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The AI Graveyard100 AI tools that have shut down or been acquired and folded into other products.

Maintained as part of our editorial review — every entry was a real product listed on ToolDirectory.AI before its lights went out.

Found a tool that should be here?

100 AI tools have died — 88 in 2026 alone .

16 Shut down 38 Acquired 34 Domain lapsed

Bloomberg's Mark Gurman reported on Monday that iOS 27 will add a "Create a Pass" feature to the Wallet app.

iOS 27 is expected to preview at WWDC on June 8, with a public release in September.

Roughly half of the wallet-using world is on Android, and our generator builds Google Wallet passes from the same form.

The reason WalletWallet started was that Apple's bar for a Wallet pass was too high for normal people.

If iOS 27 lowers that bar, the world we wanted is closer.

I've been playing word games my whole life.

After trying out NYT's Crossplay recently for a few weeks, I set out to build a new word game from scratch.

There's 3 or 5 "traks" - you can pick any trak to play a word on, and your opponent chooses one to play on as well.

For the game dev curious, here's how I built it from scratch, with a ton of help from Claude and some friends' feedback.

I've been getting ads for the Vestaboard for months, and figured a split-flap display would be a fun way to show the letters.

We highlight weak spots like low domain authority (DA) sites and user-generated content (UGC) platforms in the search results, giving you a clear picture of how easy or hard it will be to rank for that keyword.

Our SERP analyzer provides an instant, in-depth ranking difficulty score based on real factors like Domain Authority, Page Authority, content length, page speed, keyword optimization, and UGC presence.

It also includes estimated traffic data for ranking pages and an AI-generated ranking guide.

Are people using AI, or is the organization learning from it?

In Making AI Work: Leadership, Lab, and Crowd, he makes the point that individual productivity gains from AI do not automatically become organizational gains.

The “messy middle” of AI adoption starts when AI use is everywhere, uneven, partially hidden, difficult to compare, and not yet connected to organizational learning.

But the interesting AI work does not wait for the next community meeting.

The useful question can’t be “who uses AI enough?” but: where did AI change the work in a way the organization can learn from?

Google Chrome is reaching into users' machines and writing a 4 GB on-device AI model file to disk without asking.

There is no checkbox in Chrome Settings labelled "download a 4 GB AI model".

The temp directory is com.google.Chrome.chrome_chrome_Unpacker_BeginUnzipping.5xzqPo - that prefix com.google.Chrome.chrome_chrome_* is the bundle ID and subprocess naming convention Google Chrome itself uses.

Google installs Chrome, then writes a 4 GB AI model under the user's profile directory without authorisation.

"Chrome would like to download a 4 GB AI model file to your device to power the following features.

The title’s official English translation is “The Frog for Whom the Bell Tolls”.

The video starts by mentioning “Frog Game” instead of the actual first Zelda game on the Game Boy: Link’s Awakening.

I’ve since played Frog Game and I recommend the game as a quick and fun “pocket-sized” adventure.

The developers of Frog Game, Intelligent Systems, also developed my favorite game of all time: “Paper Mario: The Thousand Year Door”.

Chapter 4 of Paper Mario is titled “For Pigs the Bell Tolls” which is another reference to Hemingway and potentially Frog Game?

(I'm 90% sure I'm correct about the Panicked state, but I can't really find any docs that actually describe this.)

Similarly, when panic=abort is used, we might be able to get rid of the Panicked state altogether.

With the current compiler, bar gets its own state machine that calls the foo state machine, which is very wasteful.

async fn foo(blah: bool) -> i32 { // ... } async fn bar(input: u32) -> i32 { let blah = input > 10; // Preamble let result = foo(blah).await; result * 2 // Postamble }This pattern is common when translating an async function from one signature to another, which happens for trait impls.

Take this example:pub async fn process_command() { match get_command() { CommandId…

Lately, this blog has featured a lot of writing about agentic coding.

I’ve been keeping a running list of tips for agentic coding: guidelines or rules one might give to someone just getting started with Codex, Claude Code, Pi, or any other agent.

Below is my current list: 10 Lessons for Agentic Coding.

Of course, you want to iterate and compound your efforts, but cheap code means you can reconnoiter and reinvent in ways you never could.

Agentic code is “free as in puppies.” Support isn’t cheap and neither is security.

In some cases, even drawing on a mustache has been reported as enough to fool age detection software.

Those limits, according to UK online safety group Internet Matters, are easy to sidestep.

The report even cites cases of children drawing a mustache on their faces to fool age detection filters.

While nearly half of UK kids say it's easy to bypass online age checks (and another 17 percent say it's neither hard nor easy), only 32 percent say they've actually bypassed them, according to Internet Matters.

So, what can be done to make kids' online safety more effective?

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Hi, you've entered a collection of939 two-dimensional mathematical curves You can find a curve in five ways: 1. by nameA B C D E F G H I J K L M N O P Q R S T U V W X Y Z2. by full-text search

What You'll BuildA working GPT model trained from scratch on your MacBook, capable of generating Shakespeare-like text.

By the end, you'll have a working model.py , train.py , and generate.py that you wrote yourself.

Tokenization: Characters vs BPEThis workshop uses character-level tokenization on Shakespeare.

BPE tokenization (GPT-2's 50k vocab) doesn't work on small datasets — most token bigrams are too rare for the model to learn patterns from.

Tokenizer Vocab Size Dataset Size Needed Character-level ~65 Small (Shakespeare, ~1MB) BPE (tiktoken) 50,257 Large (TinyStories+, 100MB+)Part 5 covers switching to BPE for larger datasets.

Hand‑drawn QR codes Seth Larson @ 2025-07-01I really like QR codes.

The smallest QR code (besides micro QR codes) is "version 1" which uses 21x21 pixels.

Version 1 QR codes can hold URLs up to 17 bytes long using the lowest data quality setting.

TIL that the "alphanumeric" character set for QR codes actually contains symbols for URLs like : and / .

Scanning the QR code was quite finicky because the paper was curling up off the flat surface.

Any integer in the correct range is a valid private key, so there isn’t really much of a key generation algorithm.

All in all, the RSA key generation algorithm is painfully slow, and you really want to avoid running it from scratch every time you load a key, which has lead to RSA storing the results of the key generation algorithm as a cached computation.

But this matrix is stored as a seed in both the public key and private key format anyways, so you don’t get around that step as is, and this is also the reason why I keep calling this key format semi-expanded.

The point of a private key format in particular is to transfer private key material from one system to another, which is already a …

Tokens and DreamsThe one great principle of the English law is, to make business for itself.

But more importantly, in the two-layered model of control, AI tools eliminate the programmer-as-mediator of the system.

Quicksand Supercedes Brooks' TarpitWhen the programmer is removed as the control system for managing software complexity, what happens?

Every iteration consumes tokens, so the code-base is not merely accumulating noise but paying to accumulate it.

Iterating becomes a closed circuit of AI driving AI, while code bloats, errors compound, and prompts drift.

