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Hacker News Hacker News
последний пост 1 час назад
Updates to GitHub Copilot interaction data usage policy
Updates to GitHub Copilot interaction data usage policy Updates to GitHub Copilot interaction data usage policy

This past year, we’ve started incorporating interaction data from Microsoft employees and have seen meaningful improvements, including increased acceptance rates in multiple languages.

The improvements we’ve seen by incorporating Microsoft interaction data indicate we can improve model performance for a more diverse range of use cases by training on real-world interaction data.

This interaction data is required to run the service and could be used for model training unless you opt out.

We believe the future of AI-assisted development depends on real-world interaction data from developers like you.

It’s why we’re using Microsoft interaction data for model training and will begin using intera…

1 час назад @ github.blog
Ball Pit
Ball Pit

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1 час назад @ codepen.io
ARC-AGI-3
ARC-AGI-3 ARC-AGI-3

The first interactive reasoning benchmark designed to measure human-like intelligence in AI agents.

What is ARC-AGI-3?

ARC-AGI-3 is an interactive reasoning benchmark which challenges AI agents to explore novel environments, acquire goals on the fly, build adaptable world models, and learn continuously.

A 100% score means AI agents can beat every game as efficiently as humans.

Instead of solving static puzzles, agents must learn from experience inside each environment—perceiving what matters, selecting actions, and adapting their strategy without relying on natural-language instructions.

1 час назад @ arcprize.org
Meta and Google found liable in social media addiction trial
Meta and Google found liable in social media addiction trial Meta and Google found liable in social media addiction trial

While Google, as the owner of video-sharing site YouTube, was also a defendant in the case, most of the trial proceedings focused on Instagram and Meta.

As for Kaley's lawyers, they argued that Meta and Google had built "addiction machines" and failed in their responsibility to prevent children from accessing their platforms.

Kaley said she started using Instagram aged nine and Youtube aged six, and encountered no attempts to block her because of her age.

"I stopped engaging with family because I was spending all my time on social media," Kaley said during her testimony.

Another case against Meta and other social media platforms is poised to begin in June in California federal court.

2 часа назад @ bbc.co.uk
Meta and YouTube Found Negligent in Landmark Social Media Addiction Case
Meta and YouTube Found Negligent in Landmark Social Media Addiction Case

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2 часа назад @ nytimes.com
UK total wind generation record beaten today
UK total wind generation record beaten today UK total wind generation record beaten today

An energy experiment by Robin HawkesWind power recordsHistorical records of wind power in Great Britain, based on generation mix data from National Energy System Operator (NESO).

3 часа назад @ renewables-map.robinhawkes.com
Tracy Kidder, Author of 'The Soul of a New Machine,' Dies at 80
Tracy Kidder, Author of 'The Soul of a New Machine,' Dies at 80

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3 часа назад @ nytimes.com
Jury says Meta knowingly harmed children for profit, awarding landmark verdict
Jury says Meta knowingly harmed children for profit, awarding landmark verdict Jury says Meta knowingly harmed children for profit, awarding landmark verdict

What will change on Meta’s platformsThe social media conglomerate won’t be forced to change its practices right away.

New Mexico’s case was among the first to reach trial in a wave of litigation involving social media platforms and their impacts on children.

AdvertisementNew Mexico’s case relied on an undercover investigation where agents created social media accounts posing as children to document sexual solicitations and Meta’s response.

Gen. Raúl Torrez, also said Meta hasn’t fully disclosed or addressed the dangers of social media addiction.

The jury also heard testimony from local public school educators who struggled with disruptions linked to social media, including sextortion scheme…

3 часа назад @ latimes.com
Slovenian officials catch Israeli firm Black Cube trying to manipulate vote
Slovenian officials catch Israeli firm Black Cube trying to manipulate vote

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3 часа назад @ wsj.com
A Eulogy for Vim
A Eulogy for Vim A Eulogy for Vim

The people he entrusted Vim to were not strangers, they knew Bram and worked with him often, and he trusted them.

Even knowing Bram only through Vim, I know he and I disagreed often.

I do what I can to avoid it, and sadly even Vim now comes under scrutiny in that effort as both Vim and NeoVim are relying on LLMs to develop the software.

The last version of Vim released during Bram’s lifetime was Vim 9.0.

Patch 148 was the patch immediately prior to the introduction of Vim9 Script, Vim 9.0’s flagship feature.

4 часа назад @ drewdevault.com
Quantization from the Ground Up
Quantization from the Ground Up Quantization from the Ground Up

-0.89 0.16 -8 -7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 -0.89 0.16 0.08 -0.13 -0.54 0.16 -0.89 -8 -7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 -0.89 0.16 0.08 -0.13 -0.54The dequantize function is only slightly more complicated than the symmetric version, this time requiring a subtraction as well as a multiplication.

BenchmarkingI wrote a whole post on LLM benchmarking, and one of the ways people measure the impact of quantization is to compare a model's score on some benchmarks before and after quantization.

ConclusionThe main thing I want you to take away from this post is that quantized models are pretty good, actually.

Some models these days go through what's called "quantization aware training" or …

4 часа назад @ ngrok.com
Musketeer d'Artagnan's remains believed found under Dutch church
Musketeer d'Artagnan's remains believed found under Dutch church Musketeer d'Artagnan's remains believed found under Dutch church

More than 350 years after the death of legendary French musketeer d'Artagnan, remains have been found under the floor of a Dutch church that may well have been his.

Jos Valke, who is deacon at St Peter and Paul Church in Maastricht, helped unearth the skeleton and is 99% certain that the remains belong to Charles de Batz de Castelmore, a close aide to France's Sun King Louis XIV who was known as Count d'Artagnan.

D'Artagnan was killed during the Siege of Maastricht in 1673, but later immortalised in the adventure stories of Alexandre Dumas as a friend of the Three Musketeers.

His remains were long rumoured to have been buried in the church but no evidence has been found until now.

4 часа назад @ bbc.co.uk
Sony V. Cox Decision Reversed
Sony V. Cox Decision Reversed

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4 часа назад @ supreme.justia.com
Hubble Snaps a New Dazzling Photo of the Crab Nebula
Hubble Snaps a New Dazzling Photo of the Crab Nebula Hubble Snaps a New Dazzling Photo of the Crab Nebula

That dazzling supernova would later become the Crab Nebula, and the space telescope that bears Hubble’s name recently snapped an incredible picture of it a quarter century after the first image it took.

THE FATE OF OUR STARS: By comparing the first photo of the Crab Nebula, taken 25 years ago (left) with the latest photo, taken in 2024, astronomers can see how the nebula has changed over time.

