Sometimes the failure of state capacity is perfectly illustrated by something much smaller: eight parking spaces.

A modest proposalIn March 2022, Seattle City Light announced plans for a small EV charging station in West Seattle’s Morgan Junction.

The project was refreshingly straightforward: convert a tiny city-owned lot into eight EV charging spaces.

The problem isn’t that any individual step was wrong — it’s that we’ve created a system where building eight parking spaces requires the same bureaucratic overhead as a major infrastructure project.

Every month that EV charging infrastructure remains incomplete is a month that discourages electric vehicle adoption.

Thanks to cloud computing, data scientists and ML engineers should be able to utilize elastic compute resources without friction.

For many data scientists and ML engineers, the most rewarding part of the project is modeling.

Thanks to a common foundation provided by Metaflow, data scientists can iterate on ideas quickly and deploy them confidently by relying on a well-defined architecture and best practices, shared by everyone in the team.

Metaflow provides a robust and user-friendly foundation for a wide spectrum of data-intensive applications, including most data science and ML use cases.

Metaflow integrates with all the top clouds as well as with Kubernetes and systems around them in a r…

One of THE features and selling points of a FreeBSD UNIX system is the 'untouchable' Base System.

It removes all third party packages on 'classic' FreeBSD system without touching the FreeBSD Base System.

What the same "pkg delete -af" command does on a PKGBASE FreeBSD system?

It kills/destroys almost all of the FreeBSD Base System and leaves only two PKGBASE packages called: - FreeBSD-clibs - FreeBSD-runtime All the rest of Base System is GONE.

Why the same *pkg delete -af* command on 'classic' FreeBSD system without PKGBASE only removes all third party packages and the same *pkg delete -af* literally destroys most of the FreeBSD PKGBASE Base System?

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I/Q Signals: Mystery # 1 Much of the confusion behind I/Q signals is hidden underneath the idea of phase.

A Time Domain I/Q SignalIn light of the above discussion, a single sample of an I/Q signal can be constructed as follows.

An I/Q SignalAt the most elementary level, a digital I/Q signal can be described as follows.

A digital I/Q signal is simply two real signals in parallel, treated as a sequence of complex numbers!

As a consequence, we could have easily called the I/Q signal a complex signal (with an understanding that the complex convention is in our heads)!

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Use the URL as your single source of truth for filters, sorting, and pagination in HTMX applicationsBookmarkable by Design: URL-Driven State in HTMXWhen you move from React to HTMX, you trade complex state management for server-side simplicity.

querySelector ( "#data-table" ); // Build current state from both sources const currentState = { sortField: params.

get ( "sortDir" ) || table.dataset.sortdir || "asc" , status: params.

matches ( "td a" )) { const params = window.location.search; if (params) { localStorage.

getAttribute ( "href" ) + saved; }); } else { // Clean up expired state localStorage.

Major outagePartial outageNo downtime recorded on this day.

No data exists for this day.

had a major outage.

had a partial outage.

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

The action you just performed triggered the security solution.

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

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

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

Here’s how it worksRecently, we reported on LibreOffice, accusing Microsoft of intentionally using complex file formats as a tactic to lock in users to Microsoft Office, hindering open source alternatives like LibreOffice.

Now, Microsoft has banned LibreOffice developer, Mike Kaganski, from using its services, citing an "activity that violates [its] Services Agreement".

His account was blocked upon retry, and he found himself completely logged out of his Microsoft account.

He then decided to reach out to Microsoft support directly.

After some digging, he found a link to contact the team, and there it was, a button asking him to "Sign in to Contact support".

Shunsaku Tamiya, former president and chairman of Tamiya, Inc., passed away on July 18.

Mr Tamiya led the transformation of Tamiya into a world-renowned manufacturer of high-precision plastic model kits, radio control vehicles, and motorized Mini 4WD racers.

Shunsaku Tamiya was responsible for creating Tamiya’s signature branding and reputation for quality.

Most of all, he was the driving force in the unmatched precision Tamiya kits have come to be celebrated for.

Shunsaku Tamiya was 90 years old.

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Despite tighter restrictions on antibiotics used in Canadian beekeeping, honey bee death rates are still rising.

A new study led by University of Guelph researchers, published in Nature Sustainability, is the first large-scale project to assess antibiotic usage trends and their impact on honey bee health in Canada.

The withdrawal of antibiotics, following recent regulation changes, was one of the top predictors of honey bee overwintering mortality — a result that surprised lead author Dr. Brendan Daisley.

“But without effective alternatives, it seems the bees have developed a dependency on them.”Using national survey data, researchers investigated more than 700,000 honey bee colonies per ye…

In a nutshell, dynamic pricing varies the cost based on when you buy, whereas personalized AI pricing varies it based on who is buying.

Early trials showed Delta that AI pricing can boost revenue per seat, prompting what Hauenstein calls "a full re-engineering of how we price - and how we will be pricing in the future".

Delta's AI pricing plans have triggered public and political backlash, with critics likening it to exploitative price discrimination.

For example, JetBlue Airways teamed up with startup FLYR on AI pricing trials, and European carrier Lufthansa has been working with the longstanding pricing software provider PROS on more dynamic fare-setting.

In the long term, however, such A…

The only PC you need is the one in your pocket .

Maru takes personal computing one step closer to closed-loop.

Your hardware's capabilities are shared across your mobile device and desktop so you don't have to context-switch around so much.

Say goodbye to coordinating your work amongst dozens of different devices.

This system is essential to brain function and overall health, yet how it works has remained somewhat of a mystery.

Get more HMS newsNow, a team led by researchers at Harvard Medical School has uncovered new details of how the brain moves blood to active areas in real time.

In experiments in mice, the team discovered that the brain uses specialized channels in the lining of its blood vessels to communicate where blood is needed.

If confirmed in additional studies in animals and humans, the findings could be used to better understand findings on brain imaging tests such as functional MRI (fMRI).

To stay within budget, the brain must be highly efficient: It rapidly directs blood flow to the r…

In other words, why does CI/CD still not include continuous documentation as a first-class practice?

Until recently, implementing full continuous documentation meant a lot of custom scripting and piecemeal tools.

Of course, continuous documentation is a relatively old concept that has never been put to practice in its truest sense.

The important thing is that the conversation has shifted from “ugh, documentation is always outdated” to “how can we make documentation continuous and automated?”.

To answer the question posed at the start: CI/CD historically didn’t include continuous documentation because we lacked the right tools and mindset.

Apparently the latest trend is to use fancy command line tools to write code using LLMs.

It promises to be able to build in total autonomy, being able to use search code, write code, run tests, lint, and commit the changes.

Picking a modelThere’s a large amount of open source large language models on the market, with new ones getting released all the time.

Getting startedIt can be installed using the official Python package or via Homebrew if you use Mac.

Even when I didn’t run out of context, the tool mysteriously failed when trying to write files.

Most of the company’s revenue, Amodei tells me, is earned via its API, or through other companies buying Anthropic’s AI models and using them within their own products.

He wants to slow things down,’” Amodei tells me.

“The complexity of the underlying problems in biology felt like it was beyond human scale,” Amodei tells me.

Think about that today.”The fundraise was proceeding as planned when a cheap, competing AI model dropped seemingly out of thin air.

Anthropic’s also funded — and advocated for — interpretability, or the science of understanding what takes place within AI models.

Powerful tools designed to enhance your digital well-being, reduce doomscrolling, and boost productivity through smart greyscale filtering.

Smart Scheduler Automatically enable greyscale mode during specific hours.

Research shows greyscale mode reduces screen time by making websites less visually stimulating and addictive.

Export & Sync Settings Effortlessly sync your configurations across browsers with backup and restore features.

Enjoy distraction-free video watching, presentations, and gaming with consistent greyscale filtering.

This month, a series of Poets&Quants articles spotlighted growing discontent among MBA students at Stanford Graduate School of Business, raising questions about how well traditional management education is adapting to an AI-driven economy.

There, an often-overlooked graduate program is quietly outpacing expectations and reshaping Silicon Valley’s startup pipeline.

WHY MS&E WORKSWidely seen as “Stanford’s technical MBA” and located in the school of engineering, the program has a quasi-monopoly on entrepreneurship courses.

Applications for these classes are competitive, and a team several graduate students, including MS&E, co-founded Stanford Founders, a student organization, to help with tea…

A month using XMPP (using Snikket) for every call and chat 2023-08-31For the last month, I’ve been using XMPP (using Snikket) for every call and chat between me and my wife Sandra, at least.

Sandra and I switched from using Matrix to using XMPP a while back.