— the tweet that gets 40k likes every time someone posts a version of it “anthropic’s claude code is completely claude-coded.

think about claude code itself: claude code is completely claude-coded.

the reality is that codex launched months after claude code and is already functionally competitive.

this is what the actual picture looks like:source: i made up the vibesthe falsification: if using claude code gives you a genuine product velocity advantage, and anthropic had it exclusively for 7 months, the gap between claude code and every competitor should be unbridgeable.

do i think claude code isn’t worth paying for?

Recently I stumbled across a bidirectional typechecking puzzle in my Grace programming language that I thought people interested in programming language theory might find interesting.

The context is that Grace is based on a bidirectional typechecking system (specifically: Complete and Easy Bidirectional Typechecking for Higher-Rank Polymorphism) and as Grace evolved I began to run into a few limitations of that approach.

Most of the bidirectional typechecking literature recommends a different solution: require a type annotation on the list because then you can check each element of the list against the expected element type.

The appeal of bidirectional typechecking I mentioned this earlier,…

For example, I love glue languages, languages and libraries for learners, and am a fan of scripting languages.

Last year I spent a couple months researching and writing BASIC, specifically the Yabasic dialect, which is about a quarter century old and continously maintained.

So inspired by this, I thought I could likely build an ULTRA simple editor with a mininum of Vim commands.

And I’ve put it to good use, working on coding projects and as a text editor for my writing.

I’m proud I’ve built my own text editor, that works well for basic writing and simple programs, and that can be extended.

Loading...You are seeing this because the administrator of this website has set up Anubis to protect the server against the scourge of AI companies aggressively scraping websites.

Anubis uses a Proof-of-Work scheme in the vein of Hashcash, a proposed proof-of-work scheme for reducing email spam.

The idea is that at individual scales the additional load is ignorable, but at mass scraper levels it adds up and makes scraping much more expensive.

Please note that Anubis requires the use of modern JavaScript features that plugins like JShelter will disable.

Please disable JShelter or other such plugins for this domain.

The single exception to this observation is the root key of the DNS, the Root Key Signing Key (KSK).

Key rolls should happen regularly so that the operators of the DNS zone have practice with the key roll process.

Rolling a DNSSEC key every week is probably too short an interval, but leaving a cryptographic key in place for twenty-five years is equally unwise.

However, an entirely different set of considerations applies to the Root KSK used by the root zone of the DNS.

Key Sentinel: RFC 8509 measurementRFC 8509 A Root Key Trust Anchor Sentinel for DNSSEC, proposes a different approach where the signal of a recursive resolver’s trusted keys is folded back and sent to the querier, rather than…

Optional fields:Field Type Meaning metaskill string Relative path from the skill directory to the program file.

metaskill_language string Program language identifier.

ask(prompt, opts={})ask asks the host agent to do one nested piece of work.

Sandbox posture:command MUST run under the same command policy and filesystem sandbox as normal host command tools.

MUST run under the same command policy and filesystem sandbox as normal host command tools.

QuincyQuincy is a VPN client and server implementation using the QUIC protocol with support for pre-quantum, hybrid and post-quantum cryptography.

The documentation for the client configuration file fields can be found here.

The documentation for the server configuration file fields can be found here.

Server certificateThere are a couple of options when it comes to setting up the server certificate.

Certificate signed by a trusted CAThis is the proper way to manage the server certificate.

Cognitive Debt Hurts Developers, Not Just the SoftwareTechnical debt lives in the code.

Cognitive debt lives in people.

Cognitive Debt, Like Technical Debt, Must Be RepaidMartin Fowler notes that, like technical debt, cognitive debt must eventually be repaid.

“This Is Just Engineering”, But Incentives Are ChangingSeveral commenters, including Michael Würsch, argue that cognitive debt reflects a failure of good engineering discipline.

As AI is adopted by startups and large companies, the question becomes how teams will manage cognitive debt.

minipgp6 🔐 🤏A very lean implementation of modern OpenPGPSimple, secure, standards-basedminipgp6 implements a subset of the OpenPGP standard.

🤝 InteroperabilityAll modern OpenPGP libraries interoperate seamlessly with the formats that minipgp6 implements - or will, soon (see below for more).

🛠 ProductivityWhile constrained in scope, minipgp6 aims to be a production-grade library that empowers application developers to integrate modern OpenPGP functionality with a small footprint.

One major goal of minipgp6 is to further demystify OpenPGP - and to improve the quality of discourse about the standard.

ASCII ArmorThe core of minipgp6 only handles "binary" OpenPGP artifacts.

Tamara Djurickovic / Tech.eu:

Dutch quantum processor company QuantWare raised a $178M Series B from Intel, In-Q-Tel, and others to build KiloFab, a dedicated quantum manufacturing facility — QuantWare will use new funding to scale its quantum processor technology, expand manufacturing capacity, and accelerate …

Nikkei Asia:

Sources: China targets 70%+ of silicon wafers used by its chipmakers to be made domestically by 2026; chipmakers see an unspoken mandate to use local 12" wafers — TAIPEI — China is aiming for more than 70% of silicon wafers used by its chipmakers to be made domestically by this year …

Meghan Bobrowsky / Wall Street Journal:

RadixArk, led by former xAI employee Ying Sheng, raised a $100M seed at a $400M valuation to make AI inference more efficient via its open-source SGLang engine — RadixArk has raised $100 million at a $400 million valuation for a software engine and framework that make inference and training more efficient to run

Yogita Khatri / The Block:

a16z crypto raised $2.2B for its fifth fund, down from its record $4.5B Fund 4 in May 2022, taking its total capital raised across five funds to ~$9.8B — Quick Take — a16z crypto has raised $2.2 billion for its fifth fund as the venture capital firm points to growing use of stablecoins …

Bloomberg:

The US Commerce Department's CAISI says Google, Microsoft, and xAI join OpenAI and Anthropic in granting early access to evaluate models prior to public release — Alphabet Inc.'s Google, Microsoft Corp. and xAI have agreed to give the US government early access to their artificial intelligence models …

Reuters:

Coinbase CEO Brian Armstrong announces the company is cutting ~700 jobs, or ~14% of its global workforce, to reduce costs, saying “AI is changing how we work” — Coinbase (COIN.O) said on Tuesday it will cut about 700 jobs, or about 14% of its global workforce …

Ignacio Gonzalez / Bloomberg:

Shopify reports Q1 revenue up 34% YoY to $3.2B, above est., GMV up 34% YoY to $100B, and forecasts weaker Q2 revenue growth; SHOP falls 11%+ pre-market — Shopify Inc. shares slumped as its revenue outlook suggests growth pace may be slowing down. — The stock dropped as much as 11% …

Marissa Newman / Bloomberg:

Zyg, an AI startup by ironSource's founders to automate business functions, raised $60M led by Accel at a $500M valuation, two months after exiting stealth — Zyg, an artificial intelligence platform created by the founders of IronSource, raised funding at a $500 million valuation just two months after coming out of stealth.

