

Also: How to add EPUB, MOBI, and PDF files to your Kindle - no converting requiredTo recap from my sideloading guide, I found that the old Kindle wouldn't accept EPUB or DOC files.

In this article, I'll take you through the process of jailbreaking my wife's Kindle DX.

In my case, B009 indicates I'm running a Kindle DX Graphite, which is known as DXG.

Because I'm working with the considerably older Kindle DX, I'm starting with a thread specifically on jailbreaking the DX.

For my old Kindle DX, I put the Kindle back into USB drive mode, then dragged the KUAL-KDK-1.0.azw2 file into the Kindle's documents folder.

Because I'm using the Kindle DX, I downloaded the Legacy version from the KOReader distribution page.

Amazon has also phased out support of 3G for the Kindle Generation 1, Kindle Generation 2, and Kindle DX.

If you still have the obsolete Kindle registered to your device and downloaded Kindle books before the download cutoff in February 2025, any Kindle books you downloaded should be compatible.

If you have a Kindle produced before 2013, as of May 2026, you will no longer be able to download Kindle books to your Kindle device, period.

How to give your old Kindle a new lease on lifeHere you have a number of options.

Also: 5 hidden ways to upgrade your Kindle without paying full priceDo you have an old Kindle you'd like to resurrect?

Since Amazon previously removed the ability to download Kindle files to your computer, you will not be able to sideload Kindle files to them.

These 10 sites offer thousands of optionsIn this article, we'll explore the process of transferring files (Kindle files, if you already have them on your computer, and popular ebook formats) to Kindle devices, both old and new.

Do not unregister your old KindleIf you were one of the folks lucky or persistent enough to download your Kindle books, keep in mind that many Kindle books have DRM protection.

If you still have the obsolete Kindle registered to your account, any of your Kindle books you've downloaded should be compatible.

Here are the cable co…

Pronto's autonomous haulage trucks are about to start operating at Mariana Minerals's Utah copper mine -- the first such deal since Pronto got acquired by Travis Kalanick's Atoms Inc.

The popular open source VPN maker is the second high-profile developer to say Microsoft locked his account without notifying him and are blocking their ability to send software updates to users.

Poke brings AI agents to everyday users via text message by handling tasks and automations without complex setup, apps, or technical know-how.

Canva says the acquisitions add strengths in agentic AI, data infrastructure, marketing automation, and customer engagement.

Bloomberg's Mark Gurman says Apple's foldable iPhone is still "on track" for a September unveiling alongside the iPhone 18 Pro lineup. 9to5Mac reports: The report notes that Apple's stock took a hit earlier today after Nikkei Asia indicated the iPhone Fold was having serious production issues. Clearly, sources within Apple were motivated to share positive news via Gurman. Not long ago, Gurman himself said that he was expecting an iPhone Fold release date that was a little bit later than iPhone 18 Pro. That's still very possible, but it sounds like Apple is internally feeling optimistic about its targeted September launch. The report continues: "While the complexity of the new display and ma…

An anonymous reader quotes a report from The Drive: Farmers have been fighting John Deere for years over the right to repair their equipment, and this week, they finally reached a landmark settlement. While the agricultural manufacturing giant pointed out in a statement that this is no admission of wrongdoing, it agreed to pay $99 million into a fund for farms and individuals who participated in a class action lawsuit. Specifically, that money is available to those involved who paid John Deere's authorized dealers for large equipment repairs from January 2018. This means that plaintiffs will recover somewhere between 26% and 53% of overcharge damages, according to one of the court documents…

A $500,000 "Survivor"-style corporate retreat for 120 Plex employees in Honduras "turned into a week-long disaster involving illness, wild animals, armed guards, and employees stranded on a remote island," reports the Daily Beast. The CEO was bedridden by E. coli, staff were collapsing in brutal heat during Navy SEAL-led drills, there were fire ant attacks, uncooked food, and failing utilities. At one point, a porcupine even crashed through the ceiling of a guest's room. Here's an excerpt from the report: Tech media company Plex flew its 120 employees to a Honduran resort in 2017 for what was billed as a Survivor-style getaway. They called it "Plexcon." The first harbinger of trouble was an…

The FBI says (PDF) Iran-linked hackers disrupted internet-connected systems used by U.S. oil, gas, and water companies. Even with the recent two-week ceasefire between Iran and the United States and Israel, hackers backing Tehran say they won't end their retaliatory cyberattacks. The Hill reports: The report warned that similar companies across the country should be aware of an increased push by hackers to take over programmable logic controller (PLC) systems, which can be used to digitally control physical machinery from remote locations. Secure internet access for PLCs from one company, Rockwell Automation, were removed by Iran-linked coders who then "maliciously interacted with project f…