By comparing the two images, NASA astronomers like William Blair of Johns Hopkins University can track how the nebula has evolved over time.

The outer filaments of the Crab Nebula are estimated to be moving at 3.4 million miles per hour.

Lead image: NASA, ESA, STScI, William Blair (JHU); Image Process…

4 часа назад @ nautil.us
Supreme Court Sides with Cox in Copyright Fight over Pirated Music
Supreme Court Sides with Cox in Copyright Fight over Pirated Music

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5 часов назад @ nytimes.com
Hacker News Hacker News
последний пост 1 час назад
Antimatter has been transported for the first time
Antimatter has been transported for the first time Antimatter has been transported for the first time

Scientists successfully transported 92 antiprotons in a truck around CERN, Europe’s particle physics laboratory, using specialized bottles which prevent contact with matter.Credit: CERNAntimatter is matter’s equal and opposite.

On 24 March, a team at CERN, the European particle-physics laboratory near Geneva, Switzerland, transported 92 antiprotons in a specially designed bottle that traps the particles using magnetic fields.

The bottle travelled on the back of a truck, taking a 30-minute journey around the lab’s site.

CERN makes antimatter by colliding beams of protons into a dense metal, then using electric and magnetic fields to slow and capture the antiprotons that emerge.

The bottle ha…

5 часов назад @ nature.com
OpenAI's latest repo has Claude as the third top contributor
OpenAI's latest repo has Claude as the third top contributor

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5 часов назад @ twitter.com
Ubuntu wants to strip some of GRUB features in 26.10 for security purposes
Ubuntu wants to strip some of GRUB features in 26.10 for security purposes Ubuntu wants to strip some of GRUB features in 26.10 for security purposes

Ubuntu systems support secure boot using grub.

Support for LUKS-encrypted disksIn effect systems must boot with /boot on a raw ext4 partition (whether a separate or inside of /); on GPT or MBR disks.

This means for example, that an encrypted system must use an ext4 /boot partition; it is no longer possible to encrypt the /boot partition.

Likewise a system on ZFS, XFS, BTRFS must use an ext4 /boot partition.

RAID systems are usually set up by mirroring the /boot partition, rather than putting /boot on a RAID natively, so this should not be a substantial loss.

5 часов назад @ discourse.ubuntu.com
Apple Just Lost Me
Apple Just Lost Me

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5 часов назад @ andregarzia.com
Thoughts on Slowing the Fuck Down
Thoughts on Slowing the Fuck Down Thoughts on Slowing the Fuck Down

Thoughts on slowing the fuck down2026-03-25The turtle's face is me looking at our industryTable of contentsIt's been about a year since coding agents appeared on the scene that could actually build you full projects.

With an orchestrated army of agents, there is no bottleneck, no human pain.

And I would like to suggest that slowing the fuck down is the way to go.

And slowing the fuck down and suffering some friction is what allows you to learn and grow.

You can sleep well knowing that you still have an idea what the fuck is going on, and that you have agency.

6 часов назад @ mariozechner.at
Local LLM by Ente
Local LLM by Ente Local LLM by Ente

Based on these assumptions, we've been working on Ensu, Ente's offline LLM app.

The issue is that there is a capability gap between large centralized models and smaller models that can be run offline on your device.

Once smaller models will cross a certain threshold, they will be sufficient to provide joy, utility and convenience in the life of people.

There is a precise destination - a private, personal LLM with encrypted sync - however the path to it is hazy.

You can write to us at [email protected], or join our Discord and head over to the #ensu channel.

7 часов назад @ ente.com
Open source isn't a tip jar – it's time to charge for access
Open source isn't a tip jar – it's time to charge for access Open source isn't a tip jar – it's time to charge for access

Opinion Time and again, I see people begging for companies with deep pockets to fund open source projects.

Another hidden cost is that open source maintainers must deal with a flood of bogus AI slop security reports.

According to Synopsys's 2025 Open Source Security and Risk Analysis (OSSRA) report, more than 97 percent of commercial software projects use open source dependencies.

We have the Linux Foundation to manage commercial open source projects, the Apache Foundation to oversee its various open source programs, the Open Source Initiative (OSI) to coordinate open source licenses, and many more for various specific projects.

Businesses, open source software, and maintainers will all be …

8 часов назад @ theregister.com
Building a coding agent in Swift from scratch
Building a coding agent in Swift from scratch Building a coding agent in Swift from scratch

Exploring the architecture of coding agents by rebuilding a Claude Code-style CLI from scratch in Swift.

user ( query ) ) while true { let request = APIRequest ( model : model , system : systemPrompt , messages : messages , tools : Self .

toolDefinitions ) let response = try await apiClient .

assistant , content : response .

toolUse ( let id , let name , let input ) = block { let output = await executeTool ( name : name , input : input ) results .

9 часов назад @ github.com
I tried to prove I'm not AI. My aunt wasn't convinced
I tried to prove I'm not AI. My aunt wasn't convinced I tried to prove I'm not AI. My aunt wasn't convinced

Even my aunt wasn't sure if I was a deepfake.

AI is so convincing that a sitting prime minister struggled to prove he's alive.

I had explained I was going to call her back and she'd either be talking to the real me or an AI deepfake.

At first, my aunt wasn't buying that any AI was involved.

That's a question Israeli prime minister Benjamin Netanyahu had to ask himself this month.

9 часов назад @ bbc.com
Meta told to pay $375M for misleading users over child safety
Meta told to pay $375M for misleading users over child safety Meta told to pay $375M for misleading users over child safety

Meta is also involved in a separate trial in Los Angeles, in which a young woman claims that she became addicted to platforms like Instagram and YouTube, owned by Google, as a child because of how they are intentionally designed.

11 часов назад @ bbc.com
I Forked Httpx
I Forked Httpx I Forked Httpx

Why I forked httpxpublished on 2026-03-25 · tagged with #httpx, #httpxyz and #pythonYesterday I forked httpx.

In a discussion from October 2024, it was laid out that the 1.0 might look very different than the current version of httpx.

The author previously added breaking changes in minor updates, causing churn for many people, stating “The httpx package is not yet at a 1.0 SEMVER release” ref.

Surely it’s lots of workThere has been no release since 2024 for httpx.

If you’d use import httpxyz as httpx , many things will just work but some more intricate setups and/or plugins and extensions might not.

12 часов назад @ tildeweb.nl
Implementing automatic eSIM installation on Android
Implementing automatic eSIM installation on Android

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14 часов назад @ medium.com
TurboQuant: Redefining AI efficiency with extreme compression
TurboQuant: Redefining AI efficiency with extreme compression TurboQuant: Redefining AI efficiency with extreme compression

Vector quantization is a powerful, classical data compression technique that reduces the size of high-dimensional vectors.