Foo Yun Chee / Reuters:

Meta says it will expand Instagram teen account safeguards to 27 EU countries, and plans to roll them out on Facebook in the US, ahead of the UK and EU in June — Meta Platforms (META.O) will expand technology safeguards for teen accounts to 27 European Union countries and to Facebook in the United States …

Todd Bishop / GeekWire:

Microsoft's 2026 Work Trend Index: a survey of 20K AI users finds 65% fear falling behind, but only 13% report being rewarded for workplace AI experimentation — [Editor's Note: Agents of Transformation is an independent GeekWire series, underwritten by Accenture, exploring the adoption and impact of AI and agents.

Paige Smith / Bloomberg:

PayPal reports Q1 net revenue up 7% YoY to $8.4B, total payment volume up 11% YoY to $464B, active accounts up 1% to 439M, and seeks $1.5B+ in cost savings — PayPal Holdings Inc. plans to cut costs and jobs as new Chief Executive Officer Enrique Lores seeks to turn around …

Emma Roth / The Verge:

Meta is using AI on Facebook and Instagram to detect under-13 users by analyzing bone structure, height, and visual cues, but says it's “not facial recognition” — ‘We want to be clear: this is not facial recognition,’ Facebook says. … Facebook and Instagram have a new way to detect …

Emily Nicolle / Bloomberg:

Crypto exchange Bullish agrees to acquire Equiniti, a UK-based financial services outsourcing business, from Siris Capital in a $4.2B deal, set to close in 2027 — Bullish agreed to buy Equiniti from Siris Capital in a $4.2 billion deal, as the crypto exchange seeks to expand in blockchain-based capital markets infrastructure.

New York Times:

Investigation: an inheritance dispute over an ex-LG chair's estate prompts a criminal complaint over how the dynastic South Korean chaebol family divides assets — On a Thursday afternoon in June 2020, two executives from the LG finance department arrived at the hilltop home of Kim Young-shik …

John Gruber / Daring Fireball:

Source: YC owns ~0.6% of OpenAI, which was seeded by a YC offshoot called YC Research in 2016; at OpenAI's current $852B valuation, the stake is worth $5B+ — Speaking of companies with valuable minority stakes in AI companies, there's one thing that stuck in my craw about the blockbuster …

Paula Doenecke / Bloomberg:

Nscale agrees to spend €695M on infrastructure in Portugal in an expansion of its Microsoft partnership, supplying 66K+ Nvidia Rubin GPUs from late 2027 — Nscale Global Holdings has agreed to spend €695 million ($812 million) on infrastructure in Portugal in an expansion of its partnership with Microsoft Corp.

Counterpoint Research:

In Q1, the iPhone 17 was the world's best-selling smartphone, with 6% of global sales; the iPhone 17 Pro Max and 17 Pro were 2nd and 3rd, and Galaxy A07 was 4th — Harshit Rastogi is Senior Analyst based out of Gurgaon, India. He closely tracks global handset market ecosystem and wearables.

Alice Speri / The Guardian:

Letter: UK-based Google DeepMind workers voted to unionize with the Communication Workers Union and Unite in April, representing 1K+ staff, amid the US DOD deal — Exclusive: Worker pointed to Iran war and Pentagon's Anthropic feud as indications the department is ‘not a responsible partner’

Semiconductor Industry Association:

Global chip sales hit $298.5B in Q1 2026, up 25% from Q4 2025, and March sales were up 79.2% YoY to $99.5B, driven by strong sales in Asia and the Americas — Worldwide chip sales in March increase 79.2% year-to-year, 11.5% month-to-month — The Semiconductor Industry Association (SIA) …

Kimberley Kao / Wall Street Journal:

Vodafone plans to take full ownership of its VodafoneThree joint venture with Hong Kong conglomerate CK Hutchison, which agrees to sell its 49% stake for £4.3B — The deal is expected to be completed in the second half of 2026 — Vodafone Group will take full ownership of its joint venture …

💧 TolariaTolaria is a desktop app for macOS, Windows, and Linux for managing markdown knowledge bases.

WalkthroughsYou can find some Loom walkthroughs below — they are short and to the point:Principles📑 Files-first — Your notes are plain markdown files.

— Your notes are plain markdown files.

🔬 Open source — Tolaria is free and open source.

Open source and local setupTolaria is open source and built with Tauri, React, and TypeScript.

Awesome Codex SkillsA curated list of practical Codex skills for automating workflows across the Codex CLI and API.

ContentsWhat Are Codex Skills?

Codex skills are modular instruction bundles that tell Codex how to execute a task the way you want it done.

unslop - External repo: CLI and MCP server that removes AI writing patterns from text: tricolons, em-dash overuse, hedging stacks, and sycophancy openers.

Join the CommunityJoin our Discord - Chat with other developers building Codex skills.

pip install maigret maigret YOUR_USERNAMENo install?

Cloud ShellsRun Maigret in the browser via cloud shells or Jupyter notebooks:Local installation (pip)# install from pypi pip3 install maigret # usage maigret usernameFrom source# or clone and install manually git clone https://github.com/soxoj/maigret && cd maigret # build and install pip3 install .

UsageExamples# make HTML, PDF, and Xmind8 reports maigret user --html maigret user --pdf maigret user --xmind # Output not compatible with xmind 2022+ # machine-readable exports maigret user --json ndjson # newline-delimited JSON (also: --json simple) maigret user --csv maigret user --txt maigret user --graph # interactive D3 graph (HTML) # se…

pip install cua# Requires Python 3.11 or later from cua import Sandbox , Image # Same API regardless of OS or runtime async with Sandbox .

linux ()) as sb : # or .macos() .windows() .android() result = await sb .

screenshot () await sb .

click ( 100 , 200 ) await sb .

) await sb .

ML InternAn ML intern that autonomously researches, writes, and ships good quality ML related code using the Hugging Face ecosystem — with deep access to docs, papers, datasets, and cloud compute.

Quick StartInstallationgit clone [email protected]:huggingface/ml-intern.git cd ml-intern uv sync uv tool install -e .That's it.

UsageInteractive mode (start a chat session):ml-internHeadless mode (single prompt, auto-approve):ml-intern " fine-tune llama on my dataset "Options:ml-intern --model anthropic/claude-opus-4-6 " your prompt " ml-intern --model openai/gpt-5.5 " your prompt " ml-intern --max-iterations 100 " your prompt " ml-intern --no-stream " your prompt "Supported GatewaysML Intern curren…

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

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

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Reload to refresh your session.

You switched accounts on another tab or window.

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

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

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Reload to refresh your session.

You switched accounts on another tab or window.

Support Sniffnet's development 💖Sniffnet is completely free, open-source software which needs lots of effort and time to develop and maintain.

If you appreciate Sniffnet, sponsor the project to support its growth.

Check out the Sniffnet Wiki, a comprehensive manual to help you thoroughly master the application from a basic setup to the most advanced functionalities.

TroubleshootingSee details Missing dependencies Most of the errors that may arise are likely due to your system missing dependencies required to correctly analyze a network adapter.

Check the required dependencies page for instructions on how to proceed depending on your operating system.