Moving to XMPP - using prosody - worked really well for messaging, but the lack of real-time notifications on Sandra’s iPhone was sub-optimal, and the lack of any notifications for incoming XMPP calls on her phone was really undesirable.

I installed Snikket, a self-contained XMPP distribution just over a month ago and, since then, we’ve tried to use that for every call and message.

We’ve had quite long calls using it, moving between cel…

PR Quiz is a GitHub Action that uses AI to generate a quiz based on a pull request.

It can help you, the human reviewer, test your understanding of your AI Agent's code.

Getting startedMake sure you have an OpenAI API Key and an ngrok auth token (free tier works).

- Yes openai-api-key OpenAI API key for API access - Yes model The model to use for generating the quiz.

3 No exclude-file-patterns A list of file patterns to exclude from the quiz as a JSON-ified string.

herraez/Getty ImagesThe changes in the latest Linux kernel, Linux 6.16, may be small, but they include some significant ones.

Linux 6.16 also brings general improvements to Rust crate support.

This will make it easier to build, maintain, and integrate Rust kernel modules into the kernel.

Also: 8 things you can do with Linux that you can't do with MacOS or WindowsLinux 6.16 brings improved support for Nvidia's Blackwell GPUs.

If you're a Linux kernel developer, though, don't think that you can expect to take it easy and slip a late pull request.

Flat design vs realistic (“skeuomorphic”) design: The bibliographyThis is a list of academic articles, usability testing based publications and expert opinions evaluating flat (minimalistic) vs realistic (rich, “skeuomorphic”) design.

From user experience to user interface design, The Design Journal, 20 (sup1), S89-S101 | DOI: 10.1080/14606925.2017.1352649 | PDF Brutalism as a natural result of flat design evolution.

Noessel, Chris (2014) Your flat design is convenient for exactly one of us | Link “Pure, flat design doesn’t just get rid of dead weight.

Linowski, Jakub (2013) Calling bull$#!%: On flat design | Link “The fundamental thing about flat design is that it is a restrictiv…

One of THE features and selling points of a FreeBSD UNIX system is the 'untouchable' Base System.

It removes all third party packages on 'classic' FreeBSD system without touching the FreeBSD Base System.

What the same "pkg delete -af" command does on a PKGBASE FreeBSD system?

It kills/destroys almost all of the FreeBSD Base System and leaves only two PKGBASE packages called: - FreeBSD-clibs - FreeBSD-runtime All the rest of Base System is GONE.

Why the same *pkg delete -af* command on 'classic' FreeBSD system without PKGBASE only removes all third party packages and the same *pkg delete -af* literally destroys most of the FreeBSD PKGBASE Base System?

BookmarkFS is a FUSE-based pseudo-filesystem which provides an interface to the bookmark data of web browsers.

Currently, the following browsers (and their derivatives) are supported:FirefoxChromium#Getting StartedSee 'INSTALL.md' for instructions on how to build and install BookmarkFS.

See the files under 'doc/' for the user manual.

BookmarkFS is free software, distributed under the terms of the GNU General Public License, either version 3, or any later version of the license.

The user manual and other supporting files in this codebase are distributed under separeate licenses.

To use the Mastodon web application, please enable JavaScript.

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

The Problem The Solution Technical Details Addressing Critics The FutureThe Inevitable TransformationSoftware is changing faster than we've seen in 25 years.

Machine learning isn't just becoming important, it's becoming essential.

For millions of PHP developers who power the web, this creates an existential challenge: stay relevant in an AI-first world or risk obsolescence.

If ML inference becomes a first class citizen in PHP, we democratize machine learning at unprecedented scale:Every PHP developer becomes capable of building intelligent applications, but more importantly, they are able to innovate in this space.

The relative cost of behaving as if that future will come to pass is small, …

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But for open source developers like us in the Linux community there is also I think deep concerns about tooling that deeply incurs into something that close to the heart of our community, writing code and being skilled at writing code.

So coming of pretty impressed by that experience I wanted to understand if Claude would be able to put together something programmatically more complex, like a GTK+ application using Vulkan.

So I grabbed the code and fed it into Claude, asking Claude to give me a modern GTK4 version of this application using Vulkan.

One nice feature Claude has is that you can upload screenshots of your application and Claude will use it to help you debug.

My team at Red Hat h…

Patrick McBride CMO What does AI testing done right look like?

But what’s the best way to use AI for testing complex distributed systems?

Instead, we believe combining proven testing methods for distributed systems with targeted AI usage is the best way forward, and enables teams to unlock the full promise of AI.

Before discussing AI, let’s begin by outlining what it takes to actually address the most critical issues in distributed systems testing.

Having AI do the testing for you is actually a pretty good idea – you just need to do it right.

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A Domain-Specific Programming Language for eBPF-Centric DevelopmentKernelScript is a modern, type-safe, domain-specific programming language that unifies eBPF, userspace, and kernelspace development in a single codebase.

Built with an eBPF-centric approach, it provides a clean, readable syntax while generating efficient C code for eBPF programs, coordinated userspace programs, and seamless kernel module (kfunc) integration.

KernelScript aims to become the programming language for Linux kernel customization and application-specific optimization.

KernelScript's , , and regular functions compile to different targets automatically No first-class eBPF program values : Rust lacks compile-time ref…

Most professional developers who indicated they used Google Gemini last year, are interested in other AI-oriented subjects like "Large Language Model" or "RAG", and tools like "Ollama".

This pattern holds true for both Professional Developers and those Learning to Code, showing that developers at all levels are actively exploring the rapidly evolving AI landscape rather than committing to a single tool or platform.

Varsha Bansal / Rest of World:

An inside look at ex-unicorn Builder.ai's demise, which oversold its AI platform's abilities and frustrated customers with delivery delays and buggy products — The implosion of a white-hot startup has employees asking how it all went wrong. — Karthik started working as a “productologist” for Builder.ai in 2022.

Meir Orbach / CTech:

Israel-based Teramount, which develops fiber-to-chip interconnect tools for AI infrastructure chips, raised a $50M Series A led by Koch Disruptive Technologies — Israeli startup's optical tech promises 100x data speeds and 70% power savings. — Fiber Optics — Teramount — Funding

Financial Times:

A US trade group for 30+ fintechs and aggregators says JPMorgan's plan to charge for data access could cost some firms 60% to over 100% of their annual revenue — Start-ups say having to pay for consumer's financial information would run them out of business

Claudia Cohen / Bloomberg:

Worldline reports Q2 revenue down 4.4% YoY to €1.14B and a net loss of €4.2B for H1 2025, after booking a €4.1B impairment tied to merchant services business — French payments provider Worldline SA booked a €4.1 billion ($4.7 billion) impairment tied to its merchant services business …

Laura Italiano / Business Insider:

The judge in Elon Musk's OpenAI lawsuit strikes down 16 of OpenAI's 55 affirmative defenses, accuses both sides of “gamesmanship” and over-litigating the case — - The judge in Elon Musk's racketeering lawsuit against Sam Altman chastised both sides on Tuesday.

Amrith Ramkumar / Wall Street Journal:

Sources: the US Commerce Department is discussing charging patent holders 1%-5% of their patent value, a radical move likely to spark pushback from businesses — Commerce Department officials discuss new fee based on patent value, which could fuel backlash from businesses

Financial Times:

Sources: Mark Zuckerberg's aim with the Superintelligence Labs is to create a start-up-like unit within Meta that is unencumbered by the company's bureaucracy — Meta has splashed out on star hires and infrastructure as it tries to make up ground in the artificial intelligence race

Mike Wheatley / SiliconANGLE:

Lumana, which integrates vision-language models and agentic AI into its video surveillance system, raised a $40M Series A led by Wing Venture Capital — Lumana AI Inc., a startup using artificial intelligence to automate video surveillance, wants to alter the way businesses monitor …

Sam Tobin / Reuters:

The UK Supreme Court denied Uber's appeal in a case over VAT, forcing Uber to pay a 20% VAT on fares outside London while rival private taxi operators pay none — Uber's (UBER.N) rival taxi operators in England and Wales will not face a 20% VAT charge on their profit margins outside of London …

Anne Lutz Fernandez / Nobody Wants This:

Repeated warnings of AI-driven layoffs is fueling anxiety among workers, who report feeling pressured to accept pay cuts or worse conditions to keep their jobs — Workers and students are being prepped for less power in the workplace — CEOs want you to know your job isn't safe.

Chance Miller / 9to5Mac:

Apple responds to the DOJ's antitrust lawsuit from March 2024, saying it sets “a dangerous precedent” and “threatens the very principles that set iPhone apart” — The US Department of Justice formally sued Apple in March 2024, accusing the company of having a “smartphone monopoly.”