A New York Times investigation by John Carreyrou claims a British cryptographer named Adam Back is the strongest circumstantial candidate yet for being Satoshi Nakamoto. The report citing overlaps in writing style, ideology, technical background, and old posts that outlined key parts of Bitcoin years before its launch. Carreyrou is a renowned investigative journalist and author, best known for exposing the massive fraud at Theranos while at the Wall Street Journal. Here's an excerpt from the report: ... As anyone steeped in Bitcoin lore will tell you, Satoshi was a master at the art of maintaining anonymity on the internet, leaving few, if any, digital footprints behind. But Satoshi did lea…

Starting May 20th, Amazon will stop Kindle Store access for Kindle and Kindle Fire devices released in 2012 and earlier. After that date, those devices will "no longer be able to purchase, borrow, or download new content." Owners can still read content already on the device, but if an affected device is reset or deregistered after the cutoff, it can't be re-registered. The Verge reports: The complete list of affected devices goes all the way back to the original Kindle that launched in 2007 with a full keyboard and scroll wheel. [...] Amazon will be notifying affected users over email ahead of May 20th with an explanation of what their older devices can and cannot do. Pre-2012 Kindle Fire d…

An anonymous reader quotes a report from the Financial Times: Iran will demand that shipping companies pay tolls in cryptocurrency for laden oil tankers passing through the Strait of Hormuz (source paywalled; alternative source), as it seeks to retain control over passage through the key waterway during the two-week ceasefire. Hamid Hosseini, a spokesperson for Iran's Oil, Gas and Petrochemical Products Exporters' Union, told the FT on Wednesday that Iran wanted to collect tolling fees from any tanker passing and to assess each ship. "Iran needs to monitor what goes in and out of the strait to ensure these two weeks aren't used for transferring weapons," said Hosseini, whose industry associ…

Meta has launched Muse Spark, its first major AI model under Alexandr Wang's leadership. The model was built over the past nine months and is being positioned as a significant step up from Llama 4. Axios reports: Muse Spark will power queries in the Meta AI app and Meta.ai website immediately, with plans to expand across Facebook, Instagram and WhatsApp. The model accepts voice, text and image inputs, but produces text-only output. [...] Meta plans to release a version of Muse Spark under an open-source license. The model uses a fast mode for casual queries and several reasoning modes. A "shopping mode" highlights how Meta hopes to differentiate itself. It combines large language models wit…

Microsoft has apparently terminated the account VeraCrypt uses to sign its Windows drivers and bootloader, leaving the encryption project unable to publish Windows updates and throwing future releases into doubt. VeraCrypt's developer says Microsoft gave no clear explanation or warning for the move. "I didn't receive any emails from Microsoft nor any prior warnings," Mounir Idrassi, VeraCrypt's developer, told 404 Media. From the report: VeraCrypt is an open-source tool for encrypting data at rest. Users can create encrypted partitions on their drives, or make individual encrypted volumes to store their files in. Like its predecessor TrueCrypt, which VeraCrypt is based on, it also lets user…

Valve has released a native Steam Link beta for Apple Vision Pro, letting users stream their existing Steam games onto a large virtual screen in visionOS. It supports up to 4K resolution and will let you dynamically adjust the curve of the display. The Mac Observer reports: Steam Link does not support VR titles in this beta, and Valve clearly states that the app is limited to 2D game streaming, but this still opens up a large library of games that users can play on a massive virtual screen inside Vision Pro. At the same time, Vision Pro already handles 2D media very well, and this update builds on that strength by turning the headset into a portable gaming display that connects directly to …

An anonymous reader quotes a report from Ars Technica: Apple earned the lowest grades in a report on laptop and smartphone repairability released today by the consumer advocacy group Public Interest Research Group (PIRG) Education Fund. The report, which looks at how easy devices are to disassemble and how easy it is to find repairability information, gave Apple a C-minus in laptop repairability and a D-minus in cell phone repairability. For its "Failing the Fix (2026): Grading laptop and cell phone companies on the fixability of their products" report, PIRG analyzed the 10 newest laptops and phones that were available via manufacturers' French website in January. [...] Apple leads the list…

alternative_right quotes a report from the New York Post: The CIA used a futuristic new tool called "Ghost Murmur" to find and rescue the second American airman who was shot down in southern Iran, The Post has learned. The secret technology uses long-range quantum magnetometry to find the electromagnetic fingerprint of a human heartbeat and pairs the data with artificial intelligence software to isolate the signature from background noise, two sources close to the breakthrough said. It was the tool's first use in the field by the spy agency -- and was alluded to Monday afternoon by President Trump and CIA Director John Ratcliffe at a White House briefing. "It's like hearing a voice in a sta…