🚀 RAG-Anything: All-in-One RAG Framework🎉 News[2025.10]🎯📢 🚀 We have released the technical report of RAG-Anything.

func , model = "text-embedding-3-large" , api_key = api_key , base_url = base_url , ), ) # Initialize RAGAnything rag = RAGAnything ( config = config , llm_model_func = llm_model_func , vision_model_func = vision_model_func , embedding_func = embedding_func , ) # Process a document await rag .

func , model = "text-embedding-3-large" , api_key = api_key , base_url = base_url , ), ) ) await rag .

func , model = "text-embedding-3-large" , api_key = api_key , base_url = base_url , ), ) ) # Initialize storage (this will load existing data if available) await lightrag_instance .

llm_…

Agent Skills For Real EngineersMy agent skills that I use every day to do real engineering - not vibe coding.

to-prd — Turn the current conversation context into a PRD and submit it as a GitHub issue.

npx skills@latest add mattpocock/skills/triage-issueimprove-codebase-architecture — Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/ .

npx skills@latest add mattpocock/skills/scaffold-exercisesTooling & Setupsetup-pre-commit — Set up Husky pre-commit hooks with lint-staged, Prettier, type checking, and tests.

npx skills@latest add mattpocock/skills/setup-pre-commitgit-guardrails-claude-code — Set up Claude Code hooks to bl…

# Build from source (Linux + X11 required) git clone https://github.com/Fincept-Corporation/FinceptTerminal.git cd FinceptTerminal docker build -t fincept-terminal .

macOS: Qt Online Installer → Qt 6.8.3 > macOS (install path: ~/Qt/6.8.3/macos )Build (using CMake presets — recommended)git clone https://github.com/Fincept-Corporation/FinceptTerminal.git cd FinceptTerminal/fincept-qtStep 1 — Configure (one-time, or after CMakeLists.txt changes):cmake -- preset win - release # Windows (PowerShell) cmake -- preset linux - release # Linux cmake -- preset macos - release # macOSStep 2 — Compile (run this for every code change):cmake -- build -- preset win - release # Windows cmake -- build -- pre…

Open Generative AI — Uncensored Open-Source Alternative to Higgsfield AI, Freepik AI, Krea AI, Openart AIThe free, open-source, unrestricted alternative to Higgsfield AI, Freepik, Krea, Openart AI.

Why Open Generative AI instead of Higgsfield AI, Freepik, Krea AI, Openart AI?

Video models (Wan 2.2, Hunyuan, LTX) and large image models (Flux, Qwen-Image).

The Wan2GP models become available — image models in Image Studio, video models reachable via the same generation API (Image Studio rejects video output explicitly; full Video Studio wiring is on the roadmap).

Model Type Notes Flux.1 Dev Image 1024px, 28 steps Qwen Image Image 1024px, 30 steps Wan 2.2 (T2V / I2V) Video Slow on consumer GPUs…

Feature Description 🐍 Python 3.10+ All Python 2 code removed, modern syntax throughout 🖥 OS-aware menus Linux-only tools hidden automatically on macOS 📦 185+ tools 35 new modern tools added across 6 categories 🔍 Search Type / to search all tools by name, description, or keyword 🏷 Tag filter Type t to filter by 19 tags — osint, web, c2, cloud, mobile... 💡 Recommend Type r — "I want to scan a network" → shows relevant tools ✅ Install status ✔/✘ shown next to every tool — know what's ready ⚡ Install all Option 97 in any category — batch install at once 🔄 Smart update Each tool has Update — auto-detects git pull / pip upgrade / go install 📂 Open folder Jump into any tool's directory for manual …

ArcKit - Enterprise Architecture Governance ToolkitBuild better enterprise architecture through structured governance, vendor procurement, and design review workflows.

GitHub Copilot (VS Code):# Create a new architecture governance project arckit init payment-modernization --ai copilot # Or initialize in current directory arckit init .

--ai copilotOpenCode CLI:# Create a new architecture governance project arckit init payment-modernization --ai opencode # Or initialize in current directory arckit init .

--ai opencodeCodex CLI:# Create a new architecture governance project arckit init payment-modernization --ai codex # Minimal install (skip docs and guides) arckit init payment-modernization …

Currently, we are targeting enterprise customers that want to deploy it on-prem.

Thunderbolt is under active development, currently undergoing a security audit, and preparing for enterprise production readiness.

Development : The development guide will help you get started.

All participants in the Thunderbolt community agree to follow these guidelines and Mozilla's Community Participation Guidelines.

Please do not file public GitHub issues for security vulnerabilities.

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Methodology & DatasetsWe study how LLMs distort meaning in our written language in three datasets.

Human User Study: To understand how humans use LLMs while writing, we conduct a human user study, with 55 users enabled to use the LLM and 45 without access to the LLM.

ArgRewrite-v2: Using a dataset of 86 human-written essays collected in 2021 — before the widespread release of LLMs — we prompted three production LLMs (gpt-5-mini, gemini-2.5-flash, claude-haiku) to edit essays across five revision types: general revision, minimal edits, grammar edits, completion, and expansion.

ICLR 2026 Review Analysis: We analyze 18k peer reviews from ICLR 2026, selecting papers with one entirely human-writ…

Clicking on parts of the input field doesn’t bring it into focus even though the hover state promises it.

(Discrepancies between hover and focus handling are a horrible new thing I’m starting to see more in recent interfaces.)

Simply backspacing through the field shows a crude error modal and – to add a second injury to the first injury – the dialog removes focus from the field!

Tabbing now goes through “Pixels” menu on the way from Width to Height, making it harder to type width → press Tab → type height → press Enter, in a nice quick keyboard gesture.

Clicking on the “relative” checkbox or canvas extension color does not restore focus to last control like it used to.

The Physics of Humanoid Motion A Complete Engineering Reference for Actuators in Bipedal Robots"A humanoid robot takes roughly 5,000 steps per hour.

Every humanoid robot is, at its core, a thermal management system that happens to walk.

"A humanoid robot is a real-time physics simulator running on the edge of instability.

Design Requirements for a Humanoid Joint Actuator If we distill the lessons from the previous ten sections into a single "Request for Proposal" for a humanoid actuator, what does it look like?

Humanoid actuators must strip away every gram of unnecessary housing, use frameless motors integrated directly with the gearbox, and optimise every component for the mass budget.

pyinfra turns Python code into shell commands and runs them on your servers.

Execute ad-hoc commands and write declarative operations.

Design features include:🚀 Super fast execution over thousands of hosts with predictable performance.

By combining inventory, operations and Python code you can deploy anything.

See how to use inventory & data, global arguments and the CLI or check out the documented examples.

via the How-To Geek https://ift.tt/UwSjBv9

The Cookie That Came In From the ColdLet us take a moment to reflect on Noir, Oreo, and the quiet dignity of getting it rightThe Oreo was born in 1912.

The license expired, and Mondelez moved production of the Oreos it sells in Japan to China, exporting them to Japanese wholesalers and retailers.

Yamazaki Biscuits launched Noir in December 2017 as the successor nobody had officially asked for and everybody apparently wanted.

