Writing about layoffs and the tech market has been on my TODO for several years.

AI is Just a ScapegoatTech job market is fundamentally broken and we all pointing fingers at AI.

Truth to be told tech market hasn’t truly ‘improved’ since the 2008 financial crisis.

As a result, tech companies stopped building for sustainability and started building for exponential expansion.

The “Disposable”Big Tech companies (think Google, Meta, or any hyper-growth SaaS) operate on a two-tier system:1.

Even if you're already taking Vitamin D & Omega-3, you may still not be taking enough.

Table of Contents:A crash course in "effect sizes" ↪Interpreting effect sizes on depression ↪Antidepressants ↪Omega-3 ↪Vitamin D ↪Conclusion: All this time, you lacked the Vitamin?

(effect size: –0.776)(Note — when reading about effect sizes, always remember: effect of what, on what, at what dose, for which group, relative to what?

Though, you probably are lacking Vitamin D: Liu et al 2018 finds that a bit under half of all adults (41.4%) have Vitamin D Insufficiency.

Then, every day:Take ~5000 IU of Vitamin D ⚠️ be cautious if you have kidney stones, or are on medications that could interact with Vitamin…

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Analysis by Jaime Sevilla, Exponential View’s Hannah Petrovic, and Anson HoAre AI models profitable?

So if AI models are already covering their own costs, that would paint a healthy financial outlook for AI companies.

And even if they’re right, we don’t know just how profitable models are.

This includes all of OpenAI’s offerings available during GPT-5’s lifetime as the flagship model — GPT-5 and GPT-5.1, GPT-4o, ChatGPT, the API, and so on.

But so far we’ve only seen half the story — we still need to account for R&D costs, which we’ll turn to now.

The patterns we've seen that actually create content advantage:Internal data nobody else has.

This is oddly hard for AI to generate convincingly because it requires having actually tried things.

The uncomfortable truth If your competitive advantage is "we write good content," you don't have a competitive advantage.

The Tools QuestionSomeone will ask: if AI tools aren't the moat, why use them?

We're not against AI tools.

Applications Europe’s next-generation weather satellite sends back first images 27/01/2026 9718 views 43 likesThe first images from the Meteosat Third Generation-Sounder satellite have been shared at the European Space Conference in Brussels, showing how the mission will provide data on temperature and humidity, for more accurate weather forecasting over Europe and northern Africa.

In the ‘temperature’ image (below), the Infrared Sounder used a long-wave infrared channel, which measured Earth’s surface temperature as well as the temperature at the top of clouds.

Global surface and cloud-top temperatures by MTG-Sounder The ‘humidity’ image (below) was captured using the Infrared Sounder’s me…

While it looks like something you’d find on some forgotten warehouse shelf, the Triadex Muse is an important piece of electronic music history.

Playing Music Through Binary LogicThe beauty of the Triadex Muse is in its simplicity.

You might think that the Triadex Muse is like a modern step sequencer or drum machine.

Though you might want to if you once owned the Triadex Muse and look up how much they’re currently going for—$$$.

A Predecessor to Modern Generative MusicThe Triadex Muse is a dead-end in the history of electronic music.

So let me start with a question that's been nagging at me: why do RSS readers look like email clients?

If you've used almost any RSS reader in the past two decades, you know this layout intimately.

In 2002 he released NetNewsWire, the app that established the template nearly every RSS reader still follows today."

NetNewsWire Lite 1.0 was released in 2002, and it was the first RSS reader to resemble an email app. "

" But every new RSS reader ought to consider not being yet another three-paned-aggregator.

Azure LinuxAzure Linux is an internal Linux distribution for Microsoft’s cloud infrastructure and edge products and services.

Azure Linux is being shared publicly as part of Microsoft’s commitment to Open Source and to contribute back to the Linux community.

Azure Linux does not change our approach or commitment to any existing third-party Linux distribution offerings.

ISOTo try Azure Linux Download the ISO here: Azure Linux 3.0 x86_64 ISO / Azure Linux 3.0 aarch64 ISOBefore using a downloaded ISO, verify the checksum and signature of the image.

We are starting a public community call for Azure Linux users to get together and discuss new features, provide feedback, and learn more about how …

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Personal Intelligence: A more personal, proactive ChromePeople have found it helpful to have Personal Intelligence in the Gemini app, and in the coming months we’ll bring it to Chrome.

With Personal Intelligence, you’re always in control.

Personal Intelligence in Chrome transforms the browsing experience from a general purpose tool into a trusted partner that understands you and provides relevant, proactive and context-aware assistance.

Save time by letting Chrome auto browse handle the work for youFor years, Chrome autofill has handled the small stuff, like automatically entering your address or credit card, to help you finish tasks faster.

For AI Pro and Ultra subscribers in the U.S., we'…

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The DECwindows Motif software follows a client/server processing model, where the server is a single-shared process that performs operations at the request of many client processes.

With DECwindows Motif, as in all X Window System environments, the server system resides on the desktop and displays graphics onscreen.

For example, in the DECwindows Motif environment, desktop applications (such as DECterm) and X Window System utilities (such as xlsfonts) are the clients that interact with the X display server.

In the DECwindows architecture, as with most client/server processing models, the client and display server may reside on separate systems.

DECwindows Motif supports the following transp…

The subject of Governor Janet Mills’ tribute, Virginia “Ginny” Oliver, died on 21 January at age 105, according to an obituary published on Monday by her family.

Hamill, best known for his role as Luke Skywalker in the Star Wars film saga, “celebrated her tenacity on social media”, Oliver’s obituary noted.

“Despite her fame, friends and family said she remained humble and spirited,” Oliver’s obituary added.

Oliver fished for lobster until a fall at age 103, said a statement from her friend, author and Pulitzer prize-winning journalist Barbara Walsh.

“She was sassy and spirited, always declaring on land and at sea, ‘I’m the boss,’” Walsh’s tribute statement said.

At minimum, just provide bg and fg :const myTheme = { bg : '#0f0f0f' , fg : '#e0e0e0' , } const svg = await renderMermaid ( diagram , myTheme )Want richer colors?

This gives you access to hundreds of community themes:import { getSingletonHighlighter } from 'shiki' import { renderMermaid , fromShikiTheme } from 'beautiful-mermaid' // Load any theme from Shiki's registry const highlighter = await getSingletonHighlighter ( { themes : [ 'vitesse-dark' , 'rose-pine' , 'material-theme-darker' ] } ) // Extract diagram colors from the theme const colors = fromShikiTheme ( highlighter .

Parameters:text — Mermaid source code— Mermaid source code options — Optional RenderOptions objectRenderOptions:Op…

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However, if an American athlete competes (and medals) at the Olympics, the U.S. government does not pay them anything.