BrianFagioli writes: Artificial intelligence has now run directly on a satellite in orbit. A spacecraft about 500km above Earth captured an image of an airport and then immediately ran an onboard AI model to detect airplanes in the photo. Instead of acting like a simple camera in space that sends raw data back to Earth for later analysis, the satellite performed the computation itself while still in orbit. The system used an NVIDIA Jetson Orin module to run the object detection model moments after the image was taken. Traditionally, Earth observation satellites capture images and transmit large datasets to ground stations where computers process them hours later. Running AI directly on the …

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.

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.…

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…

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.

Осознал недавно, чем вайб-кодинг в его классическом виде похож на лудоманию и при чем тут дофамин

Что за вайб-кодинг такой

Давайте сначала начнем с определений. Не каждая разработка с ллмкой — вайб-кодинг, но каждый вайб-кодинг — разработка с помощью ллмки.

Вайб-кодингом я буду называть программирование с помощью ллмки, в котором есть вот такие характеристики: Мало изначального планирования. Буквально короткое описание, вкинутое в ллмку и потом разберемся походу.

Попытка сразу попасть в нужную конечную точку. Желательно за одну итерацию.

Значительная часть кода написана ллмкой. Человек в целом не читает весь код, не проверяет его, только смотрит на результат. Архитектура придумана тоже ллмк…

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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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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 …

Golden Owl, an Alicante-based DeepTech startup, has closed €1.4 million in Seed funding to advance its anticipatory intelligence operating system focused on recognising complex dynamics in informational, geopolitical, and business contexts.

Golden Owl is a Spanish startup specialising in external intelligence, advanced Open-Source Intelligence (OSINT), and complex risk detection.

The company claims that it has developed an external intelligence operating system that surpasses traditional data analysis.

Strix is a continuous strategic intelligence system based on a cell-based architecture and an interoperable, multimodal intelligence network.

Golden Owl’s approach involves moving from data a…

Herbert Ventures, a Zurich-based, newly founded early-stage venture firm, has today announced the launch of Herbert Ventures Fund I, a €32.5 million (CHF 30 million) early-stage venture capital fund focused on pre-Seed and Seed investments across Europe.

Great founders adapt and find solutions, regardless of what the market does,” said Ben Simon, founding partner, Herbert Ventures.

Founded in 2026 by Simon and Luis Huber, Herbert Ventures backs “exceptional” DeepTech founders and serial entrepreneurs, with a European mandate, at pre-Seed and Seed stages, before consensus forms.

Huber is an early-stage venture investor who has built and operated institutional venture platforms.

The fund targ…

MillTech, a London-based risk management platform that provides next-gen FX hedging and cash investments for fund managers and corporates, today announced a €51 million ($60 million) minority investment.

The funding was sourced from the Apax Digital Funds, the growth equity arm of Apax Partners LLP, valuing MillTech at €277 million ($325 million).

Mark Beith, Partner at Apax Digital, commented: “FX hedging is too often an invisible drag on performance.

However, MillTech believes organisations continue to manage FX risk manually through fragmented processes and systems with limited transparency.

Today’s investment will support MillTech’s next phase of growth, accelerating its expansion acros…

Handhold employs personal AI account managers that qualify leads, conduct demos, and activate users around the clock, enabling vendors to provide high-touch buyer experiences with the cost efficiency of self-serve models.

The company states that software buyers are now more informed and ready than ever, expecting quick access and tailored support.

According to Handhold, when selling software, companies choose between product-led and sales-led motions.

You can give a ten-person startup a personal account manager that works around the clock, in any language, without actually growing headcount,” said Georg Vooglaid, co-founder and CEO, Handhold.

The platform is working with more than 15 custom…

Accenture has acquired Keepler Data Tech, a Spanish cloud-native AI and data startup, in order to further strengthen and expand Accenture’s ability to scale AI for clients in Spain and beyond.