More Than Meets The EyeThe Noir wafer is embossed with the words NOIR alongside motifs of cherry blossoms and laurel.

NOIR cookies rock my world.”There is so much happening on the surface of the Noir cookie that it takes a short lesson in Japanese culture to grasp it al…

Fe₂O₃, the application layer in Rust, sitting on a small shared TUI library called crust.

The vim lineLet me get a bit sentimental about vim, because vim was the one I thought I’d never replace.

I don’t think this is a story about AI or about Rust specifically.

What I want to do is show one specific thing: it is now genuinely feasible to make a desktop computing environment that fits one person.

You probably won’t replace your whole desktop.

deepclaudeUse Claude Code's autonomous agent loop with DeepSeek V4 Pro, OpenRouter, or any Anthropic-compatible backend.

In Claude Code terminal:In Claude Code VS Code extension:How it worksThe proxy runs on localhost:3200 and intercepts all API calls.

anthropic.md :Switch the model proxy back to Anthropic.

openrouter.md :Switch the model proxy to OpenRouter.

Then type /deepseek , /anthropic , or /openrouter in any Claude Code session to switch instantly.

The State of MicroVM Isolation in 2026 Your Container Is Not a Sandbox The microVM ecosystem was battle-tested long before agentic AI created the demand.

Container vs. MicroVM Isolation Container Host Kernel shared Namespaces ns Cgroups v2 cgroup Seccomp-bpf filter Your Code pid 1 MicroVM Host Kernel + KVM hw VMM (userspace) hw Guest Kernel isolated Container Runtime optional Your Code pid 1 Hover over any layer to see what it actually does.

After Firecracker came Cloud Hypervisor, libkrun, Dragonball Sandbox, and others.

Vercel Sandbox Firecracker Firecracker microVMs on Amazon Linux 2023.

Your container is not a sandbox because it was never designed to be one.

“I think we will be there in three to six months, where AI is writing 90% of the code.

And then, in 12 months, we may be in a world where AI is writing essentially all of the code,” Amodei said at a Council of Foreign Relations event on Monday.

I’d marked this one on my claim chowder calendar a year ago, suspecting it would make for a laugh today.

It may well be true that 90 percent of the lines of programming code that are written today, Friday 13 March 2026, will have been generated by AI.

But there might be 10× more code generated by AI than is written by people today.

If Bun breaks, Claude Code breaks.

If Anthropic was building the future of coding tools, and Bun was the runtime underneath those tools, maybe Bun had found the best possible home.

I was always a little worried about how Bun was going to become a sustainable business given it was VC funded.

Not because the Bun team stopped caring.

So for my projects that are currently using Bun, I am moving away from Bun and using pnpm.

One issue I run into a lot in my frontend JS projects is that I don’t know how to write tests for them.

So a way to do frontend testing that I like has been on my wishlist for a long time.

I loved this post at the time, but it only talked about unit testing and I wanted to write end-to-end integration tests for my Vue components, and I didn’t know how to do that.

The first thing I needed to do was get my Vue components set up in the test environment.

So I wrote ~25 lines of SQL to set up some test data in my database, and added an endpoint to my dev server to run the SQL to reset the test data to a known state.

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…

A Senior Engineer losing their coding edge and becoming "rusty" over time as they move into managerial roles and practice coding less is not a new phenomenon.

This is the contradiction that has many AI boosters talking out of both sides of their mouths: The use of coding agents is actively diminishing the very skills needed to effectively manage the coding agents.

If your entire team is using agentic coding as the default, your expense account will need to remain highly nimble.

What I am advocating for, though, is leveraging LLMs and coding agents as secondary processes.

Despite the countless failed attempts at trying to democratize coding while not understanding coding, we're faced with th…

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

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

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

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

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

Changelog News!

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

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

Server ErrorOops!

Looks like the server had a hiccup.

Try reloading the page to see if the issue has cleared up.

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.

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

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

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

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

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

Check out the speedrun to get started in minutes.

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.

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.

The study, by lead author Longju Bai of Michigan and collaborators at Stanford University, All Hands AI, Google's DeepMind unit, Microsoft, and MIT, titled "How Do AI Agents Spend Your Money?

Analyzing and Predicting Token Consumption in Agentic Coding Tasks," is, according to the authors, "the first systematic study on AI Agent token consumption."

Also: AI agents are fast, loose, and out of control, MIT study findsA token is the fundamental unit of information processed by an AI model.

As a result, there is a "dramatically higher input/output ratio" for agentic AI than for single-prompt or multi-prompt AI sessions with a bot.

It's not a situation, however, that can lead to stable, steady u…

These options are built into your Android phone; all you have to do is unlock them.

There are actually three options to change: Window animation scale, Transition animation scale, and Animation duration scale.

Here's what those options do:Also: How to easily encrypt your files on an Android phone - for freeWindow animation scale: Controls the speed of pop-up windows, menus, and dialogs opening.

Transition animation scale: Manages the animation speed when switching between screens or apps.

Also: How I share audio from my Android phone to multiple earbuds (and why it's a big deal)Again, this is found in Developer Options.

My colleague, Allison Murray, owns the Eyeris 1 massager and finds it helpful for her headaches and migraines.

I entered the experience with an open mind, but I'll admit I wasn't expecting to find much use for an eye massager, let alone that it would make a noticeable difference.

Kayla Solino/ZDNETThe Eyeris 2 is the upgraded massager from Renpho's Eyeris 1, but the concept is the same.

If you're unsure if an eye massager is safe for you, I recommend speaking with your optometrist or ophthalmologist before use.

I personally have enjoyed using this eye massager and find it helps with headaches, tired and swollen eyes, and more.

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.

The Samsung Galaxy S26 is an excellent edition of the brand's flagship smartphone, offering extended battery life and improved performance over its predecessor.

And with a durable aluminum frame, the Galaxy S26 is protected against drops, shocks, and bumps.

In our testing, the Galaxy S26 offered many of the same premium features as the Plus and Ultra models without the price tag to match.

Also: Samsung Galaxy S26 reviewThe Samsung Galaxy Watch 8 blends communications and health tracking into a single device so you can stay connected even if your phone isn't handy, train for events, or get a jumpstart on your health journey.

Don't miss this bundle deal for a Samsung Galaxy S26 phone, Samsung…

IT teams and Managed Service Providers are under pressure to deliver faster service in an increasingly complex threat landscape. They can no longer do without integrated, AI-driven systems.

Eventually, it became obvious that Apple Maps was my backup maps app, the one I'd accidentally open instead of Google Maps.

Is Google Maps or Apple Maps better?

Navigation with intelligent routing Winner: Google Maps, for defaulting to the best, fastest route Apple Maps is genuinely good at turn-by-turn navigation now.

Also: I found a free Google Maps alternative that doesn't track me But Apple Maps now supports offline maps, too.

Show moreElyse Betters Picaro / ZDNETInterface and design Winner: Google Maps, for its rich discovery options Apple Maps is the cleaner app, by far.

That's why I found the new Finder Pro tags from Ugreen so impressive.