Starting with the upcoming Milan Cortina Olympics, he will give $200,000 to every U.S. Olympic and Paralympic athlete—even if they don’t win a medal.

However, Stevens’ gift looks to their retirement.

Called the Stevens Financial Security Awards (Stevens Awards), the gift is intended to provide financial support to those who represent the U.S. on the world stage.

“These extraordinary individuals have committed their lives to their sport, often at the expense of traditional career paths and financial savings.

Netflix 4K EnablerA Chrome/Edge extension that forces Netflix to serve 4K Ultra HD content on devices and browsers that Netflix artificially restricts.

Edge has Widevine L1 hardware DRM support, which combined with this extension gives the most reliable 4K playback.

[Netflix 4K] Screen: 3840x2160, HDCP: 2.2, Profiles: 4K HEVC/VP9/AV1UsageBrowse Netflix normally - Find something to watch Click on a title - The extension will auto-refresh the page to ensure 4K Check stream quality - Press Ctrl+Shift+Alt+D while watching to show Netflix's hidden stats overlay: Resolution: 3840x2160Playing bitrate: 15000+ kbps Console logging - The extension logs resolution changes: [Netflix 4K] Video loaded: 3…

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Please enable JS and disable any ad blocker

We are excited to announce the public preview of the Windows App Development CLI ( winapp ), a new open-source command-line tool designed to simplify the development lifecycle for Windows applications across a wide range of frameworks and toolchains.

The winapp CLI is specifically tailored for cross-platform frameworks and developers working outside of Visual Studio or MSBuild.

Windows development often involves managing multiple SDKs, creating and editing multiple manifests, generating certificates and navigating intricate packaging requirements.

🚀 Package Identity for debuggingMany modern Windows APIs (like Windows AI APIs, Security, Notifications, MCP Hosts and more) require your applica…

For Zig to have the same tooling support as npm or Cargo, each of those tools either needs to add Zig support, or the Zig community needs to build alternatives.

Zig needs a zig-audit equivalent, plus an advisory database to check against.

Each new package manager has to propose a type, document its semantics, and get the PR merged.

Snyk, Socket, Sonatype, and others would need to add Zig support.

Changing a package manager after launch is like changing the hull of a submarine while it’s searching for the Titanic.

So let me start with a question that's been nagging at me: why do RSS readers look like email clients?

If you've used almost any RSS reader in the past two decades, you know this layout intimately.

In 2002 he released NetNewsWire, the app that established the template nearly every RSS reader still follows today."

NetNewsWire Lite 1.0 was released in 2002, and it was the first RSS reader to resemble an email app. "

" But every new RSS reader ought to consider not being yet another three-paned-aggregator.

THE PLAN FELL OFF9FRONT “GEFS SERVICE PACK 1” RELEASEDNOTABLE CHANGESIn this release:exec() now supports shell-scripts as interpreter in #!

image/histogramimproved sam scrollingstats now automatically re-connectsmemaffinewarp now supported on windows (memlayer)/net/*/transutfncmp()ircrc: TLS by defaultDOWNLOADMultiple installation media are provided for PC, Raspberry Pi, MNT Reform, and QEMU.

For PC, burn an .iso file to CD, or dd it directly to USB media.

For Raspberry Pi or MNT Reform, dd an .img file directly to sdcard.

The pi.img file can be used for Raspberry Pi 1, 2, and 3.

I asked him about his experiences with ReactOS during this time, how he found the project, and what contributing to ReactOS was like during those early days.

ReactOS 0.1.0 was the first version of ReactOS that could boot from a CD.

ReactOS 0.2.x boot screen ReactOS 0.2.x desktop and file explorer ReactOS 0.2.0 with VMware video driver for NT 4It wasn’t all sunshine and rainbows though.

2006-2016: ReactOS 0.3.xThe ongoing audit and contribution freeze from the end of the ReactOS 0.2.x era slowed development and momentum considerably for ReactOS 0.3.x.

ReactOS 0.3.x desktop Download!, the package manager for ReactOS 0.3.x2016-Today: ReactOS 0.4.xReactOS 0.4.0 was released on February 16th, …

┌───────────┐ ┌─────────────────┐ ┌────────────────┐ │ JIRA │ │ Public endpoint │ │ Local HTTP │ │ GitHub │ │ at Cloudflare: │ ┌───────────┐ │ dev server: │ │ GitLab │◄───►│ │◄───►│ WebSocket │◄───►│ │ │ Slack │ │ *.workers.dev │ └───────────┘ │ localhost:3000 │ │ etc... │ │ │ │ │ └───────────┘ └─────────────────┘ └────────────────┘Webhooks Proxy Tunnel exposes a local HTTP endpoint to the public Internet.

It works by reverse proxying HTTP requests through a Cloudflare worker over a WebSocket into your local machine's HTTP server.

This way without knowing the secret token it is impossible to connect to any tunnel disregarding the tunnel ID.

It's expected that you self host it on your Cloudf…

Bf-Tree is a modern read-write-optimized concurrent larger-than-memory range index in Rust from MSR.

You can add Bf-Tree to your Cargo.toml like this:[ dependencies ] bf-tree = " 0.1.0 "An example use of Bf-Tree:use bf_tree :: BfTree ; use bf_tree :: LeafReadResult ; let mut config = bf_tree :: Config :: default ( ) ; config .

cb_min_record_size ( 4 ) ; let tree = BfTree :: with_config ( config , None ) .

Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft’s Trademark & Brand Guidelines.

Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.

But I started learning Django to make a website a few months back, I’ve been liking it so far, and here are a few quick notes!

I spent some time trying to learn Rails in 2020, and while it was cool and I really wanted to like Rails (the Ruby community is great!

), and Django feels easier to me because things are more explicit.

Django has a really nice built-in admin interface, and I can customize it with just a little bit of code.

If I add, delete, or change a field in models.py , Django will automatically generate a migration script like migrations/0006_delete_imageblob.py .

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Kim Jaewon / Nikkei Asia:

Samsung and SK Hynix executives say they expect global memory supply shortages will persist until 2027 due to AI demand, after the companies reported earnings — SEOUL — The world's two leading memory chipmakers say the supply crunch in their industry will continue until 2027 as they cannot keep …

Koh Ewe / BBC:

Chinese media: China executed 11 members of the Ming mafia family that ran online scam centres in Myanmar; five Bai family members are also sentenced to death — China has executed 11 members of a notorious mafia family that ran scam centres in Myanmar along its north-eastern border, state media report.