However, traditional vector quantization usually introduces its own "memory overhead” as most methods require calculating and storing (in full precision) quantization constants for every small block of data.

This overhead can add 1 or 2 extra bits per number, partially defeating the purpose of vector quantization.

Today, we introduce TurboQuant (to be presented at ICLR 2026), a compression algorithm that optimally addresses the challenge of memory overhead in vector quantization.

This has potentially profound implications for all compression-reliant use cases, including…

15 часов назад @ research.google
Social media bans and digital curfews to be trialled on UK teenagers
Social media bans and digital curfews to be trialled on UK teenagers Social media bans and digital curfews to be trialled on UK teenagers

The test, led by the UK government, will see 300 teens involved have their social apps disabled entirely, blocked overnight or capped to one hour's use - with some also seeing no such changes at all - in order to compare their experiences.

15 часов назад @ bbc.com
Miscellanea: The War in Iran
Miscellanea: The War in Iran Miscellanea: The War in Iran

This post is a set of my observations on the current war in Iran and my thoughts on the broader strategic implications.

Essentially, the futures markets are still hedging on the idea that this war might end and normal trade might resume pretty soon, a position encouraged by the current administration, which claims it has been negotiating with Iran (Iran denied the claim).

A war in which Israel cripples Iran in 2026 but finds itself wholly diplomatically isolated in 2029 is a truly pyrrhic victory.

Of course the war, while quickly becoming an expensive, self-inflicted wound for the United States has also been disastrous for Iran.

Every actor involved in this war – the United States, Iran, ar…

15 часов назад @ acoup.blog
Lobsters Lobsters
последний пост 56 минут назад
One File - What if your lockfile and your package list were the same file?
One File - What if your lockfile and your package list were the same file? One File - What if your lockfile and your package list were the same file?

What if your lockfile and your package list were the same file?

The gradient#In Mere, a profile is described by a profile.kdl file.

But because the output is valid input, you get exact reproduction for free just by keeping the file around.

mere profile apply profile.kdl does the same thing from a file.

The intent file and the lock file can drift — you update one and forget to regenerate the other.

56 минут назад @ merelinux.org
Apple’s macOS UNIX certification is a lie
Apple’s macOS UNIX certification is a lie Apple’s macOS UNIX certification is a lie

Well, it turns out that if you actually dive into Apple’s conformance statements for macOS’ UNIX certification, it doesn’t really mean anything at all.

First and foremost, we have to understand what UNIX certification really means.

In table form:Trademark SUS version SUS published in: SUS last amended in: UNIX® 93 n.a.

To gain its much-vaunted UNIX certification for macOS, Apple cheats.

AIX, HP-UX, and Solaris do not require any meaningful changes to pass UNIX certification testing.

1 час назад @ osnews.com
Which Design Doc Did a Human Write?
Which Design Doc Did a Human Write? Which Design Doc Did a Human Write?

Images were a dead giveaway🔗My actual design doc has diagrams, so I told the AI agents to include diagrams as well.

They miss the hard problems🔗The biggest thing missing from both AI-generated design docs is a sense of what the hard problems were.

Design docs force you to think through issues at design time that would be expensive to fix at implementation or release time.

When you read a human-written design doc, you can intuit the tough decisions based on how much real estate they occupy in the doc.

Implementation now in progress🔗Now that the design doc is done, I’m implementing this app and distributing it under a FOSS-ish license.

1 час назад @ refactoringenglish.com
Jon Gjengset: The Cost of Concurrency Coordination
Jon Gjengset: The Cost of Concurrency Coordination Jon Gjengset: The Cost of Concurrency Coordination

Comments

2 часа назад @ youtube.com
Thoughts on slowing the fuck down
Thoughts on slowing the fuck down Thoughts on slowing the fuck down

Thoughts on slowing the fuck down2026-03-25The turtle's face is me looking at our industryTable of contentsIt's been about a year since coding agents appeared on the scene that could actually build you full projects.

With an orchestrated army of agents, there is no bottleneck, no human pain.

And I would like to suggest that slowing the fuck down is the way to go.

And slowing the fuck down and suffering some friction is what allows you to learn and grow.

You can sleep well knowing that you still have an idea what the fuck is going on, and that you have agency.

2 часа назад @ mariozechner.at
Your First Parser
Your First Parser Your First Parser

Guide: Your first parser Section titled “Guide: Your first parser”Build a config file parser from scratch, learning Parseff along the way.

take_while ( fun c -> c <> '' ) in ()or_ tries the left parser.

skip_while ( fun c -> c = ' ' || c = '\t' ) ; Parseff .

one_of [ ( fun () -> comment () ; None ) ; ( fun () -> Some ( entry () )) ; ( fun () -> None ) ; (* blank line: always succeeds *) ] ()one_of tries each parser in order until one succeeds.

take_while ~ at_least : 1 ( fun c -> c <> ',' && c <> '' ) ~ label : "tag" ) ( fun () -> Parseff .

3 часа назад @ davesnx.github.io
Mojo's not (yet) Python
Mojo's not (yet) Python Mojo's not (yet) Python

It will be, when complete, a strict superset of the Python language.” And the homepage talks about Python interoperability.

mojo $ mojo run build .

$ mojo run build .

from std.python import Python def main (): Python .

From the docs, “The Python code runs in a standard Python interpreter (CPython).”Let's see Python, Cython, PyPy, and Mojo all together then.

3 часа назад @ theconsensus.dev
Jensen Huang on AI 'Token Factories', The Future of Labor, and 'Dying on the Job'
Jensen Huang on AI 'Token Factories', The Future of Labor, and 'Dying on the Job' Jensen Huang on AI 'Token Factories', The Future of Labor, and 'Dying on the Job'

The discussion went far beyond silicon, covering the evolution of computing into AI token factories, the profound shift in how humans will work, and his strikingly candid thoughts on mortality and legacy.

The New Definition of Coding: “Every Carpenter Will Be a Coder”Addressing the widespread anxiety that AI will eliminate human jobs, Huang completely reframed the narrative.

From Data Warehouses to AI Token FactoriesHuang framed the current technological shift as a fundamental change in the nature of computing itself.

“We went from a retrieval-based computing system to a generative-based computing system,” Huang stated.

“Intelligence is a commodity,” Huang observed, noting that as a CEO, he…

3 часа назад @ founderboat.com
Compiler Crates
Compiler Crates Compiler Crates

This project started as a collection of personal notes about Rust libraries useful for compiler development.