The Finder Pro tags are standard keychain-style tags, but instead of the circular shape most manufacturers use, these are square, measuring 1.25 x 1.25 x 0.6 inches.

The battery has an estimated runtime of a year, so you won't be using the USB-C port very often.

Compatibility and rangeLike many third-party tags, the Finder Pro works with both the Apple Find My and Google Find My Device networks.

Adrian Kingsley-Hughes/ZDNETZDNET's buying adviceThe Ugreen Finder Pro tags are durable, loud, and feature-packed, making them some of the best third-party alternatives to the Apple AirTag that I've tested.

Krutrim's pivot to cloud after layoffs and limited product updates reflects the economic challenges of building AI models in India.

Amazon will buy a new type of HVAC system for its commercial buildings to slash energy use.

The restructuring is aimed at addressing market volatility and increasing the use of AI tools to improve efficiency.

The startup has put a spin on repurposing EV batteries, CEO Edward Chiang told TechCrunch.

The Nvidia CEO seems to feel that claims of AI's job-killing potential have been greatly exaggerated.

Enhanced geothermal startup Fervo Energy’s IPO could value the company at up to $6.5 billion.

"The Associated Press is reporting on a new study in Nature Astronomy suggesting that a tiny, icy world beyond Pluto harbors a thin, delicate atmosphere that may have been created by volcanic eruptions or a comet strike," writes longtime Slashdot reader fahrbot-bot. From the report: Just 300 miles (500 kilometers) or so across, this mini Pluto is thought to be the solar system's smallest object yet with a clearly detected global atmosphere bound by gravity, said lead researcher Ko Arimatsu of the National Astronomical Observatory of Japan. This so-called minor planet -- formally known as (612533) 2002 XV93 -- is considered a plutino, circling the sun twice in the time it takes Neptune to co…

OpenAI president Greg Brockman's testimony dominated the fifth day of the trial for Elon Musk's lawsuit against the AI company. Brockman took the witness stand on Monday, disclosing that his stake in OpenAI is worth nearly $30 billion, despite not personally investing money in OpenAI. The judge also declined to admit a pretrial text in which Musk allegedly warned Brockman that he and Altman would become "the most hated men in America." From a report: Brockman's disclosure would put him on the Forbes list of the world's richest people, with wealth comparable to Melinda French Gates. [...] Late Sunday, OpenAI lawyers tried to admit as evidence a text message Musk sent to Brockman two days bef…

The Trump administration is reportedly considering an executive order to create a working group that could review advanced AI models before public release. The shift follows concerns over Anthropic's powerful Mythos model and its cyber capabilities, with officials weighing whether the government should get early access to frontier models without necessarily blocking their release. The New York Times reports: In meetings last week, White House officials told executives from Anthropic, Google and OpenAI about some of those plans, people briefed on the conversations said. The working group is likely to consider a number of oversight approaches, officials said. But a review process could be sim…

An anonymous reader quotes a report from 404 Media: A new, bipartisan bill introduced (PDF) by Democratic Senator of California Adam Schiff and endorsed by the biggest AI developers in the world -- including OpenAI, Google, and Microsoft -- would change the K-12 curriculum to shoehorn in "AI literacy," something that young people and teachers alike already hate in schools. The Literacy in Future Technologies Artificial Intelligence, or LIFT AI Act, would empower the new director of the National Science Foundation (NSF) to make grant awards "on a merit-reviewed, competitive basis to institutions of higher education or nonprofit organizations (or a consortium thereof) to support research acti…

Google's Pixel 11 lineup could see RAM cuts or lower starting configurations because of the global memory shortage, with leaks suggesting the base model may drop from 12GB to 8GB while Pro models could add 12GB versions below the current 16GB tier. The Verge reports: There will be 16GB configurations available for each, but adding a lower-spec model could mean the 16GB version is getting a price hike. However, the silver lining is that the specs from MysticLeaks also include camera upgrades and brighter displays for the Pro models. The RAM shortage is pushing other phone makers, including Samsung, to raise prices, too. Read more of this story at Slashdot.

AMD is preparing expanded HDMI 2.1 support for Linux, following earlier delays after the HDMI Forum rejected an open source implementation of HDMI 2.1 as proprietary technology. As GamingOnLinux reports, AMD developer Harry Wentland submitted a patch series to the Linux kernel mailing list, noting that it brings "HDMI FRL support to the amdgpu display driver" and that "DSC is still being tested and will be sent out later." A forum post on Phoronix from an AMD driver developer also said "a full implementation will ultimately be available once the patches are ready and have completed compliance testing." Read more of this story at Slashdot.

An anonymous reader quotes a report from Bloomberg's Ashley Carman: Welcome to the modern era of podcasting in which thousands of new shows are released into the world every day with a sizable portion likely being AI-generated. Figuring out exactly which ones fall into that growing category is becoming more difficult just as the industry is starting to take this issue seriously. In only the past month or so, Amazon launched a feature that explains a product by generating a quasi-podcast, complete with co-hosts talking to each other and taking questions from users. Shout out to Business Insider reporter Katie Notopoulos for spotting this (and, naturally, demoing it with an adult diaper rash-…

Anthropic is reportedly nearing a roughly $1.5 billion joint venture with Blackstone, Goldman Sachs, Hellman & Friedman, and other Wall Street firms to sell AI tools to private-equity-backed companies. "The investors aim to create a company that acts as a consulting arm for Anthropic and helps teach businesses -- including the private-equity firms' portfolio companies -- how to incorporate AI across their operations," reports the Wall Street Journal. Anthropic, Blackstone, and Hellman & Friedman would each invest about $300 million, while Goldman would contribute around $150 million. Read more of this story at Slashdot.

GameStop has made an unsolicited $56 billion cash-and-stock offer to buy eBay (paywalled; alternative source), with CEO Ryan Cohen arguing he can turn the marketplace into a far larger Amazon competitor. "EBay should be worth -- and will be worth -- a lot more money," Cohen said in an interview. "I'm thinking about turning eBay into something worth hundreds of billions of dollars." The Wall Street Journal reports: Cohen said GameStop has a commitment letter from TD Bank to provide up to $20 billion in debt financing to help make a deal possible. GameStop delivered an offer letter to eBay on Sunday and released a copy of it following the Journal's report on the details of the bid. Cohen wrot…

Astronomers have identified 27 potential new circumbinary planets -- worlds that orbit two stars, like Star Wars' Tatooine. "To date, only about 18 circumbinary planets ... had been identified in the universe," reports the Guardian. "More than 6,000 planets have been discovered that orbit single stars, like Earth does around the sun." The Guardian reports: In a timely publication for May 4, also known as Star Wars Day, scientists have identified nearly 30 more candidate planets, whose distances range from 650 to 18,000 light years away from Earth. [...] More than half of the stars in the universe exist in binary or multiple star systems. The researchers instead used a method known as "apsid…