Jiahui Huang / Wall Street Journal:

Alibaba's Cainiao logistics unit merges with Chinese robovan company Zelos, creating a business sources say valued at ~$2B with a fleet set to hit 20K+ vehicles — The Zelos-Cainiao robovan fleet is set to top 20,000 vehicles — Alibaba's logistics arm is merging its autonomous-driving unit …

Sam Reynolds / CoinDesk:

The US SEC clarifies its tokenized stock rules, saying they are subject to securities and derivatives rules and issuer approval is required for true ownership — The agency says issuer approval is required for true tokenized ownership, warning that many stock tokens sold to retail investors provide only indirect or synthetic exposure.

Financial Times:

Tesla plans to scrap its premium S and X models and convert its California factory into an Optimus manufacturing hub, as Elon Musk refocuses on robotics and AI — Elon Musk's electric-car maker invests $2bn in the billionaire's xAI — Tesla plans to scrap two models and invest $2bn in Elon Musk's xAI …

Christina Kyriasoglou / Bloomberg:

STMicro reports Q4 net revenue up 0.2% YoY to $3.33B, operating income down 66% YoY to $125M, and forecasts Q1 2026 net revenue of $3.04B, above $2.92B est. — STMicroelectronics NV, a chip supplier for Tesla Inc. and Apple Inc., forecast first-quarter revenue that beat analysts' estimates …

New York Times:

Amazon's $35M marketing campaign for Melania is ~10x the budget for similar documentaries like CNN's RBG; some suggest Amazon is currying favor with Trump — The tech giant is spending $35 million to promote its film about the first lady, far more than is typical for documentaries.

Bloomberg:

SAP reports Q4 revenue up 3% YoY to €9.68B, adjusted operating profit up 27% YoY to €2.83B, and forecasts 2026 cloud revenue to grow at least 23% YoY to €25.8B — SAP SE shares fell the most in more than five years as current cloud backlog in the fourth quarter slipped …

Connie Loizos / TechCrunch:

Airtable unveils Superagent, a service that can deploy AI agents in parallel for tasks like market analysis, its first standalone product in its 13-year history — It might sound crazy to some, launching an entirely new product line while your flagship business has shed two-thirds of its paper value.

Norman Goh / Nikkei Asia:

Jones Lang LaSalle projects Malaysia's operational data center capacity to increase from ~1,025 MW at the end of 2025 to ~2,100 MW by the end of 2026 — KUALA LUMPUR — Malaysia's data center capacity is set to more than double by the end of the year, new industry research released on Tuesday shows …

Belle Lin / Wall Street Journal:

The US construction industry is adopting AI tools to improve project management and support site managers and foremen; IDC says 60% of firms use some form of AI — New AI tools are helping managers stay on top of the complex processes underpinning an exploding sector

Financial Times:

A look at Amazon's and Walmart's differing approaches to agentic AI shopping; Similarweb: Walmart doubled its share of AI referrals in the US to 32.5% in 2025 — Industry giants Walmart and Amazon are taking different approaches to a technology that could further automate shopping

Connor Jones / The Register:

Security researchers warn Moltbot, previously Clawdbot, requires a specialist skillset to use safely, as data exposure risks persist even when set up correctly — The massively hyped agentic personal assistant has security experts wondering why anyone would install it

Cyrus Farivar / Ars Technica:

A federal judge in Virginia ruled that Norfolk's use of ~200 Flock automated license plate scanners is constitutional and doesn't violate the Fourth Amendment — A federal judge in Virginia ruled Tuesday that the City of Norfolk's use of nearly 200 automated license plate readers (ALPRs) …

Momoka Yokoyama / Bloomberg:

Advantest shares hit a record high after the chip equipment maker beat Q3 earnings estimates and raised its FY operating profit forecast from $2.45B to $2.97B — Advantest Corp. shares jumped as much as 14% to a record high after the company beat earnings estimates and raised its forecast.

Dylan Butts / CNBC:

SK Hynix surpassed Samsung in annual operating profit for the first time in 2025; SK Hynix posted a record profit of ~$33B in 2025 while Samsung posted ~$30.5B — SK Hynix beat rival Samsung Electronics in operating profit for the first time in 2025, as it retained its lead in high-bandwidth memory used …

Henrique Almeida / Bloomberg:

New York-based Sword Health, which develops AI-powered tech for managing pain and offers remote physical therapy, agrees to acquire rival Kaia Health for $285M — Sword Health agreed to acquire rival Kaia Health for $285 million in its biggest deal to date, expanding the AI health startup's footprint …

[2025.09.23] New daily RAG paper digest, updated every day 👉 |📖 Papers|[2025.09.09] Released a Lightweight DeepResearch Pipeline local setup tutorial 👉 |📺 bilibili|📖 Blog|[2025.09.01] Released a step-by-step UltraRAG installation and full RAG walkthrough video 👉 |📺 bilibili|📖 Blog|[2025.08.28] 🎉 UltraRAG 2.0 Released!

Designed for research exploration and industrial prototyping, UltraRAG standardizes core RAG components (Retriever, Generation, etc.)

[all] " # On-demand installation uv pip install -e " .

Verify InstallationAfter installation, run the following example command to check if the environment is normal:ultrarag run examples/sayhello.yamlIf you see the following output, the install…

Agent Lightning⚡The absolute trainer to light up AI agents.

💤 Build with ANY agent framework (LangChain, OpenAI Agent SDK, AutoGen, CrewAI, Microsoft Agent Framework...); or even WITHOUT agent framework (Python OpenAI).

🤖agent framework (LangChain, OpenAI Agent SDK, AutoGen, CrewAI, Microsoft Agent Framework...); or even WITHOUT agent framework (Python OpenAI).

Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines.

Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship.

try - fresh directories for every vibeWebsite · RubyGems · GitHubYour experiments deserve a home.

Usagetry # Browse all experiments try redis # Jump to redis experiment or create new try new api # Start with "2025-08-17-new-api" try .

try = { enable = true ; path = "~/experiments" ; # optional, defaults to ~/src/tries } ; }HomebrewQuick startbrew tap tobi/try https://github.com/tobi/try brew install tryAfter installation, add to your shell:Bash/Zsh: # default is ~/src/tries eval " $( try init ) " # or pick a path eval " $( try init ~ /src/tries ) "Fish: eval " (try init | string collect) " # or pick a path eval " (try init ~/src/tries | string collect) "Why Ruby?

A: Because you have 200 dir…

Tambo AI Generative UI for React Build apps that adapt to your users.

Tambo is a generative UI SDK for React.

const { value , setValue , submit , isPending } = useTamboThreadInput ( ) ; < input value = { value } onChange = { ( e ) => setValue ( e . target .