As I explored different crates and built prototypes, I found myself repeatedly looking up the same patterns and examples.

Each example is a working implementation that demonstrates patterns we’ve found effective in production compiler projects.

The examples are intentionally concise and focused on compiler engineering tasks.

Choosing the right combination of crates can significantly impact your compiler project’s success.

3 часа назад @ sdiehl.github.io
OpenBSD on Motorola 88000 processors
OpenBSD on Motorola 88000 processors OpenBSD on Motorola 88000 processors

m88k in a nutshellThere have been two generations of 88000 processors before Motorola reassigned all its engineers to the PowerPC.

(Picture by Kenji Aoyama)Data General chose to use the 88100 (and later the 88110) for its AViiON workstation line, but switched to Intel Pentium processors after Motorola stopped producing 88000 processors.

OpenBSD/mvme88k, the early daysNivas Madhur's code was imported in OpenBSD shortly after the creation of the OpenBSD source code repository, in october 1995.

miod, you misunderstand tell him to fix it.

don't do his shit work show him that you are going to hold him accountable no, you misunderstand.

3 часа назад @ miod.online.fr
"Disregard that!" attacks
"Disregard that!" attacks "Disregard that!" attacks

Sharing a context windowThe trouble is that often it is useful to share your context window.

The theory is that while the LLM 1's context window might be compromised with dirty untrusted input, LLM 2's "air-gapped" context window remains pristine.

LLM 1 can quite easily be tricked by untrusted input and then start trying to trick LLM 2 by sending it untrusted input.

Where this leaves poor JeffSharing your context window with people you don't trust will always, always be tempting.

You can shout into the prompt all you want, but if Henry gets to type next, it's his context window now.

5 часов назад @ calpaterson.com
Announcing Lix 2.95 “Kakigōri”
Announcing Lix 2.95 “Kakigōri” Announcing Lix 2.95 “Kakigōri”

We at the Lix team are proud to announce our sixth major release, version 2.95 “Kakigōri”.

ChangesLix 2.95 builds on the work from Lix 2.94 in improving the daemon and language to make room for future evolution.

Here is a tasting menu of changes in Lix 2.95 that we think are the most exciting.

Lix 2.95 should not produce any deprecation warnings or errors when evaluating up-to-date Nixpkgs expressions, and all warnings can be disabled if fixing them is not possible immediately.

And all the restMany more changes and improvements have gone into Lix 2.95.

6 часов назад @ lix.systems
Introducing the GNOME Fellowship program
Introducing the GNOME Fellowship program Introducing the GNOME Fellowship program

Sustaining GNOME by directly funding contributorsThe GNOME Foundation is excited to announce the GNOME Fellowship program, a new initiative to fund community members working on the long-term sustainability of the GNOME project.

The fellowship program changes that.

Thank You to Friends of GNOMEThis program is possible because of the individuals and organizations who support GNOME through Friends of GNOME donations.

If you’d like to sustain this program beyond its first year, consider becoming a Friend of GNOME.

We’re optimistic, and if it succeeds, we hope to sustain and grow the fellowship program in future years, funding more contributors across more areas of GNOME.

6 часов назад @ blogs.gnome.org
Nicole Ozer Named as Electronic Frontier Foundation’s Executive Director
Nicole Ozer Named as Electronic Frontier Foundation’s Executive Director Nicole Ozer Named as Electronic Frontier Foundation’s Executive Director

SAN FRANCISCO – Nicole Ozer has been appointed as executive director of the Electronic Frontier Foundation effective June 1.

From 2004-2025, she was founding director of the Technology and Civil Liberties Program at the American Civil Liberties Union of Northern California.

Ozer will succeed Cindy Cohn, who has been with EFF for more than 25 years and served as its executive director since 2015.

She served as EFF’s legal director and general counsel from 2000 through 2015, and as executive director since then.

Her memoir, Privacy’s Defender: My Thirty-Year Fight Against Digital Surveillance, was published March 10 by MIT Press, and she is now conducting a national book tour.

6 часов назад @ eff.org
Introducing ipxlat: a stateless IPv4/IPv6 translation device
Introducing ipxlat: a stateless IPv4/IPv6 translation device Introducing ipxlat: a stateless IPv4/IPv6 translation device

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

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

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

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

Please disable JShelter or other such plugins for this domain.

7 часов назад @ lore.kernel.org
Techmeme Techmeme
последний пост 28 минут назад
Nintendo says new first-party games exclusive to Switch 2 will have different prices for physical and digital versions in the US, beginning in May (Andy Robinson/Video Games Chronicle)
Nintendo says new first-party games exclusive to Switch 2 will have different prices for physical and digital versions in the US, beginning in May (Andy Robinson/Video Games Chronicle) Nintendo says new first-party games exclusive to Switch 2 will have different prices for physical and digital versions in the US, beginning in May (Andy Robinson/Video Games Chronicle)

Andy Robinson / Video Games Chronicle:

Nintendo says new first-party games exclusive to Switch 2 will have different prices for physical and digital versions in the US, beginning in May — STARTING WITH YOSHI AND THE MYSTERIOUS BOOK, FIRST-PARTY NINTENDO GAMES WILL HAVE DIFFERENT PRICES AS DIGITAL AND PHYSICAL VERSIONS

28 минут назад @ techmeme.com
ARC Prize Foundation unveils ARC-AGI-3, an AI benchmark with simple video-game-like scenarios designed to measure on-the-fly reasoning rather than memory recall (Mark Sullivan/Fast Company)
ARC Prize Foundation unveils ARC-AGI-3, an AI benchmark with simple video-game-like scenarios designed to measure on-the-fly reasoning rather than memory recall (Mark Sullivan/Fast Company) ARC Prize Foundation unveils ARC-AGI-3, an AI benchmark with simple video-game-like scenarios designed to measure on-the-fly reasoning rather than memory recall (Mark Sullivan/Fast Company)

Mark Sullivan / Fast Company:

ARC Prize Foundation unveils ARC-AGI-3, an AI benchmark with simple video-game-like scenarios designed to measure on-the-fly reasoning rather than memory recall — ARC-AGI-3 tests whether models can reason through novel problems, not just recall patterns, a task even top systems still struggle to do.

48 минут назад @ techmeme.com
Reddit says it will label automated accounts that provide a service to users and will require accounts suspected of being bots to verify they are human (Sarah Perez/TechCrunch)
Reddit says it will label automated accounts that provide a service to users and will require accounts suspected of being bots to verify they are human (Sarah Perez/TechCrunch) Reddit says it will label automated accounts that provide a service to users and will require accounts suspected of being bots to verify they are human (Sarah Perez/TechCrunch)

Sarah Perez / TechCrunch:

Reddit says it will label automated accounts that provide a service to users and will require accounts suspected of being bots to verify they are human — Would-be Reddit competitor Digg just shut down because it couldn't get a handle on the bots overrunning its site.