The Information:

Sources: Cohere has told investors it expects to generate $200M+ in annualized revenue by the end of 2025, up from $70M in annualized revenue as of February — Cohere, a Canadian artificial intelligence developer that competes with Anthropic and OpenAI, has sustained one of the richest valuations …

Renju Jose / Reuters:

Australia says it will include YouTube in its ban on social media for children under 16 years of age, reversing an earlier decision to exempt the platform — Australia said on Wednesday it will include Alphabet-owned (GOOGL.O) YouTube in its world-first ban on social media for teenagers …

Daniel Thomas / Financial Times:

Ofcom: YouTube is the second most-watched TV service in the UK, behind the BBC and ahead of ITV; one in five Gen Alpha viewers turn to YouTube first on their TV — Online video service has overtaken ITV in overall TV viewing figures, though still behind BBC

Bloomberg:

A profile of Luke Farritor, a 23-year-old Thiel Fellow who gained recognition for using AI to help decipher the Herculaneum papyri and later joined DOGE — Luke Farritor could have been an artist, or a builder, or someone dedicated to seeing a great historical mystery through.

Ernesto Londoño / New York Times:

Gov. Tim Walz activates the Minnesota National Guard to help St. Paul address a cyberattack detected Friday that led the city to shut down many of its systems — Gov. Tim Walz of Minnesota activated the National Guard to help the city of St. Paul address a cyberattack that was detected last Friday.

The Information:

Docs: Groq revised its 2025 revenue projections to $500M+ within the past month, citing delays in data center capacity, after projecting $2B+ earlier this year — Groq, a richly funded chip startup trying to take on Nvidia, told investors early this year it was on track to have more than $2 billion in revenue for 2025.

import cv2 import supervision as sv from ultralytics import YOLO image = cv2 .

imread (...) model = YOLO ( "yolov8s.pt" ) result = model ( image )[ 0 ] detections = sv .

from_inference ( result ) len ( detections ) # 5annotatorsSupervision offers a wide range of highly customizable annotators, allowing you to compose the perfect visualization for your use case.

import cv2 import supervision as sv image = cv2 .

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

Remote-friendly companiesA list of semi to fully remote-friendly companies in or around tech.

Contributions are very welcome!

Please review our contributing guidelines and then submit a new entry or update.

SillyTavern (or ST for short) is a locally installed user interface that allows you to interact with text generation LLMs, image generation engines, and TTS voice models.

Our VisionWe aim to empower users with as much utility and control over their LLM prompts as possible.

SillyTavern is a passion project brought to you by a dedicated community of LLM enthusiasts, and will always be free and open sourced.

Do I need a powerful PC to run SillyTavern?

The hardware requirements are minimal: it will run on anything that can run NodeJS 18 or higher.

The RAD Debugger is a native, user-mode, multi-process, graphical debugger.

The RAD Debugger project aims to simplify the debugger by simplifying and unifying the underlying debug info format.

The other relevant folders for working with the format are:lib_rdi_make : The "RAD Debug Info Make" library, for making RDI debug info.

: The "RAD Debug Info Make" library, for making RDI debug info.

Debug info features Get DWARF debug info converter up-and-running.

Vapi Platform Open source voice AI platform.

Inferable Agents Open source LLM platform for building distributed agents.

Gradio Chat/Agent UI Open source Python library to build web interfaces like Chat UI.

Goose Agents Open source LLM platform for building distributed agents.

openai import openai # OpenAI integration @ observe () def story (): return openai .

Starters are a set of convenient dependency descriptors that you can include in your application.

You get a one-stop shop for all the Spring and related technology you need without having to hunt through sample code and copy-paste loads of dependency descriptors.

For example, if you want to get started using Spring and JPA for database access, include the spring-boot-starter-data-jpa dependency in your project, and you are good to go.

Zero-shot Cross-lingual Voice Cloning.

English, Spanish, French, Chinese, Japanese and Korean are natively supported in OpenVoice V2.

openvoice.mp4OpenVoice has been powering the instant voice cloning capability of myshell.ai since May 2023.

Until Nov 2023, the voice cloning model has been used tens of millions of times by users worldwide, and witnessed the explosive user growth on the platform.

Citation@article{qin2023openvoice, title={OpenVoice: Versatile Instant Voice Cloning}, author={Qin, Zengyi and Zhao, Wenliang and Yu, Xumin and Sun, Xin}, journal={arXiv preprint arXiv:2312.01479}, year={2023} }LicenseOpenVoice V1 and V2 are MIT Licensed.

If this is your first time building with Generative AI models, check out our Generative AI For Beginners course, which includes 21 lessons on building with GenAI.

What You NeedEach lesson in this course includes code examples, which can be found in the code_samples folder.

The code example in these exercises, utilize Azure AI Foundry and GitHub Model Catalogs for interacting with Language Models:Github Models - Free / LimitedAzure AI Foundry - Azure Account RequiredThis course also uses the following AI Agent frameworks and services from Microsoft:For more information on running the code for this course, go to the Course Setup.

Raise an issue or Create a pull requestIf you get stuck or have…

Useful Links What are DNS records?

The DNS Security Extensions (DNSSEC) secures DNS lookups by signing your DNS records using public keys, so browsers can detect if the response has been tampered with.

Also fires off a rudimentary check to see if the DNS server supports DoH, and weather it's vulnerable to DNS cache poisoning.

Useful Links URLHausPhishTankTLS Cipher Suites Description These are combinations of cryptographic algorithms used by the server to establish a secure connection.

Useful Links

CompatibilityReact Native Reanimated 4.x supports only the New React Native architecture and three latest React Native versions.

If you want to play with the API but don't feel like trying it on a real app, you can run the example project.

CreditsThis project has been built and is maintained thanks to the support from Shopify, Expo.io and Software MansionCommunity DiscordJoin the Software Mansion Community Discord to chat about Reanimated or other Software Mansion libraries.

Reanimated is created by Software MansionSince 2012 Software Mansion is a software agency with experience in building web and mobile apps.

We are Core React Native Contributors and experts in dealing with all kinds of R…

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper.

📊 Structured Data Extraction 🤖 LLM-Driven Extraction : Supports all LLMs (open-source and proprietary) for structured data extraction.

ENABLED , markdown_generator = DefaultMarkdownGenerator ( content_filter = PruningContentFilter ( threshold = 0.48 , threshold_type = "fixed" , min_word_threshold = 0 ) ), # markdown_generator=DefaultMarkdownGenerator( # content_filter=BM25ContentFilter(user_query="WHEN_WE_FOCUS_BASED_ON_A_USER_QUERY", bm25_threshold=1.0) # ), ) async with AsyncWebCrawler ( config = browser_config ) as crawler : result = await crawler .

BYPASS ) async with AsyncWebCrawler ( config = browser_config ) as crawler : re…

Azure/OpenAI) - RouterSet Budgets & Rate limits per project, api key, model LiteLLM Proxy Server (LLM Gateway)Jump to LiteLLM Proxy (LLM Gateway) DocsJump to Supported LLM Providers🚨 Stable Release: Use docker images with the -stable tag.

, "role" : "user" }] # openai call response = completion ( model = "openai/gpt-4o" , messages = messages ) # anthropic call response = completion ( model = "anthropic/claude-sonnet-4-20250514" , messages = messages ) print ( response )Response (OpenAI Format){ "id" : " chatcmpl-1214900a-6cdd-4148-b663-b5e2f642b4de " , "created" : 1751494488 , "model" : " claude-sonnet-4-20250514 " , "object" : " chat.completion " , "system_fingerprint" : null , "choices" :…

DocsGPT 🦖Open-Source RAG AssistantDocsGPT is an open-source genAI tool that helps users get reliable answers from any knowledge source, while avoiding hallucinations.

It enables quick and reliable information retrieval, with tooling and agentic system capability built in.

Key Features:🗂️ Wide Format Support: Reads PDF, DOCX, CSV, XLSX, EPUB, MD, RST, HTML, MDX, JSON, PPTX, and images.

✅ Reliable Answers: Get accurate, hallucination-free responses with source citations viewable in a clean UI.

🔑 Streamlined API Keys: Generate keys linked to your settings, documents, and models, simplifying chatbot and integration setup.

Frappe HR Open Source, modern, and easy-to-use HR and Payroll SoftwareFrappe HRFrappe HR has everything you need to drive excellence within the company.

MotivationWhen Frappe team started growing in terms of size, we needed an open-source HR and Payroll software.