HTTP , } , ] ; < TamboProvider components = { components } mcpServers = { mcpServers } > < App /> ;2025-11-07-elicitations.mp4Supports the full MCP protocol: tools, prompts, elicitations, and sampling.

git clone https://github.com/tambo-ai/tambo.git cd tambo npm install npm run dev # apps/web + apps/apiUseful commands:npm run build # Build everything npm run lint # Lint (lint:fix to autofix) npm run check-types # Type check npm test # R…

Remotion is a framework for creating videos programmatically using React.

Why create videos in React?

Leverage web technologies : Use all of CSS, Canvas, SVG, WebGL, etc.

: Use all of CSS, Canvas, SVG, WebGL, etc.

Read the LICENSE page for more information.

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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NeuTTSHuggingFace 🤗:NeuTTS-Nano-V4.mp4Created by Neuphonic - building faster, smaller, on-device voice AIState-of-the-art Voice AI has been locked behind web APIs for too long.

NeuTTS is a collection of open source, on-device, TTS speech language models with instant voice cloning.

\ --ref_audio samples/jo.wav \ --ref_text samples/jo.txtTo specify a particular model repo for the backbone or codec, add the --backbone argument.

One-Code Block Usagefrom neutts import NeuTTS import soundfile as sf tts = NeuTTS ( backbone_repo = "neuphonic/neutts-nano" , # or 'neutts-nano-q4-gguf' with llama-cpp-python installed backbone_device = "cpu" , codec_repo = "neuphonic/neucodec" , codec_device = "cpu" ) …

Ultralytics creates cutting-edge, state-of-the-art (SOTA) YOLO models built on years of foundational research in computer vision and AI.

Usage CLI You can use Ultralytics YOLO directly from the Command Line Interface (CLI) with the yolo command: # Predict using a pretrained YOLO model (e.g., YOLO26n) on an image yolo predict model=yolo26n.pt source= ' https://ultralytics.com/images/bus.jpg ' The yolo command supports various tasks and modes, accepting additional arguments like imgsz=640 .

Python Ultralytics YOLO can also be integrated directly into your Python projects.

It accepts the same configuration arguments as the CLI: from ultralytics import YOLO # Load a pretrained YOLO26n model mod…

HandyA free, open source, and extensible speech-to-text application that works completely offline.

Handy is a cross-platform desktop application built with Tauri (Rust + React/TypeScript) that provides simple, privacy-focused speech transcription.

Press a shortcut, speak, and have your words appear in any text field—all without sending your voice to the cloud.

Handy was created to fill the gap for a truly open source, extensible speech-to-text tool.

When the overlay is visible it can steal focus, which prevents Handy from pasting back into the application that triggered transcription.

Prowler is the Open Cloud Security platform trusted by thousands to automate security and compliance in any cloud environment.

DescriptionProwler is the world’s most widely used open-source cloud security platform that automates security and compliance across any cloud environment.

Provider Checks Services Compliance Frameworks Categories Support Interface AWS 584 85 40 17 Official UI, API, CLI GCP 89 17 14 5 Official UI, API, CLI Azure 169 22 15 8 Official UI, API, CLI Kubernetes 84 7 6 9 Official UI, API, CLI GitHub 20 2 1 2 Official UI, API, CLI M365 70 7 3 2 Official UI, API, CLI OCI 52 15 1 12 Official UI, API, CLI Alibaba Cloud 63 10 1 9 Official CLI IaC See trivy docs.

N/A N/A N/A Of…

Eigent: The Open Source Cowork Desktop to Unlock Your Exceptional ProductivityEigent is the open source cowork desktop application, empowering you to build, manage, and deploy a custom AI workforce that can turn your most complex workflows into automated tasks.

Generate Q2 Report from CSV Bank Data Replay ▶️Prompt: Please help me prepare a Q2 financial statement based on my bank ...

Identify Duplicate Files in Downloads Replay ▶️Prompt: I have a folder named mydocs inside my Documents directory ...

Add Signature to PDF Replay ▶️Prompt: Please add this signature image to the Signature Areas in the PDF ...

📄 Open Source LicenseThis repository is licensed under the Apache License 2.0.

bitchatA decentralized peer-to-peer messaging app with dual transport architecture: local Bluetooth mesh networks for offline communication and internet-based Nostr protocol for global reach.

No accounts, no phone numbers, no central servers.

bitchat.free📲 App StoreLicenseThis project is released into the public domain.

group.chat.bitchat.ABC123 )Option 2: Using justbrew install justWant to try this on macos: just run will set it up and run from source.

Run just clean afterwards to restore things to original state for mobile app building and development.

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

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submitted by /u/Disastrous_Award_789 [link] [comments]

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More specifically, we’ll focus on the cross section of those wings to reveal the shape of an airfoil – you can see it presented in yellow below:We’ll find out how the shape and the orientation of the airfoil helps airplanes remain airborne.

The very same rules apply to any region of air – I’ve outlined some of them with dashed boxes up in the sky.

To simplify things a little, let’s use a less complicated shape of a symmetric airfoil – you can see it in the demonstration below.

The pressure field we’ve just seen clearly works – regions of lower and higher pressure guide the air around the airfoil.

Let’s plot the dependence between the lifting force and the angle of attack of an airfo…

25 Jan 2026Thinking about doing the thing is not doing the thing.

Dreaming about doing the thing is not doing the thing.

Visualizing success from doing the thing is not doing the thing.

Failing while doing the thing is doing the thing.

Writing a blog about doing the thing is not doing the thing.

Wikidata has over 33 thousand items for movies that have fallen into the public domain. A fraction of these items (~1300 at the time of writing) have a video file, either at Wikimedia Commons, the Internet Archive, or YouTube. WikiFlix is a bespoke interface to browse, search, and view these movies, and information about them, including cast members etc. It is modeled in the general theme of popular video streaming services, without trying to copy any specific one.

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T - a text processing language and utilityt is a concise language for manipulating text, replacing common usage patterns of Unix utilities like grep, sed, cut, awk, sort, and uniq.

The -f flag can be used to switch to file mode: [file, file, ...] .

# Split at index 2 ["a", "b", "c", "d", "e"] → [["a", "b"], ["c", "d", "e"]] (with p2) # Split at multiple indices ["a", "b", "c", "d", "e"] → [["a"], ["b", "c"], ["d", "e"]] (with p1,3) # Chunk into groups of 2 (split at every 2nd index) ["a", "b", "c", "d", "e", "f"] → [["a", "b"], ["c", "d"], ["e", "f"]] (with p::2)Also works on strings:"hello" → ["he", "llo"] (with p2) "abcdef" → ["ab", "cd", "ef"] (with p::2)@ - DescendDescends one level int…

A week ago I asked on Mastodon and Bluesky:What are you favourite well-made apps or sites?