1 час назад @ techmeme.com
The jury in LA's social media trial finds Meta and YouTube harmed a young user via addictive design features and orders them to pay her $3M; Meta will pay 70% (New York Times)
The jury in LA's social media trial finds Meta and YouTube harmed a young user via addictive design features and orders them to pay her $3M; Meta will pay 70% (New York Times) The jury in LA's social media trial finds Meta and YouTube harmed a young user via addictive design features and orders them to pay her $3M; Meta will pay 70% (New York Times)

New York Times:

The jury in LA's social media trial finds Meta and YouTube harmed a young user via addictive design features and orders them to pay her $3M; Meta will pay 70% — A jury found the companies negligent in their app designs, harming a young user with design features that were addictive and led to her mental health distress.

2 часа назад @ techmeme.com
Social media addiction trial: a Los Angeles jury finds Meta and YouTube were negligent and failed to warn users about the dangers of using their platforms (Jonathan Vanian/CNBC)
Social media addiction trial: a Los Angeles jury finds Meta and YouTube were negligent and failed to warn users about the dangers of using their platforms (Jonathan Vanian/CNBC) Social media addiction trial: a Los Angeles jury finds Meta and YouTube were negligent and failed to warn users about the dangers of using their platforms (Jonathan Vanian/CNBC)

Jonathan Vanian / CNBC:

Social media addiction trial: a Los Angeles jury finds Meta and YouTube were negligent and failed to warn users about the dangers of using their platforms — A jury in Los Angeles determined on Wednesday that Meta and Google were negligent and failed to warn users of the dangers associated …

2 часа назад @ techmeme.com
Google launches Lyria 3 Pro music generation model, with better creative control and allowing users to create three-minute tracks, up from Lyria 3's 30 seconds (Ivan Mehta/TechCrunch)
Google launches Lyria 3 Pro music generation model, with better creative control and allowing users to create three-minute tracks, up from Lyria 3's 30 seconds (Ivan Mehta/TechCrunch) Google launches Lyria 3 Pro music generation model, with better creative control and allowing users to create three-minute tracks, up from Lyria 3's 30 seconds (Ivan Mehta/TechCrunch)

Ivan Mehta / TechCrunch:

Google launches Lyria 3 Pro music generation model, with better creative control and allowing users to create three-minute tracks, up from Lyria 3's 30 seconds — Google announced on Wednesday that it's releasing Lyria 3 Pro, a music generation model, a month after Lyria 3's release.

3 часа назад @ techmeme.com
Sen. Bernie Sanders and Rep. Alexandria Ocasio-Cortez plan to introduce legislation to pause new data center construction until AI safeguards are in place (Maria Curi/Axios)
Sen. Bernie Sanders and Rep. Alexandria Ocasio-Cortez plan to introduce legislation to pause new data center construction until AI safeguards are in place (Maria Curi/Axios) Sen. Bernie Sanders and Rep. Alexandria Ocasio-Cortez plan to introduce legislation to pause new data center construction until AI safeguards are in place (Maria Curi/Axios)

Maria Curi / Axios:

Sen. Bernie Sanders and Rep. Alexandria Ocasio-Cortez plan to introduce legislation to pause new data center construction until AI safeguards are in place — Sen. Bernie Sanders (I-Vt.) and Rep. Alexandria Ocasio-Cortez (D-N.Y.) on Wednesday will announce legislation to pause …

3 часа назад @ techmeme.com
Sources: cloud provider Vultr is seeking to raise $1B+ to expand its AI computing capacity, after raising $333M at a $3.5B valuation in 2024 (The Information)
Sources: cloud provider Vultr is seeking to raise $1B+ to expand its AI computing capacity, after raising $333M at a $3.5B valuation in 2024 (The Information) Sources: cloud provider Vultr is seeking to raise $1B+ to expand its AI computing capacity, after raising $333M at a $3.5B valuation in 2024 (The Information)

The Information:

Sources: cloud provider Vultr is seeking to raise $1B+ to expand its AI computing capacity, after raising $333M at a $3.5B valuation in 2024 — Vultr, one of the oldest independent cloud providers, is seeking to raise at least $1 billion in new capital so it can compete with a growing list …

3 часа назад @ techmeme.com
Epic Microsystems, which designs power delivery architecture for better thermal and efficiency management of AI data centers, raised a $21M Series A (Chris Metinko/Axios)
Epic Microsystems, which designs power delivery architecture for better thermal and efficiency management of AI data centers, raised a $21M Series A (Chris Metinko/Axios) Epic Microsystems, which designs power delivery architecture for better thermal and efficiency management of AI data centers, raised a $21M Series A (Chris Metinko/Axios)

Chris Metinko / Axios:

Epic Microsystems, which designs power delivery architecture for better thermal and efficiency management of AI data centers, raised a $21M Series A — What to read next

3 часа назад @ techmeme.com
Source: as part of its Google deal, Apple has full access to the Gemini model in its own data centers and can use distillation to produce smaller models (The Information)
Source: as part of its Google deal, Apple has full access to the Gemini model in its own data centers and can use distillation to produce smaller models (The Information) Source: as part of its Google deal, Apple has full access to the Gemini model in its own data centers and can use distillation to produce smaller models (The Information)

The Information:

Source: as part of its Google deal, Apple has full access to the Gemini model in its own data centers and can use distillation to produce smaller models — Before we get to today's column, we wanted to flag OpenAI CEO Sam Altman's major reorg, the company's new “Spud” model and its decision …

4 часа назад @ techmeme.com
Charlotte-based Lucid Bots, which manufactures autonomous drones for cleaning windows, raised a $20M Series B co-led by Cubit and Idea Fund (Rebecca Szkutak/TechCrunch)
Charlotte-based Lucid Bots, which manufactures autonomous drones for cleaning windows, raised a $20M Series B co-led by Cubit and Idea Fund (Rebecca Szkutak/TechCrunch) Charlotte-based Lucid Bots, which manufactures autonomous drones for cleaning windows, raised a $20M Series B co-led by Cubit and Idea Fund (Rebecca Szkutak/TechCrunch)

Rebecca Szkutak / TechCrunch:

Charlotte-based Lucid Bots, which manufactures autonomous drones for cleaning windows, raised a $20M Series B co-led by Cubit and Idea Fund — Andrew Ashur, the founder and CEO of window cleaning robot startup Lucid Bots, likes to joke that his company is the antithesis of the robotics industry right now.