Leave and Attendance : Configure leave policies, pull regional holidays with a click, check-in and check-out with geolocation capturing, track leave balances and attendance with reports.

: Configure leave policies, pull regional holidays with a click, check-in and check-out with geolocation capturing, track leave balances and attendance with reports.

Frappe HR Mobile App: Apply for and approve leaves on the go, check-in and check-o…

The Moby ProjectMoby is an open-source project created by Docker to enable and accelerate software containerization.

Components include container build tools, a container registry, orchestration tools, a runtime and more, and these can be used as building blocks in conjunction with other tools and projects.

PrinciplesMoby is an open project guided by strong principles, aiming to be modular, flexible and without too strong an opinion on user experience.

AudienceThe Moby Project is intended for engineers, integrators and enthusiasts looking to modify, hack, fix, experiment, invent and build systems based on containers.

Relationship with DockerThe components and tools in the Moby Project are i…

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Become a Jujutsu Master in 1 hourPerhaps you've heard of the JJ VCS, a new VCS replacing git that makes commit discipline and dealing with stacked PRs a breeze.

Perhaps you've read the same blog posts I have, about how great jj is and how easy it is to get started.

Even though I was told it would be easy, I dreaded for days the prospect of dealing with my first merge conflict.

If only I'd had first gotten to do deliberate practice of the major workflows, I would have gotten there much faster.

Watch the video solutions below

The blood pressure lowering effect of nitrate-rich beetroot juice in older people may be due to specific changes in their oral microbiome, according to the largest study of its kind.

When the older adults drank a concentrated beetroot juice ‘shot’ twice a day for two weeks*, their blood pressure decreased – an effect not seen in the younger group.

Nitric oxide is key to healthy functioning of the blood vessels, and therefore the regulation of blood pressure.

They also tend to have higher blood pressure, which can be linked to cardiovascular complications like heart attack and stroke.

Each group spent two weeks taking regular doses of nitrate-rich beetroot juice and two weeks on a placebo ve…

💾🎉 copypartyturn almost any device into a file server with resumable uploads/downloads using any web browser👉 Get started!

the name is either copyparty (all-lowercase) or Copyparty -- it's one word after all :>can I change the 🌲 spinning pine-tree loading animation?

yeah... :-(is it possible to block read-access to folders unless you know the exact URL for a particular file inside?

by default, a .hist folder is created inside each volume for the filesystem index, thumbnails, audio transcodes, and markdown document history.

), happens with win10-ltsc on e1000e but not virtiowindows cannot access folders which contain filenames with invalid unicode or forbidden characters ( <>:"/\|?

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Changelog News!

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

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

Depot – 10x faster builds?

Build faster.

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

— CodeRabbit is your always-on code reviewer—flagging hallucinations, surfacing smells, and enforcing standards, all without leaving your IDE or GitHub PRs.

Trusted by top teams to ship better code, faster.

Depot – 10x faster builds?

Build faster.

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

— CodeRabbit is your always-on code reviewer—flagging hallucinations, surfacing smells, and enforcing standards, all without leaving your IDE or GitHub PRs.

Trusted by top teams to ship better code, faster.

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.

Auth0 – The identity infrastructure for the age of AI.

Built by developers, for developers—Auth0 helps you secure users, agents, and third-party access across modern AI workflows.

Token vaulting, fine-grained authorization, and standards-based auth, all in one platform.

Start building at Auth0.com/aiCodeRabbit – AI-native code reviews, built for the modern dev stack.

— CodeRabbit is your always-on code reviewer—flagging hallucinations, surfacing smells, and enforcing standards, all without leaving your IDE or GitHub PRs.

Auth0 – The identity infrastructure for the age of AI.

Built by developers, for developers—Auth0 helps you secure users, agents, and third-party access across modern AI workflows.

Start building at Auth0.com/aiCodeRabbit – AI-native code reviews, built for the modern dev stack.

— CodeRabbit is your always-on code reviewer—flagging hallucinations, surfacing smells, and enforcing standards, all without leaving your IDE or GitHub PRs.

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

Changelog News!

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

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

Built by developers, for developers—Auth0 helps you secure users, agents, and third-party access across modern AI workflows.

Start building at Auth0.com/aiDepot – 10x faster builds?

Build faster.

It’s a collaboration layer where AI agents can communicate, discover each other, and work across frameworks.

For developers, this means standardized agent discovery tools, seamless protocols for inter-agent communication, and modular components to compose and scale multi-agent workflows.

Built by developers, for developers—Auth0 helps you secure users, agents, and third-party access across modern AI workflows.

Start building at Auth0.com/aiDepot – 10x faster builds?

Build faster.

It’s a collaboration layer where AI agents can communicate, discover each other, and work across frameworks.

For developers, this means standardized agent discovery tools, seamless protocols for inter-agent communication, and modular components to compose and scale multi-agent workflows.

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.

Accelerate Docker image builds, and GitHub Actions workflows.

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

Retool – Assemble your elite AI team, arm them with powerful custom tools, and watch them make your to-do list disappear.

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.

Retool – Assemble your elite AI team, arm them with powerful custom tools, and watch them make your to-do list disappear.

Start for free or book a demo at retool.com/agentsDepot – 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.

Chris Anderson joins the show.

You may recognize Chris from the early days of CouchDB and Couchbase.

Back when the world was just waking up to NoSQL, Chris was at the center of it all, shaping how developers think about data distribution and offline-first architecture.

These days, Chris is working on Vibes.diy and Fireproof — tools that make one-shot app generation not only possible, but shareable within minutes.

We talk about the origins of CouchDB, the fork that led to Membase and Couchbase, and how that long journey led to this new paradigm: Vibe Coding.

Retool – Assemble your elite AI team, arm them with powerful custom tools, and watch them make your to-do list disappear.

Start for free or book a demo at retool.com/agentsDepot – 10x faster builds?

Build faster.

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

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.

RingConn Smart Ring ZDNET's key takeaways The RingConn Smart Ring is available now in three colors for $259 (regularly $279).

The RingConn Smart Ring is available for $259 in Moonlit Silver, Midnight Black, and Pale Gold.

Also: This smart ring company will test your blood for $500 - here's what forOne of the primary functions of a smart ring is sleep tracking.

Matthew Miller/ZDNETI was much more impressed with the RingConn Smart Ring than I expected to be; it's great to see such compelling competition in the smart ring space.

Right now, the RingConn Smart Ring is on sale for $179 over at the brand's online store.

My last report card was in 2020: "Windows 10 at five: Don't get too comfortable, the rules will change again."

The dawn of Windows as a serviceWindows 10's chaos years ended in 2021, right around the time Microsoft announced Windows 11.

Windows 10 version 21H2 marked the start of yearly updates for Windows 10, a policy that has continued with Windows 11.

Also: How to upgrade your 'incompatible' Windows 10 PC to Windows 11: Two waysWindows 10 marked the beginning of the "Windows as a service" era.

Although Microsoft marketed Windows 11 as another "big bang" release, it really was just a feature update and a UX refresh for Windows 10.

Summer temperatures are climbing, but if your AC is pushing out warm air instead of a chill breeze, these quick fixes can help bring back the cold air you need.

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.

This helps support our work, but does not affect what we cover or how, and it does not affect the price you pay.

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 Toshiba C350 is on sale for just $480 at Best Buy.

Now may be the time to switch if you've been considering trying AT&T's internet service.

However, I found myself using it more often on iOS 26, thanks to the ability to better process on-screen information and follow up with relevant tasks.

Fewer pathways are required to access certain albums, bringing iOS 26 closer to the burdenless software experience we've come to expect from Apple.

A simplified Camera layoutKerry Wan/ZDNETThe biggest app redesign in iOS 26 is a simplified Camera app layout.

Apple's browser on iOS 26 not only looks better but is more usable than before.

Instead, it's the fact that when you charge your iPhone now, iOS 26 displays the estimated battery charging time.

The choice can be a bit daunting, especially when you consider most Linux distributions will save you money and help protect your assets (think "data").

Linux MintThink of Linux Mint as Ubuntu with a more familiar desktop environment.

Any of your staff will be able to sit at a Linux Mint computer and know how it works.

Of course, Linux Mint is free, so you won't be spending any of your budget on operating systems.

As with most Linux distributions, Debian is free to download and install on as many computers as you need.

The Space Force is leveraging commercial competition for the next phase of its PTS program.

AI chip startup Groq is in talks to raise a fresh $600 million at a near $6 billion valuation, sources tell Bloomberg, although the deal isn’t yet final and terms could change.

Both Luma and Runway have reportedly held conversations with self-driving car and robotics companies as they look toward the future.