(Numbers in circles like ② or ③ mean more than one person nominated a given site or app.)

Info sites:Ian’s Shoelace Site ② “A «does one thing well» site.

“All the liner notes and song texts!”www.gov.ukplaintextsports.comInteractive explainers:Personal sites:Work and tasks:Mimestream ③ “It basically stays out of my way?

Unbeatable for handling both notes in class (uni) and on site (trade).”“Been using OmniOutliner daily for decades.

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

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

Goal-Driven ExecutionDefine success criteria.

[Step] → verify: [check]Strong success criteria let the LLM loop independently.

Add them to your existing CLAUDE.md or create a new one.

I ENJOYED THIS SHORT PUCKOS FIC WHERE SHANE IS TERRIBLE AT SEXTING. BECAUSE SHANE RLY WOULD BE.

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Cloudflare Ray ID: 9c4e45dd9bb9dcb9Back to The Atlantic

But I started learning Django to make a website a few months back, I’ve been liking it so far, and here are a few quick notes!

I spent some time trying to learn Rails in 2020, and while it was cool and I really wanted to like Rails (the Ruby community is great!

), and Django feels easier to me because things are more explicit.

Django has a really nice built-in admin interface, and I can customize it with just a little bit of code.

If I add, delete, or change a field in models.py , Django will automatically generate a migration script like migrations/0006_delete_imageblob.py .

"Setup @moltbot by @steipete yesterday.

All I have to say is, wow.

First I was using my Claude Max sub and I used all of my limit quickly, so today I had my clawd bot setup a proxy to route my CoPilot subscription as a API endpoint so now it runs on that.

It's the fact that clawd can just keep building upon itself just by talking to it in discord is crazy.

The future is already here"@jonahships_

Using telnet, you can access a variety of these resources on the internet.

Below you’ll find lists of a few places to get you started.

If you have an interesting item to add, just send an email to us:Various fun telnet serversNotable, but no longer online :(towel.blinkenlights.nl 23Star Wars asciimationtowel.blinkenlights.nl 666The Bofh Excuse ServerReal classics.

The telnet server is offline, but the website is still up for this one!

mtrek.com:1701mtrek (star trek themed game)mtrek (star trek themed game) xmltrek.com:1701xmltrek (star trek themed game)Both are offline at the time of this update.

2 As of 2025–2026, the pendulum has swung, and AI opportunity, not AI risk, is driving many political decisions.

As of 2025–2026, the pendulum has swung, and AI opportunity, not AI risk, is driving many political decisions.

The level of AI that raises civilizational concerns for me is the powerful AI that I described in Machines of Loving Grace.

All of this may sound far-fetched, but misaligned behaviors like this have already occurred in our AI models during testing (as they occur in AI models from every other major AI company).

I would even argue that in some cases, large-scale surveillance with powerful AI, mass propaganda with powerful AI, and certain types of offensive uses of fully au…

Understanding Threshold Map in Ordered Dithering.

← or use arrow keys to navigate →This part dives into ordered dithering, a method using a threshold map to decide each pixel's final color*.

It’s just a visual exploration of the logic behind ordered dithering.

This is essentially how a threshold map works in ordered dithering.

Halftoning• Ditherpunk — The article I wish I had about monochrome image dithering• Robert Ulichney's paper on void-and-cluster ditheringI hope you enjoy what you read so far!

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.

It’s like, I don’t know if you’re a golfer, Tim, but that’s what golf folks say as well.

And golf tech, like any tech, is just limitless really what they can fine tune and dial in.

I’m being facetious, but you know, golf rounds aren’t cheap, golf trips with friends aren’t cheap, golf clubs are not cheap.

And so that today is my TrueNAS box.

I kind of want my TrueNAS box to do everything.

[ ] Well, there’s, and we’ve talked a lot about the building of a company and the building of software now.

And I think founders today have that, it is as important as the thing that they’re building, right?

And if you’re a developer building an agent, it could be your sales agent, it could be a developer of a coding agent.

And you connect up to the Layercode voice layer and put in our browser SDK and then you get a little voice agent microphone button and everything in the web app.

There’s a lot of trade-offs, right, in voice between latency, price, quality, so we let users explore that and find the right fit for their voice agent.

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.

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

Depot – 10x faster builds?

Build faster.

Accelerate Docker image builds, and GitHub Actions workflows.

Easily integrate with your existing CI provider and dev workflows to save hours of build time.

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

Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play.

It’s a workspace designed not just for making progress, but getting inspired.

Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs.

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

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.

Depot – 10x faster builds?

Build faster.

Easily integrate with your existing CI provider and dev workflows to save hours of build time.

Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play.

Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs.

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.

Depot – 10x faster builds?

Build faster.

Easily integrate with your existing CI provider and dev workflows to save hours of build time.

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.

Depot – 10x faster builds?

Build faster.

Easily integrate with your existing CI provider and dev workflows to save hours of build time.

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.

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.

Depot – 10x faster builds?

Build faster.

Easily integrate with your existing CI provider and dev workflows to save hours of build time.

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

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

Depot – 10x faster builds?

Build faster.

Easily integrate with your existing CI provider and dev workflows to save hours of build time.

Augment Code – Developer AI that uses deep understanding of your large codebase and how you build software to deliver personalized code suggestions and insights.

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.

Last year, Deezer introduced an AI detection tool that automatically tags fully AI-generated music for listeners and removes it from algorithmic and editorial recommendations. The company announced on Thursday that it’s now making the tool available to other streaming platforms in an effort to help address the rise of AI and fraudulent streams, as well […]

The reported financial losses follow a series of layoffs at the VR unit.

Mark Zuckerberg says 2026 will be "a big year for delivering personal super intelligence."

The new rules apply to nuclear reactors built on Department of Energy property, which includes several currently being developed by startups.

Microsoft, one of OpenAI's major investors, is benefiting greatly from the AI lab's growth.