An anonymous reader quotes a report from Ars Technica: In a makeshift demonstration kitchen in Concord, California, cooking oil splatters in and around a frying pan, which catches fire on an unattended gas stove. Within moments, a smoke detector wails. But in this demonstration, something less common happens: An AI-driven sensor activates and wall emitters blast infrasound waves toward the source of the fire in an attempt to put it out. The science of acoustic fire suppression, which has long been known and documented in scientific literature and the press, works by vibrating oxygen molecules away from a fuel source, depriving the fire of a critical component needed for combustion. Indeed, …

The Independent reports that "more than a third of children in the UK have found a way around age verification measures" for social media sites and other online platforms. And new research from online safety organisation Internet Matters "suggests one in six parents have helped their child to get past age verification checks, with children reporting 'tricking' platforms into thinking they are older. " Parents also said they had caught their children drawing on facial hair in a bid to evade the technology. One mother said: "I did catch my son using an eyebrow pencil to draw a moustache on his face, and it verified him as 15 years old"... From a sample of 1,000 UK children, 46% said they beli…

One of the hard parts of moving from school to “the real world” is adjusting

to all the ways that school is artificial. It’s different from the real

world.I’ve been thinking about this because of questions I see young learners

commonly asking. Too often the questions are meaningless in the real world, and

even if you could get answers, the answers would use useless.How long does it take to learn Python? In school, learning is divided

into discrete labelled chunks. A class called “Beginning Python” might last four

months. Everyone in the class will be taught the same things at the same pace.

The objectives are laid out by the teacher, and at the end you will get a

grade.Outside of school, le…

Tim Cook had an extraordinary run — and impeccable timing, both in terms of when he became CEO, and when he is stepping down.

Еще новинки самого лучшего в мире менеджера рецептов

Как вы помните (не помните, конечно), я делаю самый удобный и продвинутый менеджер рецептов — recipe-scaler.ru.

С момента прошлого поста прошла неделя. За это время я в фоне поделал еще пару классных штук. 1. Список покупок

Сейчас можно и список покупок вести в общей приложухе. Синхронизация, оффлайн — все будет работать как привычно. Можно пошарить ссылкой или текстом для месенджера. Можно весь рецепт отправить в покупки.

Ну не кайф ли? Плюс одно приложение внутри приложения. 2. Расширение для Хрома

Телеграм у некоторых не работает, чтобы можно было сохранить рецепт я сделал расширение. Жмакаете, и рецепт отправляет в приложение.

Recipe …

Does Aggregation Theory survive in a world of constrained compute? Yes, insomuch as controlling demand will give power over supply.

I wrote a Sphinx extension to eliminate excessive links:

linklint. It started as a linter to check and modify

.rst files, but it grew into a Sphinx extension that works without changing the

source files.It all started with a topic in the discussion forums: Should

not underline links, which argued that the underlining was distracting from

the text. Of course we did not remove underlines, they are important for

accessibility and for seeing that there are links at all.But I agreed that there were places in the docs that had too many links. In

particular, there are two kinds of link that are excessive:

Links within a section to the same section. These arise naturally when

describing a function …

Рассказываю о новинках самого лучшего в мире менеджера рецептов

Как вы помните (не помните, конечно), я делаю самый удобный и продвинутый менеджер рецептов — recipe-scaler.ru.

С момента прошлого поста прошло два месяца. За это время я в фоне поделал еще немного разных штук. 1. Раздел Discovery

Можно почитать чужие рецепты. Пока рецепты людей, но потом будут еще и коллекции, ищу где можно найти рецептов так, чтобы не нарушить сразу 100 миллионов авторских прав 2. Универсальный импорт

Импорт сильно прокачался. Сейчас можно импортировать что угодно: много рецептов за раз, много ссылок, рецепты из произвольного текста или файла произвольного формата. Можно даже импортировать рецепты из фотограф…

Рассуждаю, что важно учесть при разработке сложного софтверного продукта сейчас, чтобы он остался актуальным через год или два

Мир софта меняется и скоро поменяется совсем. Да, я про ИИ и ЛЛМ в частности. Многие компании не пережили прошлую мобильную революцию (вспомните про нокию). Я размышляю как нам пережить эту. Поэтому, я хочу поразмышлять, что значит «ии-нативные продукты».

Я говорю не про конкретные ии-фичи, не про пресловутого бота, который отвечает мимо и невпопад, а скорее про общее ощущение от продуктов. Я говорю про по сути набор нефункциональных требований, касающихся ИИ, которые могут быть применимы ко всем нашим продуктам. Как сделать продукт, который: будет актуальным в сред…

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…

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From screen to polished video in minutes 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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profitize, a South Tyrolean startup offering an AI-powered financial planning and analysis platform for the hospitality industry, has closed a €1.4 million Seed funding round to expand its technology and enter new European markets.

“The hospitality industry works with enormous volumes of data, but often without the means to turn that data into informed decisions.

Headquartered in Bolzano, South Tyrol (Italy), profitize was founded in 2024 by Simon Falkensteiner and Michael Gorfer.

The platform integrates financial data from PMS, POS, accounting, HR, banking, and energy providers into a single interface.

Labour costs are rising, energy prices remain elevated, and there is less room for furth…

“Quantum computing is transitioning from a research-driven technology to an industrially usable infrastructure.

According to the company, for more than 20 years, researchers have been trying to develop scalable quantum computers that take advantage of quantum effects.

Thereby providing a path toward scalable quantum computers.

“Quantum computing is entering a crucial phase of industrialisation.

It employs more than 100 people and partners with leading European research and computing centres to advance the industrial use of quantum computing.

Elastics, a Warsaw-based startup building AI agents for prediction markets, has raised €1.7 million (€2 million) in oversubscribed pre-Seed funding to hire AI and quantitative talent in Poland. The funding round was led by French VC Frst, with participation from angels including Mati Staniszewski (co-founder and CEO of ElevenLabs), Piotr Dabkowski co-founder and CTO of […]

The post Warsaw-based Elastics raises €1.7 million to build AI agents for prediction markets appeared first on EU-Startups.

Barocal, a Cambridge University spin-out commercialising efficient, refrigerant-gas-free cooling and heating technology, has raised a €8.5 million ($10 million) Seed round to accelerate development and scale its engineering team ahead of commercial deployment. Investors in the round included World Fund, Breakthrough Energy Discovery, Cambridge Enterprise Ventures and IP Group. The team will use the new […]

The post Cambridge spin-out Barocal raises €8.5 million Seed round for refrigerant-free heating and cooling tech appeared first on EU-Startups.

Dutch defence technology company Intelic has launched Intelic BASE, a new procurement hub designed to help Ministries of Defence across Europe identify, compare, and deploy European unmanned systems more quickly. The platform aims to strengthen European defence sovereignty by giving governments clearer access to mission-ready drones and other unmanned technologies from across the continent. At […]

The post Europe to strengthen drone sovereignty as Intelic launches unmanned systems procurement hub appeared first on EU-Startups.