The new round is being led by Iconiq Capital, with the possibility of a co-lead investor joining.

SOSV is investing in more than 25 plasma-related startups over the next five years.

Cash App's new feature lets users pool money with a group to pay for expenses like vacations and gifts.

With this new capability, NotebookLM is taking a more visual approach to helping users understand different topics and ideas.

Google said it has "never built a backdoor" for its services, but refused to rule out that it had received a secret U.K. surveillance order demanding access to encrypted data.

OpenAI's Study Mode aims to help students develop their own critical thinking skills, rather than just giving answers.

Spotify says AI will allow for "much more interactive" consumer experiences in its app.

Dating safety app Tea experienced a second data breach in as many weeks, exposing over a million sensitive messages between users.

The tech giant is rolling out a new Canvas feature, the ability to get real-time help with Search Live, and the option to search what you see while browsing.

YouTube is introducing age detection technology to identify teens on the platform in the U.S. and apply prtections.

Longtime Slashdot reader schwit1 shares a report from Business Insider: Apple's new spam text filtering feature could end up being a multimillion-dollar headache for political campaigns. iOS 26 includes a new feature that allows users to filter text messages from unrecognized numbers into an "Unknown Senders" folder without sending a notification. Users can then go to that filter and hit "Mark as Known" or delete the message. In a memo seen by BI and first reported by Punchbowl News, the official campaign committee in charge of electing GOP senators warned that the new feature could lead to a steep drop in revenue. "That change has profound implications for our ability to fundraise, mobiliz…

YouTube is rolling out age-estimation technology in the U.S. to identify teen users in order to provide a more age-appropriate experience. TechCrunch reports: When YouTube identifies a user as a teen, it introduces new protections and experiences, which include disabling personalized advertising, safeguards that limit repetitive viewing of certain types of content, and enabling digital well-being tools such as screen time and bedtime reminders, among others. These protections already exist on YouTube, but have only been applied to those who verified themselves as teens, not those who may have withheld their real age. [...] If the new system incorrectly identifies a user as under 18 when the…

Minnesota Governor Tim Walz has activated the National Guard to assist the City of Saint Paul after a cyberattack crippled the city's digital services on Friday. "The city is currently working with local, state, and federal partners to investigate the attack and restore full functionality, and says that emergency services have been unaffected," reports BleepingComputer. "However, online payments are currently unavailable, and some services in libraries and recreation centers are temporarily unavailable." From the report: The attack has persisted through the weekend, causing widespread disruptions across the city after affecting St. Paul's digital services and critical systems. "St. Paul off…

ZDNet's Steven Vaughan-Nichols shares his list of "what's new and improved" in the latest Linux 6.16 kernel. An anonymous reader shares an excerpt from the report: First, the Rust language is continuing to become more well-integrated into the kernel. At the top of my list is that the kernel now boasts Rust bindings for the driver core and PCI device subsystem. This approach will make it easier to add new Rust-based hardware drivers to Linux. Additionally, new Rust abstractions have been integrated into the Direct Rendering Manager (DRM), particularly for ioctl handling, file/GEM memory management, and driver/device infrastructure for major GPU vendors, such as AMD, Nvidia, and Intel. These …

Jack Dorsey's new app Bitchat is now available on the iOS App Store. The decentralized, peer-to-peer messaging app uses Bluetooth mesh networks for encrypted, ephemeral chats without requiring accounts, servers, or internet access. Dorsey said he built it over a weekend and cautioned that it "has not received external security review and may contain vulnerabilities..." TechCrunch reports: The app's UX is very minimal. There is no log-in system, and you're immediately brought to an instant messaging box, where you can see what nearby users are saying (if anyone is actually around you and using the app) and set your display name, which can be changed at any time. [...] Dorsey has not directly…

Cisco has donated its AGNTCY initiative to the Linux Foundation, aiming to create an open-standard "Internet of Agents" to allow AI agents from different vendors to collaborate seamlessly. The project is backed by tech giants like Google Cloud, Dell, Oracle and Red Hat. "Without such an interoperable standard, companies have been rushing to build specialized AI agents," writes ZDNet's Steven Vaughan-Nichols. "These work in isolated silos that cannot work and play well with each other. This, in turn, makes them less useful for customers than they could be." From the report: AGNTCY was first open-sourced by Cisco in March 2025 and has since attracted support from over 75 companies. By moving …

An anonymous reader quotes a report from Ars Technica: The rise of large language models like ChatGPT has led to widespread concern that "everyone is cheating their way through college," as a recent New York magazine article memorably put it. Now, OpenAI is rolling out a new "Study Mode" that it claims is less about providing answers or doing the work for students and more about helping them "build [a] deep understanding" of complex topics. Study Mode isn't a new ChatGPT model but a series of "custom system instructions" written for the LLM "in collaboration with teachers, scientists, and pedagogy experts to reflect a core set of behaviors that support deeper learning," OpenAI said. Instead…

skam240 writes: President Donald Trump's administration on Tuesday proposed revoking a scientific finding that has long been the central basis for U.S. action to regulate greenhouse gas emissions and fight climate change. The proposed Environmental Protection Agency rule would rescind a 2009 declaration that determined that carbon dioxide and other greenhouse gases endanger public health and welfare. The "endangerment finding" is the legal underpinning of a host of climate regulations under the Clean Air Act for motor vehicles, power plants and other pollution sources that are heating the planet. Read more of this story at Slashdot.

Opera will file a complaint against Microsoft to Brazilian antitrust authority CADE on Tuesday, alleging the tech giant gives its Edge browser an unfair advantage over competitors. Opera claims Microsoft pre-installs Edge as the default browser across Windows devices and prevents rivals from competing on product merits. The company's general counsel Aaron McParlan said Microsoft locks browsers like Opera out of preinstallation opportunities and frustrates users' ability to download alternative browsers. Opera, which says it is Brazil's third-most popular PC browser, wants CADE to investigate Microsoft and demand concessions to ensure fair competition. Read more of this story at Slashdot.

Google has admitted its earthquake early warning system failed to accurately alert people during Turkey's deadly quake of 2023. From a report: Ten million people within 98 miles of the epicentre could have been sent Google's highest level alert -- giving up to 35 seconds of warning to find safety. Instead, only 469 "Take Action" warnings were sent out for the first 7.8 magnitude quake. Google told the BBC half a million people were sent a lower level warning, which is designed for "light shaking", and does not alert users in the same prominent way. The tech giant previously told the BBC the system had "performed well" after an investigation in 2023. The alerts system is available in just un…

Apple has lost its fourth AI researcher in a month to Meta [non-paywalled source], marking the latest setback to the iPhone maker's AI efforts. From a report: Bowen Zhang, a key multimodal AI researcher at Apple, left the company on Friday and is set to join Meta's recently formed superintelligence team, according to people familiar with the matter. Zhang was part of the Apple foundation models group, or AFM, which built the core technology behind the company's AI platform. Meta previously lured away the leader of the team, Ruoming Pang, with a compensation package valued at more than $200 million, Bloomberg News has reported. Two other researchers from that group -- Tom Gunter and Mark Lee…

60% of American adults use AI to search for information, but far fewer have adopted the technology for workplace productivity, according to a new Associated Press-NORC Center for Public Affairs Research poll. Only 37% of respondents reported using AI for work tasks, while 40% said they use it for brainstorming ideas. The survey of 1,437 adults, conducted July 10-14, reveals a significant generational gap in AI adoption. Among adults under 30, 74% use AI for information searches and 62% for generating ideas, compared to just 23% of those over 60 who use it for brainstorming. About one-third of Americans use AI for writing emails, creating or editing images, or entertainment purposes. A quart…

An anonymous reader shares a report: Anthropic is nearing a deal to raise as much as $5 billion in a new round of funding that would value the AI startup at $170 billion, according to a person familiar with the matter. Investment firm Iconiq Capital is leading the round, which is expected to total between $3 billion and $5 billion, said the person, who spoke on condition of anonymity to discuss private information. Anthropic has also been in discussions with the Qatar Investment Authority and Singapore's sovereign fund GIC about participating in the round, the person said. The new financing would mark a significant jump in valuation for the company and cement its status as one of world's le…

The Airbus A380, the world's largest commercial passenger jet, faces mounting maintenance challenges as regulatory authorities issue an increasing number of safety directives. The European Union Aviation Safety Agency has listed 95 airworthiness directives for the A380 since January 2020, approximately double the number issued for large Boeing aircraft during the same period. The directives address problems including leaking escape slides, cracked seals, and a ruptured landing-gear axle. A comprehensive maintenance check of the massive plane requires 60,000 hours of labor, according to aircraft repairer Lufthansa Technik. Airlines remain committed to operating the twin-deck aircraft due to …

schwit1 writes: The Apple Manufacturing Academy will be located in downtown Detroit and will be administered by Michigan State University. The academy will offer workshops on manufacturing and artificial intelligence to small and medium-sized businesses, Apple said. Trump has called for Apple to move iPhone production to the U.S. and is implementing tariffs that will likely raise the company's costs. Read more of this story at Slashdot.