The company will stop making the pioneering EVs in the second quarter of 2026, CEO Elon Musk announced Wednesday.

joshuark shares a report from BleepingComputer: The FBI has seized the notorious RAMP cybercrime forum, a platform used to advertise a wide range of malware and hacking services, and one of the few remaining forums that openly allowed the promotion of ransomware operations. Both the forum's Tor site and its clearnet domain, ramp4u[.]io, now display a seizure notice stating, "The Federal Bureau of Investigation has seized RAMP." While there has been no official announcement by law enforcement regarding this seizure, the domain name servers have now been switched to those used by the FBI when seizing domains. If so, law enforcement now has access to a significant amount of data tied to the fo…

Apple TV+ has landed the screen rights to Cosmere, the sprawling literary universe created by Brandon Sanderson. "The first titles being eyed for adaptation are the Mistborn series, for features, and The Stormlight Archive series, for television," reports the Hollywood Reporter. From the report: The deal is rare one, coming after a competitive situation which saw Sanderson meet with most of the studio heads in town. It gives the author rarefied control over the screen translations, according to sources. Sanderson will be the architect of the universe; will write, produce and consult; and will have approvals. That's a level of involvement that not even J.K. Rowling or George R.R. Martin enjo…

Scientific American's Elizabeth Anne Brown recently "polled the great art houses of Europe" about whether they'd had any recent experiences with mold in their collections. Despite the stigma that keeps many institutions silent, she found that extremophile "xerophilic" molds are quietly spreading through museums and archives, thriving in low-humidity, tightly sealed storage and damaging everything from textiles and wood to manuscripts and stone. An anonymous Slashdot reader shares an excerpt from the article: Mold is a perennial scourge in museums that can disfigure and destroy art and artifacts. [...] Consequently, mold is spoken of in whispers in the museum world. Curators fear that even r…

Longtime Slashdot reader AmiMoJo shares a report from Reuters: Fully electric car sales in December overtook petrol for the first time in the European Union, even as policymakers proposed to loosen emissions regulations, data showed on Tuesday. U.S. battery-electric brand Tesla continued to lose market share to competitors including China's BYD and Europe's best-selling group Volkswagen, data from the European auto lobby ACEA showed. Car sales throughout Europe sustained a sixth straight month of year-on-year growth, with overall registrations, a proxy for sales, hitting their highest volumes in five years in Europe in 2025, though they remained well below pre-pandemic levels. [...] Decembe…

The Linux kernel community has formalized a continuity plan for the day Linus Torvalds eventually steps aside, defining how the process would work to replace him as the top-level maintainer. ZDNet's Steven Vaughan-Nichols reports: The new "plan for a plan," drafted by longtime kernel contributor Dan Williams, was discussed at the latest Linux Kernel Maintainer Summit in Tokyo, where he introduced it as "an uplifting subject tied to our eventual march toward death." Torvalds added, in our conversation, that "part of the reason it came up this time around was that my previous contract with Linux Foundation ended Q3 last year, and people on the Linux Foundation Technical Advisory Board had bee…

French lawmakers have voted to ban social media access for children under 15 and prohibit mobile phones in high schools, positioning France as the second country after Australia to impose sweeping age-based digital restrictions. The Guardian reports: The lower national assembly adopted the text by a vote of 130 to 21 in a lengthy overnight session from Monday to Tuesday. It will now go to the Senate, France's upper house, ahead of becoming law. Macron hailed the vote as a "major step" to protect French children and teenagers in a post on X. The legislation, which also provides for a ban on mobile phones in high schools, would make France the second country to take such a step following Aust…

An anonymous reader quotes a report from Bloomberg: Investors are souring on the bonds of software companies that service industries ranging from automotive to finance as fast-paced artificial intelligence innovations threaten to upend their business models. [...] Bond prices tumbled as advances in artificial intelligence rack up. Google announced plans to launch an AI assistant to browse for internet surfers Wednesday while a customer support startup, Decagon AI Inc., raised a new round of funding. Such developments are further stoking the angst about AI displacing enterprise software companies, driving a selloff in the sector's stocks and bonds across the globe. [...] Some say the AI fear…

Apple is forcing Patreon to move all remaining creators onto Apple's in-app purchase subscription system by November 2026 "or else Patreon would risk removal from the App Store," reports TechCrunch. "Apple made this decision because Patreon was managing the billing for some percentage of creators' subscriptions, and the tech giant saw that as skirting its App Store commission structure." The tech giant initially told Patreon that it must do so by November 2025, but the deadline was pushed back. From the report: "We strongly disagree with this decision," its blog post states. "Creators need consistency and clarity in order to build healthy, long-term businesses. Instead, creators using legac…

Google is rolling out an "auto browse" AI agent in Chrome that can navigate websites, fill out forms, compare prices, and handle tedious online tasks on a user's behalf. Bloomberg reports: The feature, called auto browse, will allow users to ask an assistant powered by Gemini to complete tasks such as shopping for them without leaving Chrome, said Charmaine D'Silva, a director of product. Chrome users will be able to plan a family trip by asking Gemini to open different airline and hotel websites to compare prices, for instance, D'Silva explained.

"Our testers have used it for all sorts of things: scheduling appointments, filling out tedious online forms, collecting their tax documents, get…

An anonymous reader quotes a report from Politico: The interim head of the country's cyber defense agency uploaded sensitive contracting documents into a public version of ChatGPT last summer, triggering multiple automated security warnings that are meant to stop the theft or unintentional disclosure of government material from federal networks, according to four Department of Homeland Security officials with knowledge of the incident. The apparent misstep from Madhu Gottumukkala was especially noteworthy because the acting director of the Cybersecurity and Infrastructure Security Agency had requested special permission from CISA's Office of the Chief Information Officer to use the popular …

Amazon is discontinuing its Amazon One palm recognition ID system for stores later this year, the company informed users. From a report: The company will discontinue Amazon One services at retail businesses on June 3, 2026, according to a support page for the service and email messages to customers. "In response to limited customer adoption, we're discontinuing Amazon One, our authentication service for facility access and payment," an Amazon spokesperson said. "All customer data associated with Amazon One will be securely deleted after the service ends." The move coincides with a sweeping pullback from Amazon's physical retail experiments. Amazon announced Tuesday that it's closing all of …

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.

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…

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.

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.

OpenAI and Nvidia are both under threat from Google; I like OpenAI's chances best, but they need an advertising model to beat Google as an Aggregator.

Today is the publication of the third edition of Autism

Adulthood: Insights and Creative Strategies for a Fulfilling Life. It’s my

wife Susan’s book collecting stories and experiences from

people all along the autism spectrum, from the self-diagnosed to the

profound.The book includes dozens of interviews with autistic adults, their parents,

caregivers, researchers, and professionals. Everyone’s experience of autism is

different. Reading others’ stories and perspectives can give us a glimpse into

other possibilities for ourselves and our loved ones.If you have someone in your life on the spectrum, or are on it yourself, I

guarantee you will find new ways to understand the breadth of what aut…

Today is the publication of the third edition of Autism

Adulthood: Insights and Creative Strategies for a Fulfilling Life. It’s my

wife Susan’s book collecting stories and experiences from

people all along the autism spectrum, from the self-diagnosed to the

profound.The book includes dozens of interviews with autistic adults, their parents,

caregivers, researchers, and professionals. Everyone’s experience of autism is

different. Reading others’ stories and perspectives can give us a glimpse into

other possibilities for ourselves and our loved ones.If you have someone in your life on the spectrum, or are on it yourself, I

guarantee you will find new ways to understand the breadth of what aut…

Robotaxis are poised to further close the delta between suburbs and the city; the city (and Uber) might never recover.