4 часа назад @ techmeme.com
Google Research details TurboQuant, a quantization algorithm to enable massive compression of LLMs and vector search engines without sacrificing accuracy (Google Research)
Google Research details TurboQuant, a quantization algorithm to enable massive compression of LLMs and vector search engines without sacrificing accuracy (Google Research) Google Research details TurboQuant, a quantization algorithm to enable massive compression of LLMs and vector search engines without sacrificing accuracy (Google Research)

Google Research:

Google Research details TurboQuant, a quantization algorithm to enable massive compression of LLMs and vector search engines without sacrificing accuracy — Amir Zandieh, Research Scientist, and Vahab Mirrokni, VP and Google Fellow, Google Research — We introduce a set …

4 часа назад @ techmeme.com
SCOTUS rules unanimously that Cox could not be held liable for the piracy of thousands of songs online, after music labels sued the internet provider in 2018 (Ann E. Marimow/New York Times)
SCOTUS rules unanimously that Cox could not be held liable for the piracy of thousands of songs online, after music labels sued the internet provider in 2018 (Ann E. Marimow/New York Times) SCOTUS rules unanimously that Cox could not be held liable for the piracy of thousands of songs online, after music labels sued the internet provider in 2018 (Ann E. Marimow/New York Times)

Ann E. Marimow / New York Times:

SCOTUS rules unanimously that Cox could not be held liable for the piracy of thousands of songs online, after music labels sued the internet provider in 2018 — Leading music labels sued Cox Communications for failing to terminate accounts of subscribers flagged for distributing copyrighted music.

5 часов назад @ techmeme.com
Glimpse, which uses AI agents to let 200+ brands automate financial deduction processes, raised a $35M Series A led by a16z, bringing its total raised to $52M (Dominic-Madori Davis/TechCrunch)
Glimpse, which uses AI agents to let 200+ brands automate financial deduction processes, raised a $35M Series A led by a16z, bringing its total raised to $52M (Dominic-Madori Davis/TechCrunch) Glimpse, which uses AI agents to let 200+ brands automate financial deduction processes, raised a $35M Series A led by a16z, bringing its total raised to $52M (Dominic-Madori Davis/TechCrunch)

Dominic-Madori Davis / TechCrunch:

Glimpse, which uses AI agents to let 200+ brands automate financial deduction processes, raised a $35M Series A led by a16z, bringing its total raised to $52M — Dispute-tracking fintech Glimpse announced Wednesday that it raised a $35 million Series A led by Andreessen Horowitz, with participation from 8VC and Y Combinator.

5 часов назад @ techmeme.com
Notch, which is developing an OS designed for high-compliance sectors, raised a $30M Series A led by Headline, after pivoting from being a specialty insurer (Duncan Riley/SiliconANGLE)
Notch, which is developing an OS designed for high-compliance sectors, raised a $30M Series A led by Headline, after pivoting from being a specialty insurer (Duncan Riley/SiliconANGLE) Notch, which is developing an OS designed for high-compliance sectors, raised a $30M Series A led by Headline, after pivoting from being a specialty insurer (Duncan Riley/SiliconANGLE)

Duncan Riley / SiliconANGLE:

Notch, which is developing an OS designed for high-compliance sectors, raised a $30M Series A led by Headline, after pivoting from being a specialty insurer — Notch Ltd., a startup offering an artificial intelligence operating system for regulated industries, today announced …

6 часов назад @ techmeme.com
Techmeme Techmeme
последний пост 28 минут назад
Elon Musk says X will "pause" new creator monetization rules that would base payouts on engagement from a user's local audience, after criticism from creators (Ivan Mehta/TechCrunch)
Elon Musk says X will "pause" new creator monetization rules that would base payouts on engagement from a user's local audience, after criticism from creators (Ivan Mehta/TechCrunch) Elon Musk says X will "pause" new creator monetization rules that would base payouts on engagement from a user's local audience, after criticism from creators (Ivan Mehta/TechCrunch)

Ivan Mehta / TechCrunch:

Elon Musk says X will “pause” new creator monetization rules that would base payouts on engagement from a user's local audience, after criticism from creators — Social media platform X swiftly backtracked on its announcement regarding new rules for creator monetization …

6 часов назад @ techmeme.com
Meta confirms plans to lay off staff; sources say it impacts a few hundred people across Reality Labs, its social media teams, recruiting, and some sales roles (Jyoti Mann/The Information)
Meta confirms plans to lay off staff; sources say it impacts a few hundred people across Reality Labs, its social media teams, recruiting, and some sales roles (Jyoti Mann/The Information) Meta confirms plans to lay off staff; sources say it impacts a few hundred people across Reality Labs, its social media teams, recruiting, and some sales roles (Jyoti Mann/The Information)

Jyoti Mann / The Information:

Meta confirms plans to lay off staff; sources say it impacts a few hundred people across Reality Labs, its social media teams, recruiting, and some sales roles — Meta Platforms will lay off a few hundred people across the company on Wednesday, according to two people familiar with the matter …

6 часов назад @ techmeme.com
Normal Computing, which uses AI to help chip companies design chips more efficiently, raised $50M led by Samsung Catalyst and says it has 5+ top chip clients (Sharon Goldman/Fortune)
Normal Computing, which uses AI to help chip companies design chips more efficiently, raised $50M led by Samsung Catalyst and says it has 5+ top chip clients (Sharon Goldman/Fortune) Normal Computing, which uses AI to help chip companies design chips more efficiently, raised $50M led by Samsung Catalyst and says it has 5+ top chip clients (Sharon Goldman/Fortune)

Sharon Goldman / Fortune:

Normal Computing, which uses AI to help chip companies design chips more efficiently, raised $50M led by Samsung Catalyst and says it has 5+ top chip clients — Normal Computing has raised $50 million in a round led by Samsung Catalyst as the startup pursues a two-pronged bet on the future of AI hardware …

6 часов назад @ techmeme.com
Legal AI company Harvey raised $200M led by GIC and Sequoia at an $11B valuation, up from $8B in December 2025, and reports 100K+ users at 1,300+ organizations (Ashley Capoot/CNBC)
Legal AI company Harvey raised $200M led by GIC and Sequoia at an $11B valuation, up from $8B in December 2025, and reports 100K+ users at 1,300+ organizations (Ashley Capoot/CNBC) Legal AI company Harvey raised $200M led by GIC and Sequoia at an $11B valuation, up from $8B in December 2025, and reports 100K+ users at 1,300+ organizations (Ashley Capoot/CNBC)