Ekiden, a Lisbon-based startup building blockchain-based trading infrastructure for professional and institutional users, has closed a €1.7 million ($2 million) Seed round at a €17 million ($20 million) valuation. The round included investors associated with GSR, Pyth, Aptos, LayerZero, Cube Exchange, Avail, and Chorus One, alongside Unicorn Factory Ventures and P2 Ventures. Vitali Dervoed, founder […]

The post Ekiden raises €1.7 million at €17 million valuation for blockchain-based trading platform out of Portugal appeared first on EU-Startups.

A-Cube, a Milan startup specialising in automated digital tax compliance, has secured a €4 million investment round to support product expansion, developing solutions adjacent to digital tax reporting, and integrate AI models into its platform. The funding was led by P101 SGR, with participation from Sella Direct Ventures. “Global taxation is undergoing a radical shift, […]

The post A-Cube lands €4 million to support e-invoicing and real-time tax reporting expansion from Italy appeared first on EU-Startups.

Trentino-based Smartness announced the closing of a €47 million Series B round, including primary and secondary equity as well as a debt component, in the largest round ever completed in Italy for a vertical SaaS company. The round was led by United Ventures and CDP Venture Capital, with participation from existing investor Partech, which also […]

The post Italian TravelTech startup Smartness closes €47 million Series B for European expansion appeared first on EU-Startups.

VNYX, an Amsterdam-based FashionTech startup that aims to make fashion resale more scalable and more profitable than dumping, has secured over €1M in total funding. The funding includes strategic investment and government grants, and marks the startup’s transition to a post-revenue, client-focused phase. “We have proven that fashion resale isn’t only the right thing to […]

The post Amsterdam’s VNYX secures over €1 million to make fashion resale more profitable than dumping and burning appeared first on EU-Startups.

Decameal, a Grindsted-based FoodTech company developing a patent-pending process to convert invasive shore crabs into sustainable protein and lipid ingredients for the feed industry, has raised a Seed round of funding. The round was raised from Delphinus Venture Capital and Rockstart, alongside strategic co-investor Aller Aqua. The amount has not been disclosed. “The waste of […]

The post Denmark’s Decameal raises Seed funding to turn invasive shore crabs into sustainable feed ingredients appeared first on EU-Startups.

Five months after launching its first beta version, Vienna-based AI canvas for architects, Synaps, has announced its €3.06 million ($3.6 million) pre-Seed investment round from US-based Plug and Play and Fil Rouge, among others. This beta debut took place in November 2025 in Tirana, and the official launch of the first full product will take […]

The post “If Figma and Lovable had a child that became an architect”: Synaps raises €3.06 million to rival AutoCAD appeared first on EU-Startups.

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (Apr. 27 – May 01) appeared first on EU-Startups.

Quantum Machines (QM), a provider of hybrid quantum-classical control solutions, today announced the acquisition of Dutch company QHarbor and the opening of a new office in Delft, the Netherlands.

Quantum Machines develops the hardware and software systems that power QM’s Orchestration Platform, a comprehensive solution for real-time control of quantum processors.

The addition of the QHarbor team reflects Quantum Machines’ focus on building a strong presence in Delft by attracting top local talent and by working closely with the broader quantum community.

This expansion builds on Quantum Machines’ growing presence in Europe, with existing operations in Denmark, Germany and France.

Together …

Legal technology startup Moritz has raised $9 million in an oversubscribed funding round following participation in Y Combinator.

The round was backed by investors including 20VC, Urban Innovation Fund, and Inception, alongside a group of 20 unicorn founders.

Founded by Pamir Ehsas and Stefan Mandaric, the company aims to address inefficiencies in legal services.

Moritz combines artificial intelligence with a network of experienced lawyers to deliver commercial legal services more efficiently.

He added that the company’s long-term goal is to make high-quality legal services widely accessible within minutes, describing the current stage as only the beginning of a broader strategy.

Espoo-based deeptech startup Reduciner has raised €3.6 million in a funding round to commercialise its carbon conversion technology.

The round includes equity investment from Voima Ventures, Lifeline Ventures, and the Mikko Kodisoja Foundation.

In addition, VTT Technical Research Centre of Finland has contributed the underlying technology and intellectual property as an in-kind investment.

Reduciner is commercialising a high-temperature thermochemical process that converts captured carbon dioxide into carbon monoxide using renewable electricity and biogenic carbon.

The resulting carbon monoxide can be used directly in existing industrial systems, enabling companies to reduce emissions witho…

German deeptech company eleQtron has raised €57 million in a Series A funding round to accelerate the industrial scaling of its trapped-ion quantum computing technology.

The funding package also includes grants from the European Union and the state of North Rhine-Westphalia.

Quantum computing is transitioning from a research-driven technology to an industrially usable infrastructure.

With this funding, we are accelerating that shift and developing systems designed to address real-world industrial challenges,said Jan HenrikLeisse, CEO and co-founder of eleQtron.

With more than 100 employees and partnerships with leading European research and computing centres, the company is positioning itse…

Sweden-based mobility app Detecht has secured €395,000 (SEK 4.5 million) in funding to support its international expansion and further development of its technology.

The investment includes backing from Chalmers Ventures, alongside existing shareholders.

Detecht has developed a solution that combines crash detection, navigation, and social features for motorcycle riders.

Niklas Ohlsson, CEO and co-founder of Detecht, said that continued support from existing investors and Chalmers Ventures reflects confidence in the company’s growth trajectory.

Today, we are one of the world's largest motorcycle apps where safety, navigation, and community are integrated into a single platform.

Quantum Machines (QM), a provider of hybrid quantum-classical control solutions, today announced the acquisition of Dutch company QHarbor and the opening of a new office in Delft, the Netherlands.

Quantum Machines develops the hardware and software systems that power QM’s Orchestration Platform, a comprehensive solution for real-time control of quantum processors.

The addition of the QHarbor team reflects Quantum Machines’ focus on building a strong presence in Delft by attracting top local talent and by working closely with the broader quantum community.

This expansion builds on Quantum Machines’ growing presence in Europe, with existing operations in Denmark, Germany and France.

Together …

Glasgow-based life sciences company EnteroBiotix has secured £19 million in funding to support the advancement of its microbiome-based therapies, including a large-scale clinical trial targeting irritable bowel syndrome (IBS).

Founded in 2017 by Dr James McIlroy, EnteroBiotix develops microbiome-based therapeutics designed to address underlying disease biology.

The newly raised capital will primarily support a Phase 2b clinical trial of EBX-102-02, the company’s lead candidate for IBS.

Our clinical data indicates that EBX-102-02 has the potential to deliver meaningful outcomes for patients with IBS.

The funding will also be used to advance EnteroBiotix’s broader clinical pipeline, scale man…

France-based Nabu has raised €3 million in funding to accelerate its expansion across Europe and strengthen its position in digital customs clearance.

Founded in 2022 and operating between Paris and Strasbourg, Nabu provides a platform that automates customs formalities for freight forwarders, customs brokers, and international trade companies.

As international trade becomes increasingly complex, driven by shifting geopolitical dynamics and evolving regulations, the need for efficient customs processes is growing.

According to the company, declarations can be handled significantly faster and with fewer errors, allowing teams to focus on higher-value tasks.

The company also plans to further …

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, […]