Здравствуйте!

Раньше на спутниковых снимках в Гугль-картах секретные объекты размывали, но сейчас это делать перестали. Яндекс принял эту традицию, причём размытие сделано очень топорно и бросается в глаза.

Родилась идея вместо блюра использовать генеративную заливку облаками, но есть сомнения с работоспособности идеи. Подскажите пожалуйста, имеет ли она право на жизнь?

Начальную задачу сокрытия чего-либо на карте прошу считать обстоятельством непреодолимой силы.

Coverage.py lets you indicate code to exclude from

measurement by adding comments to your Python files. But coverage implements

them differently than other similar tools. Rather than having fixed syntax for

these comments, they are defined using regexes that you can change or add to.

This has been surprisingly powerful.The basic behavior: coverage finds lines in your source files that match the

regexes. These lines are excluded from measurement, that is, it’s OK if they

aren’t executed. If a matched line is part of a multi-line statement the

whole multi-line statement is excluded. If a matched line introduces a block of

code the entire block is excluded.At first, these regexes were just to …

TSMC and Intel's approach to backside power are downstream of their cultures: customer-centric versus self-serving. It may doom the latter.

Пятно прогрессии

The best Stratechery content from the week of July 21, 2025, including exaggerated rumors of Google's demise, content and community, and computers as entertainment machines.

Years ago I greeted a friend returning from vacation and asked how it had

been. She answered, “It was good, I got a lot done!” I understand that feeling.

I just had a long vacation myself, and used the time to clean up some old issues

and add some new features in coverage.py v7.10.The major new feature is a configuration option,

[run] patch. With it, you specify named

patches that coverage can use to monkey-patch some behavior that gets in the way

of coverage measurement.The first is subprocess. Coverage works great when you start your

program with coverage measurement, but has long had the problem of how to also

measure the coverage of sub-processes that your program created. The existing

…

Google doubles down on AI in the cloud

Netflix advertising will change the service; then, F1 might be headed to Apple TV, and it might work.

The old model for content sprung from geographic communities; the new model for content is to be the organizing principle for virtual communities.

The old model for content sprung from geographic communities; the new model for content is to be the organizing principle for virtual communities.

The best Stratechery content from the week of July 14, 2025, including the economic future of the web, Greatest of All Talk in Las Vegas, and how we cool computers.

Cloudflare is unilaterally blocking AI crawlers unless they are willing to pay

Computers are starting to have opinions on how our APIs should look like

A comic about an old couple recording a video of a squirrel and a cat.View on my website

I wrote a low-tech terminal-based version of the

classic 2048 game and had some interesting difficulties

with iterators along the way.2048 has a 4×4 grid with sliding tiles. Because the tiles can slide

left or right and up or down, sometimes we want to loop over the rows and

columns from 0 to 3, and sometimes from 3 to 0. My first attempt looked like

this:N = 4

if sliding_right: cols = range(N-1, -1, -1) # 3 2 1 0

else: cols = range(N) # 0 1 2 3 if sliding_down: rows = range(N-1, -1, -1) # 3 2 1 0

else: rows = range(N) # 0 1 2 3 for row in rows: for col in cols: ... This worked, but those counting-down ranges are ugly. Let’s make it

nicer:cols = range(N) # 0 1 2 3

if sliding_right: cols = r…

Cognition rescues Windsurf, Nvidia can sell H20s to China, and Grok 4 and Kimi K2 point to future avenues of model improvement

Сверстал документ. Менеджер просит растянуть верхнюю таблицу, чтоб выровнять по нижней, чтоб взгляд не скакал и чтоб не было пустоты слева и справа. Как его убедить, что лучше от этого не становится?

QuickReport is a simple tool to convert a CSV to a polished PDF without touching Excel or Sheets!I built it because I wanted to quickly format raw tabular data in a presentable manner that I could send via email without having to use Excel or Sheets and spend 10 or more minutes to make the PDF look good.It is an early MVP as of now with some limitations but I am actively working on improving it! I built it using React, Tailwind CSS, React-PDF, and PapaparseI would love your honest feedback! Please let me know if you would find this tool useful and if there are any features that would really make it stand out.Thanks! Comments URL: https://news.ycombinator.com/item?id=44731392

Points: 1

# Com…

NewConfig ( "your-client-id" ) config .

Middleware ( r , config )) // ... rest of your code ... }EchoThis is an example of how to use the Apitally middleware with an Echo application.

NewConfig ( "your-client-id" ) config .

NewConfig ( "your-client-id" ) config .

NewConfig ( "your-client-id" ) config .

🚀 Stac – Server-Driven UI Framework for FlutterStac (formerly Mirai) is a powerful Server-Driven UI (SDUI) framework for Flutter, enabling you to build beautiful, cross-platform applications dynamically using JSON in real time.

Whether you’re building apps for mobile, web, or desktop, Stac simplifies UI delivery and enhances flexibility without requiring redeployment for every design change.

🌟 Explore Stac in Action🧪 Try Stac Playground – A sandbox environment for experimenting with Stac Dynamic UI.

key}) : super (key : key); @override Widget build ( BuildContext context) { return StacApp ( title : 'Stac Demo' , homeBuilder : (context) => Stac .

key}) : super (key : key); @override Widget b…

Hey everyone, I've spent the past 10+ years building products, including a successful startup exit along the way.

One pattern I keep seeing is non-technical founders with a strong vision, but stuck when it comes to execution.

Some feel overwhelmed by tech decisions, some burned by devs, others unsure what to build, or how to build it right.

I’m now focused on helping founders like this get clarity: what to build, how it should work, what team you need, and how to move forward without burning time or money.

I’d love to connect!

You’re at a meetup.

Just had a great convo with someone who could become your next investor...Then comes the dreaded moment: “Hey, do you have a card?”Uhhh… no.

So here's what I do now:I’ve switched to a virtual business card that includes:→ My name→ Startup + role→ Email, LinkedIn, Calendly→ Even a CTA button (“Book a Demo”)I’ve used mine at meetups, coworking intros, founder dinners, and even in a Slack DM.

Every time, it leads to better follow-ups.

→ wisery.io is my new favorite founder hack.

12 startups in 12 monthsOut of growing desperation over my diminishing runway, I committed to the 12-startups-in-12-months challenge.

For the first time, I felt like moving forward really fast, doing exactly what I needed to do.

After month three, a friend of mine reached out with a project he wanted to build since he saw what I was doing.

This validation, together with my personal interest in the topic of sales software, led to the two of us cofounding Setter AI.

I've been working on Setter AI for 1.5 years now and it's currently sitting at $10k MRR.

Many of us obsess over product features and technology.

From side project to split productMailtrap started as a small side project, an email testing sandbox.

We decided to split our email testing and sending into separate repositories and isolated projects.

For Mailtrap.io, engineers were recommending us on Twitter (now X) long before we even started marketing our Email API/SMTP.

Our product was still seen as an email testing tool, and that perception stuck.

Hey Indie Hackers 👋Just wanted to share a fun side project we launched recently, it’s called Jokr.bar, and yes, it literally tells jokes when people try to leave your website.

From there, we built Jokr.bar — a tiny tool that shows a sticky bar with a well-timed joke when a visitor shows exit intent.

Think about that — someone was ready to leave, saw a joke, and stayed over a minute longer.

😄 Why Humor Works90% of people remember brands that made them laugh72% prefer brands with a sense of humorHumor disarms people.

Stay funny, stay scrappy,

Hey everyone,I'm offering a free test run of a new service I'm building (Business Experience Design) for 2 founders who've started seeing traction and want to clean up their operations before scaling.

What you'll get:A customer journey reviewAudit of your internal opsA system to reduce friction and support sustainable growthThis would be perfect for you if you're a solo founder or on a small team, your product is working (you’ve got some users or early revenue), but things are starting to feel a little messy behind the scenes.

No cost, I’m testing the service and would just love your feedback and a case study.

Hey everyone,I specialize in building AI-powered automation tools designed to save businesses time, money, and effort.