Ashley Capoot / CNBC:

Legal AI company Harvey raised $200M led by GIC and Sequoia at an $11B valuation, up from $8B in December 2025, and reports 100K+ users at 1,300+ organizations — With OpenAI and Anthropic soaring to a combined valuation of more than $1 trillion, some in the artificial intelligence industry fear …

6 часов назад @ techmeme.com
Sources: AI science startup Periodic Labs, founded by ex-OpenAI VP Liam Fedus and DeepMind's Ekin Cubuk, aims to raise hundreds of millions at a ~$7B valuation (Bloomberg)
Sources: AI science startup Periodic Labs, founded by ex-OpenAI VP Liam Fedus and DeepMind's Ekin Cubuk, aims to raise hundreds of millions at a ~$7B valuation (Bloomberg) Sources: AI science startup Periodic Labs, founded by ex-OpenAI VP Liam Fedus and DeepMind's Ekin Cubuk, aims to raise hundreds of millions at a ~$7B valuation (Bloomberg)

Bloomberg:

Sources: AI science startup Periodic Labs, founded by ex-OpenAI VP Liam Fedus and DeepMind's Ekin Cubuk, aims to raise hundreds of millions at a ~$7B valuation — Periodic Labs, an artificial intelligence research startup founded last year by former OpenAI and DeepMind staffers …

6 часов назад @ techmeme.com
US official: Trump plans to name Mark Zuckerberg, Larry Ellison, and Jensen Huang to the Council of Advisors on Science and Tech, co-chaired by David Sacks (Wall Street Journal)
US official: Trump plans to name Mark Zuckerberg, Larry Ellison, and Jensen Huang to the Council of Advisors on Science and Tech, co-chaired by David Sacks (Wall Street Journal) US official: Trump plans to name Mark Zuckerberg, Larry Ellison, and Jensen Huang to the Council of Advisors on Science and Tech, co-chaired by David Sacks (Wall Street Journal)

Wall Street Journal:

US official: Trump plans to name Mark Zuckerberg, Larry Ellison, and Jensen Huang to the Council of Advisors on Science and Tech, co-chaired by David Sacks — Group to advise the president on how to regulate artificial intelligence, among other issues — WASHINGTON—President Trump plans …

6 часов назад @ techmeme.com
Apple rolls out mandatory UK age verification with iOS 26.4, requiring users to provide a credit card or ID, a first in Europe, after UK government pressure (Tim Bradshaw/Financial Times)
Apple rolls out mandatory UK age verification with iOS 26.4, requiring users to provide a credit card or ID, a first in Europe, after UK government pressure (Tim Bradshaw/Financial Times) Apple rolls out mandatory UK age verification with iOS 26.4, requiring users to provide a credit card or ID, a first in Europe, after UK government pressure (Tim Bradshaw/Financial Times)

Tim Bradshaw / Financial Times:

Apple rolls out mandatory UK age verification with iOS 26.4, requiring users to provide a credit card or ID, a first in Europe, after UK government pressure — Move follows pressure from government on smartphone makers to do more to protect children online

7 часов назад @ techmeme.com
Temu owner PDD reports Q4 revenue up 12% YoY to ~$18B and net profit down 11% YoY to ~$3.56B, below ~$4B est., as it seeks to retain merchants on its platform (Tracy Qu/Wall Street Journal)
Temu owner PDD reports Q4 revenue up 12% YoY to ~$18B and net profit down 11% YoY to ~$3.56B, below ~$4B est., as it seeks to retain merchants on its platform (Tracy Qu/Wall Street Journal) Temu owner PDD reports Q4 revenue up 12% YoY to ~$18B and net profit down 11% YoY to ~$3.56B, below ~$4B est., as it seeks to retain merchants on its platform (Tracy Qu/Wall Street Journal)

Tracy Qu / Wall Street Journal:

Temu owner PDD reports Q4 revenue up 12% YoY to ~$18B and net profit down 11% YoY to ~$3.56B, below ~$4B est., as it seeks to retain merchants on its platform — The comphad cautioned that its performance could fluctuate as it rolled out support to keep merchants from defecting to other platforms

7 часов назад @ techmeme.com
AI note taking startup Granola raised $125M led by Index Ventures at a $1.5B valuation, and plans Claude integrations and agentic AI features in the next year (Rebecca Torrence/Bloomberg)
AI note taking startup Granola raised $125M led by Index Ventures at a $1.5B valuation, and plans Claude integrations and agentic AI features in the next year (Rebecca Torrence/Bloomberg) AI note taking startup Granola raised $125M led by Index Ventures at a $1.5B valuation, and plans Claude integrations and agentic AI features in the next year (Rebecca Torrence/Bloomberg)

Rebecca Torrence / Bloomberg:

AI note taking startup Granola raised $125M led by Index Ventures at a $1.5B valuation, and plans Claude integrations and agentic AI features in the next year — Granola Inc., a startup whose artificial intelligence software has been gaining traction as a notetaking tool among Silicon Valley workers …

8 часов назад @ techmeme.com
Memo: Mark Zuckerberg launches Meta Small Business, a company-wide priority to support entrepreneurship and drive AI use, led by Dina Powell McCormick and more (Axios)
Memo: Mark Zuckerberg launches Meta Small Business, a company-wide priority to support entrepreneurship and drive AI use, led by Dina Powell McCormick and more (Axios) Memo: Mark Zuckerberg launches Meta Small Business, a company-wide priority to support entrepreneurship and drive AI use, led by Dina Powell McCormick and more (Axios)

Axios:

Memo: Mark Zuckerberg launches Meta Small Business, a company-wide priority to support entrepreneurship and drive AI use, led by Dina Powell McCormick and more — - Zuckerberg asks product managers, designers, engineers and other employees to reach out if they want to work on the new effort.