Keepler is the latest in a series of strategic acquisitions aimed at expanding Accenture’s AI capabilities, including Faculty; the Palantir consultancy Decho; Palantir certified partner RANGR Data; Salesforce AI consultancy NeuraFlash; and AI company Halfspace.

“From day one, our mission at Keepler has been to help organizations turn data and AI into real, scalable outcomes,” says Juan María Aramburu, CEO of Keepler.

“By bringing Keepler into Accenture, we further strengthen our end-to-end AI and data…

Startex: AI platform for M&A, focused on deal setup, matching and management.

HealthTechElephant Brain Lab: neuroscience and AI platform using multimodal physiological data for neurofeedback and human performance enhancement.

INDIS : They support businesses through property allocation, site management, upkeep, maintenance, and tenant services.

Its broader role is to support digital commerce by enabling secure and efficient money movement between buyers and sellers in different markets.

Da’Vinci AI: This AI company develops enterprise automation tools for small and medium-sized businesses, with a focus on customer interactions, workflow automation, and structured knowledge management.

Picnic, a London-based startup building an OS for photos to make it easy for people to organise their photo libraries, has been acquired by Paris-based mobile app publisher MWM.

Over the last 18 months, it has gained over 1.5 million users, reached €3.4 million ($4 million) in annual recurring revenue (growing 4x in 2025), and become profitable.

Regarding privacy, Picnic states that users’ photos remain on their devices, ensuring complete privacy and security.

In 2026, MWM launched MWM AI, a platform to transform simple prompts into truly native iOS apps with integrated App Store distribution, monetisation, and growth.

Alongside MWM AI, MWM has developed a portfolio of consumer apps spannin…

We are excited to announce that Andrea Lamperini, COO at WeRoad, joins the speaker lineup of the EU-Startups Summit 2026 to share insights on scaling a community-led business across culturally diverse markets.

Founded in 2017, WeRoad is a travel platform that connects millennials and Gen Z through group adventures designed to foster real-life connections.

The company combines curated travel experiences with a strong community-driven model, turning strangers into travel companions and building a global network of like-minded travellers.

Originally launched in Italy, WeRoad has expanded internationally with operations in Spain, the UK, France, and Germany, alongside the growth of its global p…

AirHub, a Groningen-based drone operations software company, has secured €4.4 million in Series A funding to boost its growth as a leading European provider of software for executing drone missions in security, defence, public safety, and critical infrastructure.

Thomas Brinkman, Co-CEO and co-founder of AirHub, said, “This funding helps us accelerate AirHub’s growth as a European software company serving​ organisations that operate in high-stakes environments.

As a European company, AirHub claims that it is building that capability, helping strengthen Europe’s independence, resilience and data sovereignty in mission-critical drone operations.

AirHub develops software that helps organisatio…

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.

European tech activity in March 2026 showed a modest cooling compared to February, while overall market conditions remained stable.

The ecosystem recorded 292 funding deals and €7.5 billion in total capital raised, compared to 296 deals and €7.8 billion in February, representing declines of 1.4 per cent and 3.8 per cent respectively.

CompaniesOut of 292 deals in March, 13 companies raised more than €100 million each.

The largest deal in March 2026 was Nscale’s €1.7 billion Series C, valuing the company at $14.6 billion.

IndustriesAI was the leading sector by investment volume in European tech startups in March 2026, capturing 24.8 per cent of the month’s total funding, at €1.8 billion.

At Tech.eu, we keep track of the investment landscape with data-driven insights.

Our Tech.eu Insiders enjoy unlimited, exclusive access to all our content, including market-intelligence analysis, reports, articles, and useful insights on tech trends and developments.

But we know that a lot of folks interested in tech might not have the funds for a subscription.

In response, we're offering compact versions of our monthly reports to all of our readers.

Our versions offer a glimpse into the valuable insights provided by our monthly reports, covering key investment trends, notable company activities, and emerging industry sectors.

I spoke to Petar Petrov, Chief Commercial Officer and co-founder of Eilla AI, to learn more.

Eilla AI runs a structured process similar to what top-tier investment banks use, but applied to the SMB market.

It is a completed deal.”The founders of both acquired companies credited Eilla AI with making the transactions possible.

For Eilla AI, client response tends to fall into two distinct categories, according to Petrov.

Scaling M&A for the long tail of businessesThe deal executed by Eilla AI arrives at a moment of acute structural pressure on the European M&A market.

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

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

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

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

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

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

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

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

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

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

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

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

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, […]