Here's what I create and deliver:✅ AI chatbots for websites – your 24/7 receptionist✅ AI-automated phone calls – human-like, natural conversations✅ AI-powered email automation – fast, smart, and efficient✅ Full implementation & support – done-for-you, start to finishI handle everything—from development and deployment to customer support and updates.

Now, I’m looking for the best salesperson out there.

💰 I pay 350€ per sale.

If you’re great at finding clients and closing deals, this is your chance to earn big with a product that’s already built, tested, and in demand.

I pushed through a long list of regression fixes and finally got unit test failures down to a single case related to game save versioning.

I also redirected all tests to a separate test_saves directory to avoid interference with the main game data — something Claude had been missing.

UI got some much-needed love today too:Top-bar buttons for Research, Diplomacy, Ship Build, Construction, Fleet Management, and Bombardment are all back.

You can now double-click planets to jump into construction, and double-click stars to access the shipyard.

I'm questioning the ROI on unit tests.

After a year of watching dozens of indie products quietly die and a handful endure, I’ve become convinced that our real advantage is not talent.

The Myth of the Overnight WinIf you spend any time on Indie Hackers or Twitter, you know how tempting the myth of “overnight success” can be.

That’s why indie products that last for years, even if they grow slowly, often beat flashier products that burn bright and disappear.

How Indie Hackers Turn Time Into an EdgeSo how do you turn time into a competitive advantage when you’re working alone?

And that’s why, if you can find a way to keep showing up through the boring middle, you already have the indie hacker’s biggest advantage.

When I built and launched my first SaaS, FounderSignal, I had zero background in marketing, or any of the "business" stuff you see in startup blogs.

A simple, appealing landing page is your MVP's first test.

You don't have to build this from scratch: Use no-code tools (like FounderSignal, Carrd, Typedream, or Framer) to launch a fast, professional page.

Proactively:Post your landing page on X, LinkedIn, Reddit, and any niche communities related to your problem space.

Main Point: Build With Your CommunityIt took me building and launching FounderSignal to truly get this: listen, launch, learn, repeat.

Hey everyone 👋We just launched the Kimiyi AI Affiliate Program, and I’d love to get your insights on two things:Where should we promote it?

What platforms, communities, or marketing channels have worked best for you when it comes to promoting SaaS affiliate programs?

What are your thoughts on our commission structure?

👉 20% recurring commission for every customer you refer — valid for 24 months👉 No cap on referrals👉 Resources, banners, and full dashboard providedHere’s a quick overview of Kimiyi AI affiliate program: https://www.kimiyi.ai/affiliate-programIt’s a visual AI platform that helps businesses boost customer engagement with smart agents.

We’d really appreciate any feedback on:✅ Whi…

One week they’re tweeting every day, posting on Indie Hackers, maybe even sharing screenshots of a new landing page.

The Myth of “Momentum”In the indie world, momentum is romanticized.

It means writing your code, or your content, or your emails, even when it feels like you’re talking to a wall.

The Skill You Need to BuildSo what’s the skill that keeps you going in that stage?

Forget About Big NumbersThere’s another thing that kills a lot of indie projects: the obsession with big numbers too soon.

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I'm an engineer looking for a cofounder for an EU cloud business.

There's a rising school of thought around data ownership, cloud sovereignty and gdpr in Europe, with a strong focus on AI and contribution to OSS.

EU cloud providers are investing heavily in AI, and now is the time for innovation in bringing new tech to the masses.

I want to build a simple SaaS offering focused on deploying a software stack that's useful for real businesses, and then infuse it with useful AI workflows.

The target is to apply for EIC funding and provide sovereign cloud services.

Here’s a transparent breakdown of what I’m doing, what’s working, and what isn’t — shared for fellow indie hackers navigating the same terrain.

The goal is simple:Find micro-problems in niches like local services, solo coaches, or overwhelmed Shopify owners.

Offer plug-and-play services like automated lead gen, landing page design, or email automation setup.

Don’t chase SaaS dreams from Day 1 — services with AI can fund your product ideas later.

Are you building solo with AI too?

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Южане, тут все как обычно: прямые рейсы из Сочи на Анталийское побережье Турции от 10400 рублей туда-обратно.

Билеты берем через сервис aviasales.ru / на сайтах Азимута, Анекса или БиблиоГлобуса.

Раз (по одному билету на каждое время):Два:Три:

Питер, лови билеты в Иран по шикарной цене: полеты в Тегеран всего за 11200 рублей туда-обратно.

По пути стыковки в Стамбуле.

Для путешествия нужна виза, которую можно получить в консульстве или по прилете (без штампов) при наличии электронного приглашения (оформить можно тут).

Билеты берем на сайте авиакомпании или через aviasales.ru (тут примут рос.

15-24 октября:На сайте Пегасуса (около 11200):29 сентября — 7 октября:9-20 октября:

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.

У испанского лоукостера Volotea новая распродажа на осень: опять эти никому не нужные билеты по 9 евро по Европе, уф.

Ничего нового: билеты по 9 евро только для обладателей подписки SUPERVOLOTEA, которую можно оформить бесплатно на пробные 15 дней.

А потом отменить, ага.

Дальше случится вот это:Вы можете отменить членство в любой момент, но потеряете при этом некоторые привилегии, например, ручную кладь, но сохраните свою скидку на проезд.

ОкейРазДваТриЧетыреПятьШестьСемь

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.

У авиакомпании Air Arabia в наличии куча билетов из Екатеринбурга в Бангкок на сентябрь за 24300 рублей.

По пути короткие или длинные стыковки в ОАЭ.

Купить билеты можно через trip.com / aviasales.ru.

15 сентября:19 сентября:24 сентября:А вернуться можно прямым рейсом Аэрофлота с багажом за 21100 рублей.

Билеты на сайте БиблиоГлобуса / aviasales.ru.

Авиакомпания China Southern выкатила классный агентский тариф: полеты из Москвы на Филиппины за 36300 рублей туда-обратно.

По пути безвизовые стыковки в Китае — по новым правилам там можно находиться без визы до 10 дней даже при наличии внутреннего перелета (например, Пекин-Гуанчжоу).

Подобрать даты и купить билеты можно через сервис aviasales.ru.

Москва — Манила — Москва:

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.

Авиакомпании SalamAir и Jazeera Airways запустили распродажи: прямые рейсы из Омана и Кувейта по разным направлениям (или наоборот) от 3900 рублей.

Оман для россиян безвизовый, а в Кувейт так просто не попасть — туристические визы не выдают.

Salam AirПрямые рейсы из Маската в Трабзон, Алматы, Сараево, Бангкок и на Пхукет (или наоборот) за 7200 рублей.

Маскат — Пхукет:Российской картой:Бангкок — Маскат:Российской картой:Маскат — Сараево:Российской картой:Jazeera AirwaysПрямые рейсы в/из Кувейта по многим направлениям от 3900 рублей.

Кувейт — Москва:Российской картой:Кувейт — Баку:Российской картой:Кувейт — Стамбул:Российской картой:Кувейт — Алматы:Российской картой:Кувейт — Коломбо:Российско…

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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«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.

The Greek Guarantee Fund (GGF), a financial initiative that provided support to Greek SMEs and mid-caps, announced its successful completion after having enabled €600 million in financing to Greek companies. The news was announced by the The European Investment Bank (EIB) and the Hellenic Republic, the former of which provided the financing. “The Greek Guarantee […]

The post €600 million mobilised: Greek Guarantee Fund concludes with major impact on SMEs appeared first on EU-Startups.

Psylink, a Vilnius-based startup focused on developing innovative treatments for people facing mental health challenges, raised over €500k in a pre-Seed investment round. The round was led by the VC fund Coinvest Capital, with Firstpick and BSV also participating, along with a syndicate of angel investors. “At Psylink, we’re developing science-based therapies inspired by nature […]

The post Lithuanian BioTech platform Psylink raises over €500k for mental health innovation appeared first on EU-Startups.

Tilla, a Berlin-based Blue Economy startup, today announced the successful closing of a €2 million funding round designed to accelerate the global expansion and innovation of its crew logistics platform. The round is led by global maritime VC firm Motion Ventures, which recently launched a €86.4 million Blue Economy fund, alongside a strategic investment from […]

The post German Blue Economy startup Tilla secures €2 million for its maritime crew logistics platform appeared first on EU-Startups.

LIfT BioSciences, a British/Irish BioTech focused on neutrophil immunotherapies, today announces a grant of €12 million has been awarded from Ireland’s Disruptive Technologies Innovation Fund (DTIF) to advance its Immuno-Modulatory Alpha Neutrophils (IMANs), designed to overcome treatment resistance in solid tumours, through first-in-human clinical trials expected to start in Q4 2026. The €12 million grant, […]

The post London-based LIfT BioSciences secures €12 million to ovecome treatment resistance in solid tumours appeared first on EU-Startups.