In Why your mock doesn’t work I explained this rule of

mocking:Mock where the object is used, not where it’s

defined.That blog post explained why that rule was important: often a mock doesn’t

work at all if you do it wrong. But in some cases, the mock will work even if

you don’t follow this rule, and then it can break much later. Why?Let’s say you have code like this:# user.py def get_user_settings(): with open(Path("~/settings.json").expanduser()) as f: return json.load(f) def add_two_settings(): settings = get_user_settings() return settings["opt1"] + settings["opt2"] You write a simple test:def test_add_two_settings(): # NOTE: need to create ~/settings.json for this to work: # {"opt1": 1…

In Why your mock doesn’t work I explained this rule of

mocking:Mock where the object is used, not where it’s

defined.That blog post explained why that rule was important: often a mock doesn’t

work at all if you do it wrong. But in some cases, the mock will work even if

you don’t follow this rule, and then it can break much later. Why?Let’s say you have code like this:# user.py def get_user_settings() -> str: with open(Path("~/settings.json").expanduser()) as f: return json.load(f) def add_two_settings() -> int: settings = get_user_settings() return settings["opt1"] + settings["opt2"] You write a simple test:def test_add_two_settings(): # NOTE: need to create ~/settings.json for this to work…

Искатели кайфов, дрейф на рейв, парусить вокруг торнадо, высадка на необитаемый остров

It’s been a busy, bumpy week with coverage.py. Some things did not go

smoothly, and I didn’t handle everything as well as I could have.It started with trying to fix issue 2064 about

conflicts between the “sysmon” measurement core and a concurrency setting.To measure your code, coverage.py needs to know what code got executed. To

know that, it collects execution events from the Python interpreter. CPython now

has two mechanisms for this: trace functions and sys.monitoring. Coverage.py

has two implementations of a trace function (in C and in Python), and an

implementation of a sys.monitoring listener. These three components are the

measurement cores, known as “ctrace”, “pytrace”, and “sysmon”…

It’s been a busy, bumpy week with coverage.py. Some things did not go

smoothly, and I didn’t handle everything as well as I could have.It started with trying to fix issue 2064 about

conflicts between the “sysmon” measurement core and a concurrency setting.To measure your code, coverage.py needs to know what code got executed. To

know that, it collects execution events from the Python interpreter. CPython now

has two mechanisms for this: trace functions and sys.monitoring. Coverage.py

has two implementations of a trace function (in C and in Python), and an

implementation of a sys.monitoring listener. These three components are the

measurement cores, known as “ctrace”, “pytrace”, and “sysmon”…

We are in an AI Bubble: the big question is if this bubble will worth it for the physical infrastructure and coordinated innovation that result?

Last night was a Boston Python project night where I

had a good conversation with a few people that was mostly guided by questions

from a nice guy named Mark.How to write nice code in researchMark works in research and made the classic observation that research code is

often messy, and asked about how to make it nicer.I pointed out that for software engineers, the code is the product. For

research, the results are the product, so there’s a reason the code can be and

often is messier. It’s important to keep the goal in mind. I mentioned it might

not be worth it to add type annotations, detailed docstrings, or whatever else

would make the code “nice”.But the more you can make “nice” a habit, …

Last night was a Boston Python project night where I

had a good conversation with a few people that was mostly guided by questions

from a nice guy named Mark.How to write nice code in researchMark works in research and made the classic observation that research code is

often messy, and asked about how to make it nicer.I pointed out that for software engineers, the code is the product. For

research, the results are the product, so there’s a reason the code can be and

often is messier. It’s important to keep the goal in mind. I mentioned it might

not be worth it to add type annotations, detailed docstrings, or whatever else

would make the code “nice”.But the more you can make “nice” a habit, …

Decreasing transportation and communications costs increases resiliency in theory, but destroys it in practice. The only way to have resiliency is through less efficiency.

This post continues where Hobby Hilbert Simplex left

off. If you haven’t read it yet, start there. It explains the basics of Hobby

curves, Hilbert sorting and Simplex noise that I’m using.AnimationTo animate one of our drawings, instead of considering 40 lines, we’ll think

about 140 lines. The first frame of the animation will draw lines 1 through 40,

the second draws lines 2 through 41, and so on until the 100th frame is lines

100 through 140:I’ve used a single Hilbert sorter for all of the frames to remove some

jumping, but the Hobby curves still hop around. Also the animation doesn’t loop

smoothly, so there’s a giant jump from frame 100 back to frame 1.Natural cubicsHobby curves look nic…

This post continues where Hobby Hilbert Simplex left

off. If you haven’t read it yet, start there. It explains the basics of Hobby

curves, Hilbert sorting and Simplex noise that I’m using.AnimationTo animate one of our drawings, instead of considering 40 lines, we’ll think

about 140 lines. The first frame of the animation will draw lines 1 through 40,

the second draws lines 2 through 41, and so on until the 100th frame is lines

100 through 140:I’ve used a single Hilbert sorter for all of the frames to remove some

jumping, but the Hobby curves still hop around. Also the animation doesn’t loop

smoothly, so there’s a giant jump from frame 100 back to frame 1.Natural cubicsHobby curves look nic…

OpenAI is making a play to be the Windows of AI: the all-encompassing platform that controls both hardware supplier and software developers.

Sora is going viral, suggesting there is a big opportunity in unlocking creativity. If that's true, that's good for humanity — and bad for Meta.

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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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The action you just performed triggered the security solution.

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

«Магнит» договорился о покупке контрольного пакета в сети «Азбука вкуса». В сделку вошли магазины «Азбука вкуса» в Москве и Петербурге, пять фабрик-кухонь и три распределительных центра. Условия сделки не раскрываются. По оценке опрошенных РБК экспертов, стоимость контрольного пакета «Азбуки вкуса» может составлять 35—40 млрд рублей.

Совет директоров ВТБ рекомендовал направить на годовые дивиденды 25,58 ₽ на акцию. Такая выплата дает доходность больше 20%. Но сможет ли компания позволить себе это? Оцениваем риски накануне собрания акционеров.