Munich-based ARX Robotics, a provider of autonomous unmanned ground vehicles (UGVs), has raised an additional €11 million as part of a Series A extension led by Speedinvest; HV Capital also participated in the round. This follows the company’s initial €31 million Series A announced in April, which was led by HV Capital and included Omnes […]

The post German DefenseTech ARX Robotics reinforces Europe’s battlefield edge with €42 million for tactical UGVs appeared first on EU-Startups.

Think about the last time you scrolled through your LinkedIn feed or checked out someone’s profile. Chances are, you’ve seen a mix of updates: some inspiring, some insightful, and some trying too hard to stand out and get attention. But what makes you stop and take a second look? It’s not just about what someone […]

The post How to build thought leadership and a personal brand on LinkedIn – without being annoying appeared first on EU-Startups.

Milan-based Trustfull, a provider of fraud prevention technology, today announced the closing of a €6 million investment round to strengthen its sales and marketing team and diversifying its product offering to help clients address emerging types of fraud. The round was led by Seaya Ventures and Elevator Ventures, with the participation of existing investor United Ventures. […]

The post Italian fraud prevention platform Trustfull raises €6 million to drive European expansion appeared first on EU-Startups.

The European Investment Bank (EIB) has announced they are investing €20 million in StiQ, an Athens-based FoodTech company innovating AI-powered cloud kitchen technology. The financing, backed by the InvestEU programme, will support the company’s R&D, digital innovation and international expansion, helping transform the future of food delivery in Europe through smarter, more sustainable and scalable […]

The post Greek FoodTech innovator StiQ secures €20 million for its “Virtual Kitchen” platform appeared first on EU-Startups.

British cyber risk management firm DynaRisk has today announced a €4 million funding round to accelerate product innovation and fuel international expansion. The round was led by YFM Equity Partners (YFM). Commenting on the investment, Andrew Martin, CEO of DynaRisk, said: “Brokers, MGAs and (re)insurers are rushing to tap the fast growing cyber insurance market […]

The post London’s DynaRisk raises €4 million to shape the future of cyber insurance appeared first on EU-Startups.

US AI-powered customer experience company NiCE has today announced that it has entered into a definitive agreement to acquire Düsseldorf-based Cognigy, a leader in conversational and agentic AI. NiCE’s Board of Directors unanimously approved the agreement to acquire Cognigy in a transaction that values Cognigy at approximately €819 million. Philipp Heltewig, Co-Founder and CEO of […]

The post US company NiCE to acquire AI German startup Cognigy – accelerating AI-first customer experience appeared first on EU-Startups.

A Greek defence tech startup founded by a former Apple roboticist has raised $14m in a Series A funding round.

Athens-based Delian Alliance Industries is developing autonomous weapons, including drones and surveillance towers equipped with cameras and AI software.

Its Series A funding round was co-led by Air Street Capital and Marathon Venture Capital, with participation from 201 Ventures, HCVC, Entropy Industrial Capital, and Nebular.

Dimitrios Kottas, founder and CEO, said: “Our adversaries are arming themselves with emerging technologies at a rapid industrial scale.

Kottas spent five years at Apple, working mainly at its secretive Special Projects Group, developing autonomous cars.

Inspired by Point Nine Capital's influential SaaS Funding Napkin, it offers compact insights into the fundraising dynamics of deeptech hardware startups.

Throughout Series A, less than 40 per cent of deeptech hardware companies are still testing lab demonstrators.

90 per cent of Pre-Seed deeptech founders hold PhDs — but commercial experience still lags," shared Ochs.

Having a commercial co-founder is not yet the norm for deeptech companies.

But the general trend remains: Deeptech startups are often founded by very academic first-time founders, but do not yet have many serial entrepreneurs in deeptech.

The alliance is the joint effort of 30 national and regional SME associations from EU member states and neighbouring countries.

The European DIGITAL SME’s statement further cautions that the trade deal risks locking the European economy into a deeper reliance on American suppliers, further entrenching Europe’s technological dependency on the US.

According to DIGITAL SME President, Dr Oliver Grün:“The White House’s tariff policy is built on a distorted view of the transatlantic trade relationship.

The DIGITAL SME urges the European Commission to use the upcoming technical negotiations to rebalance the agreement to include safeguards for European technological sovereignty and a concrete plan …

UK-based Centauri Therapeutics, an immunotherapy company with a proprietary platform technology applicable across a wide range of therapeutic areas, has secured an additional $5.1 million in funding from CARB-X.

Centauri initially set out to tackle the urgent need for anti-infectives, particularly for vulnerable and high-risk patients, and has since also demonstrated promising early proof-of-concept results in oncology.

In March 2025, Centauri announced the selection of its first clinical candidate from the ABX-01 programme.

Developed using the Alphamer® platform, the candidate is designed to treat serious Gram-negative lung infections, offering new therapeutic options for high-risk patient…

Psylink is a deep-tech biotechnology company developing innovative, science-driven treatments for mental health disorders, with a focus on patients who do not respond to conventional therapies.

Operating at the intersection of biotechnology, neuroscience, and natural product discovery, Psylink is uniquely positioned to lead in the development of next-generation mental health therapies.

The pre-seed round was led by venture capital fund Coinvest Capital, along with a syndicate of angel investors.

The capital will be used to advance Psylink’s proprietary biotechnology platform for the sustainable production of plant- and fungi-derived compounds.

Lead image: Psylink team | Photo: Uncredited

Google has begun the UK rollout of AI Mode, a more conversational and "context-aware" layer added to its core search product.

Unlike its earlier AI Overviews, which provide brief summaries atop traditional search results, AI Mode transforms search into a deep‑dive, chatbot‑like interface tailored for complex queries.

AI Mode allows users to pose multi-part, exploratory questions that previously would have required several separate searches, enabled by the custom Gemini 2.5 model.

Click-through rates have been shown to drop sharply when AI summaries replace traditional search listings.

Google notes that AI Mode is built on its existing ranking systems and includes new mechanisms to ensure fa…

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 […]

As the AI Summit got underway in Paris on Monday, some 60 European companies — from incumbent industrial giants to AI startups (including France’s LLM-maker Mistral) — signed up to an initiative to help establish Europe as a leader in AI. But the fact that they felt the need to sign up at all highlights the […]

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Following allegations of potential abuse, Paragon Solutions has cut off Italy from its spyware systems.

© 2024 TechCrunch. All rights reserved. For personal use only.

OpenAI on Thursday launched data residency in Europe, allowing European organizations to meet local data sovereignty requirements while using the AI company’s products. Data residency refers to the physical location of an organization’s data, as well as the local laws and policy requirements imposed on that data. Most tech giants and cloud providers offer European […]

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WhatsApp said users in several European countries were targeted with Paragon spyware, according to the Italian government.

© 2024 TechCrunch. All rights reserved. For personal use only.

Despite news that Andreessen Horowitz closed its London crypto-focused office, the VC reportedly still has dozens of scouts in Europe looking for startups.

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The European Commission (EC) says it has requested information from Elon Musk’s X related to the algorithms that determine the content it recommends to users. The EC wants to determine how those algorithms may or may not be compliant with the Digital Services Act (DSA), which imposes key obligations on online platforms operating across the […]

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TikTok’s e-commerce Shop feature is going live in Spain, the company announced on Tuesday, marking the first step of a wider European rollout. The launch indicates that TikTok parent ByteDance is speeding up the expansion of the TikTok Shop in European markets as a potential U.S. ban looms. Users in Spain will now be able […]

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The European Commission (EC) has quietly closed a longstanding antitrust investigation into Apple over rules it enforces against third-party e-book and audiobook app developers. The EC opened the probe back in 2020 after receiving complaints over how Apple forced competing e-book and audiobook app developers to use Apple’s own in-app payment system, while also preventing […]

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It’s become a common refrain in political discourse: Europe needs to take radical action to remain competitive. On the long list of potential reforms, one that’s gaining particular traction is a new, EU-wide corporate status for innovative companies. Known (somewhat obscurely) as the “28th regime,” the innovation is being billed as Europe’s answer to a […]

© 2024 TechCrunch. All rights reserved. For personal use only.

Tesla’s Cybertruck is facing blowback in Europe, particularly over pedestrian safety concerns. Euro NCAP, a voluntary but influential car safety assessment program in Europe, has not in any way tested the Cybertruck, but based on a visual assessment alone, raised alarms over its sharp, angular design, saying it could pose a serious threat to pedestrians. […]

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