Dealroom.co, an Amsterdam-based data platform and source of record for startups, high-growth companies, venture capital, and technology ecosystems, today announced a €5.8 million ($7 million) funding round for international expansion, with an initial focus on scaling its presence in the US. The round was led by Índico Capital Partners, with participation from Rabobank and existing […]

The post Amsterdam-based Dealroom raises €5.8 million to scale global tech ecosystem mapping appeared first on EU-Startups.

Recare, a Berlin-based provider of technology solutions for hospitals and care providers, has closed a growth financing round of up to €37 million, including a €7 million option, to scale its AI platform and expand its international business. The round was led by DNV, the independent assurance and risk management provider, with participation from CIBC […]

The post German HealthTech startup Recare closes €37 million funding round to scale AI platform and expand internationally appeared first on EU-Startups.

Dragonfly AI, a London-based innovator in AI-powered creative testing, has announced a €5.7 million (£5 million) investment to further advance its neuroscience-led technology, which takes a “fundamentally different approach to AI“. The round was led by 24Haymarket, with participation from Guinness Ventures and Foresight. Dragonfly AI is also appointing Fiona Dent to its board of […]

The post Nestlé, PepsiCo and L’Oréal among brands using Dragonfly AI as it raises €5.7 million for predictive AI appeared first on EU-Startups.

Lund-based MedVasc has raised €2.2 million through subscriptions exclusively from existing shareholders, as well as completing production and testing activities for their anesthesia catheter Solutio, advancing toward FDA clearance. This follows May 2025’s €917k financing round, as covered by EU-Startups. ”The strong participation from current owners demonstrates continued confidence in MedVasc’s strategy, execution capability, and […]

The post Sweden’s MedVasc raises €2.2 million for anesthesia catheter as it moves toward US approval appeared first on EU-Startups.

When Europe’s highest-potential startups and largest corporates collaborate, we see innovative technologies fast-tracked into game-changing products and services. The European Innovation Council (EIC) is bridging the innovation and collaboration gap between Europe’s cutting-edge startups and established multinational corporations with the Corporate Partnership Programme (CPP). Since 2017, the EIC CPP has organised 91 Corporate and Multi-Corporate […]

The post Scaling corporate-startup collaboration in Europe: Interview with Lieven Deketele of P&G appeared first on EU-Startups.

Sokin, a British business payments company, has secured a €83 million ($100 million) long-term debt facility from Oxford Finance LLC to accelerate their expansion across North America, Asia, the Middle East, and South America, and fast-track the acquisition of further regional licenses, banking partnerships, and global infrastructure scaling. Additionally, investments will fund the development and […]

The post After raising nearly €60 million in 2025, London’s Sokin bags additional €83 million for its payments platform appeared first on EU-Startups.

Nomagic, a Warsaw-based warehouse robotics company that applies general-purpose Physical AI to optimise warehouse operations, today announced an €8.3 million ($10 million) Series B extension to accelerate its commercial operations in the U.S. The round round led by Cogito Capital Partners. With the newly added funding, Nomagic’s total funding now exceeds €70 million ($84 million). […]

The post Polish robotics startup Nomagic secures €8.3 million to scale Physical AI operations in the US appeared first on EU-Startups.

Founded three years ago by Winfried Vogt and Christina Paap, the Innovation Award was created with a clear objective: to give innovative founders access to what often makes the decisive difference for early-stage success. Visibility, recognition, and entry into strong professional networks remain out of reach for many startups, particularly in highly regulated sectors such […]

The post The Innovation Award 2026: A platform for visibility, networks, and sustainable growth (Sponsored) appeared first on EU-Startups.

b2venture, a Berlin-based early-stage investor, has closed its Fund V at the hard cap of €150 million, the firm’s largest early-stage fund to date aimed at accelerating the next wave of European tech leaders building scalable, defensible technologies and digital business models from the earliest stages. Fund V is backed by a mix of long-standing […]

The post With decades of exits and unicorns behind it, b2venture reaches €150 million hard cap for Fund V appeared first on EU-Startups.

France-based daphni, a mission-driven venture capital firm,has completed the final closing of its Blue fund at €260 million, exceeding itsinitial target. The close reflects strong investor support for...

Munich-based Twogee Biotech, a biotechnology start-up developing customised enzyme solutions forthe industrial conversion of biomass into sustainable raw materials, hascompleted a €2.16 million seed f...

Voyager Ventures has closed a $275 million Fund II. With this fund, Voyager now manages $475 million across North America and Europe. The firm invests in technologies that modernise the base layer of...

The AI fintech Vickii has been acquired by the finanzen.net Group, a German financial portal and parent company of the neo-broker finanzen.net ZERO. Vickii began as a student project in Münster. At j...

Green concrete startup Carbonaide has raised €3.7 million to transform the concrete industry through carbon dioxide curing and permanent CO₂ storage. Carbonaide’s technology has been in commercial pro...

The former CEO of bankrupt battery maker Northvolt said it was “emotionally tough" raising funds for his new venture, after the demise of the Swedish battery maker, which collapsed with debts of $5.8...

seed+speed Ventures, the Berlin-based early-stage fund led by Carsten Maschmeyer and Alexander Kölpin, has closed its fundraising at €90 million. The original planned target size for this third fund ...

Stockholm-basedFunnel, the marketing intelligence platform, has secured an $80 million debtfacility from HSBC Innovation Banking and Hercules Capital. The financingincludes a revolving credit facility...

For years, Europe’s energy debate has focused on increased supply — more renewables, more grid capacity, more infrastructure. But as electrification accelerates, from heat pumps to EVs, the real chall...

The UK’ssustainable grocery delivery service, Modern Milkman, has raised £10 million ina funding round led by Salica Investments, bringing its total funding to morethan £60 million.Foundedin 2019 by S...

b2venturehas closed its Fund V at €150 million, reaching the hard cap and marking thefirm’s largest early-stage fund to date. The fund is supported by a mix oflong-standing and new limited partners, i...

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, […]

The confirmation of two hacked victims further deepens an ongoing spyware scandal that, for now, appears largely focused on the Italian government.

The Italian government claims that accepting Paragon’s help would have compromised national security and classified information.

All Thibault Launay and his wife Simi wanted nearly five years ago was to build a dream home in Portugal, where they both now live. But what they encountered instead was a broken system. “Fourteen months of delays, 20% budget overruns, and endless stress managing over 10 subcontractors,” Thibault recalled. They bought the land in […]

This week on StrictlyVC Download, Strictly VC’s Alex Gove speaks with Eric Slesinger from 201 Ventures, a firm focused on seed-stage defense tech startups in Europe. They discuss Slesinger’s journey from CIA to investor and how he recognized the untapped potential in European defense tech while others were dismissive. They also chat about how he’s […]