8 часов назад @ techmeme.com
Q&A with Arm CEO Rene Haas on changing Arm's culture, working with SoftBank, developing its Arm AGI CPU data center chip fabricated by TSMC, and more (Lauren Goode/Wired)
Q&A with Arm CEO Rene Haas on changing Arm's culture, working with SoftBank, developing its Arm AGI CPU data center chip fabricated by TSMC, and more (Lauren Goode/Wired) Q&A with Arm CEO Rene Haas on changing Arm's culture, working with SoftBank, developing its Arm AGI CPU data center chip fabricated by TSMC, and more (Lauren Goode/Wired)

Lauren Goode / Wired:

Q&A with Arm CEO Rene Haas on changing Arm's culture, working with SoftBank, developing its Arm AGI CPU data center chip fabricated by TSMC, and more — Arm just confirmed the rumors: It's producing its own chip for the first time. CEO Rene Haas explains why this won't alienate …

8 часов назад @ techmeme.com
Kansas-based NoTraffic, which uses AI-driven operating systems and sensor data to optimize intersection traffic flow, raised a $90M Series C led by PSG Equity (Chris Metinko/Axios)
Kansas-based NoTraffic, which uses AI-driven operating systems and sensor data to optimize intersection traffic flow, raised a $90M Series C led by PSG Equity (Chris Metinko/Axios) Kansas-based NoTraffic, which uses AI-driven operating systems and sensor data to optimize intersection traffic flow, raised a $90M Series C led by PSG Equity (Chris Metinko/Axios)

Chris Metinko / Axios:

Kansas-based NoTraffic, which uses AI-driven operating systems and sensor data to optimize intersection traffic flow, raised a $90M Series C led by PSG Equity — What to read next

9 часов назад @ techmeme.com
Chinese AI company Kuaishou reports Q4 revenue up 12% YoY to ~$5.7B, meeting est., adjusted net income up 16% YoY, and Kling text-to-video revenue of ~$49M (Rachel Yeo/Bloomberg)
Chinese AI company Kuaishou reports Q4 revenue up 12% YoY to ~$5.7B, meeting est., adjusted net income up 16% YoY, and Kling text-to-video revenue of ~$49M (Rachel Yeo/Bloomberg) Chinese AI company Kuaishou reports Q4 revenue up 12% YoY to ~$5.7B, meeting est., adjusted net income up 16% YoY, and Kling text-to-video revenue of ~$49M (Rachel Yeo/Bloomberg)

Rachel Yeo / Bloomberg:

Chinese AI company Kuaishou reports Q4 revenue up 12% YoY to ~$5.7B, meeting est., adjusted net income up 16% YoY, and Kling text-to-video revenue of ~$49M — Kuaishou Technology said the rapid scaling up of its generative artificial intelligence tools drove revenue growth.

9 часов назад @ techmeme.com
X says it is updating its revenue-sharing incentives to give more weight to engagement from a user's home region, hoping to "disincentivize" gaming US attention (Mariella Moon/Engadget)
X says it is updating its revenue-sharing incentives to give more weight to engagement from a user's home region, hoping to "disincentivize" gaming US attention (Mariella Moon/Engadget) X says it is updating its revenue-sharing incentives to give more weight to engagement from a user's home region, hoping to "disincentivize" gaming US attention (Mariella Moon/Engadget)

Mariella Moon / Engadget:

X says it is updating its revenue-sharing incentives to give more weight to engagement from a user's home region, hoping to “disincentivize” gaming US attention — The website's location transparency feature revealed dozens of pro-Trump accounts were based in other countries.

9 часов назад @ techmeme.com
How internet censorship tech maker Sandvine, a vendor to repressive regimes like Egypt, nearly collapsed before US restrictions forced new ownership and a pivot (Ryan Gallagher/Bloomberg)
How internet censorship tech maker Sandvine, a vendor to repressive regimes like Egypt, nearly collapsed before US restrictions forced new ownership and a pivot (Ryan Gallagher/Bloomberg) How internet censorship tech maker Sandvine, a vendor to repressive regimes like Egypt, nearly collapsed before US restrictions forced new ownership and a pivot (Ryan Gallagher/Bloomberg)

Ryan Gallagher / Bloomberg:

How internet censorship tech maker Sandvine, a vendor to repressive regimes like Egypt, nearly collapsed before US restrictions forced new ownership and a pivot — Sandvine built a business offering network management tools that, in the wrong hands, could be used for censorship, until the US government intervened.

9 часов назад @ techmeme.com
GitHub Trending GitHub Trending
последний пост 18 часов назад
harry0703/MoneyPrinterTurbo
harry0703/MoneyPrinterTurbo harry0703/MoneyPrinterTurbo

Install ffmpeg on your system, or set the IMAGEIO_FFMPEG_EXE environment variable.

To enablerepo look-ups and downloads online, pass 'local files only=False' as input.

Please check your internet connection and try again.

Trying to load the model directly from the local cache, if it exists.

解决方法:点击查看如何从网盘手动下载模型反馈建议 📢可以提交 issue 或者 pull request。许可证 📝点击查看 LICENSE 文件

18 часов назад @ github.com
Crosstalk-Solutions/project-nomad
Crosstalk-Solutions/project-nomad Crosstalk-Solutions/project-nomad

Project N.O.M.A.D.

is a self-contained, offline-first knowledge and education server packed with critical tools, knowledge, and AI to keep you informed and empowered—anytime, anywhere.

For a barebones installation of the management application itself, the following minimal specs are required:Note: Project N.O.M.A.D.

Again, Project N.O.M.A.D.

The format is , where: Submit a pull request : Once your changes are ready, submit a pull request to the main repository.

1 day, 18 hours назад @ github.com
TauricResearch/TradingAgents
TauricResearch/TradingAgents TauricResearch/TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading FrameworkNews[2026-03] TradingAgents v0.2.2 released with GPT-5.4/Gemini 3.1/Claude 4.6 model coverage, five-tier rating scale, OpenAI Responses API, Anthropic effort control, and cross-platform stability.

TradingAgents FrameworkTradingAgents is a multi-agent trading framework that mirrors the dynamics of real-world trading firms.

trading_graph import TradingAgentsGraph from tradingagents .

default_config import DEFAULT_CONFIG ta = TradingAgentsGraph ( debug = True , config = DEFAULT_CONFIG .

default_config import DEFAULT_CONFIG config = DEFAULT_CONFIG .

2 days, 17 hours назад @ github.com
voidzero-dev/vite-plus
voidzero-dev/vite-plus voidzero-dev/vite-plus

The Unified Toolchain for the Web runtime and package management, create, dev, check, test, build, pack, and monorepo task caching in a single dependencyVite+ is the unified entry point for local web development.

Vite+ is fully open-source under the MIT license.

Getting StartedInstall Vite+ globally as vp :For Linux or macOS:curl -fsSL https://vite.plus | bashFor Windows:irm https://viteplus.dev/install.ps1 | iexvp handles the full development lifecycle such as package management, development servers, linting, formatting, testing and building for production.

Configuring Vite+Vite+ can be configured using a single vite.config.ts at the root of your project:import { defineConfig } from 'vite-…

2 days, 17 hours назад @ github.com
FujiwaraChoki/MoneyPrinterV2
FujiwaraChoki/MoneyPrinterV2 FujiwaraChoki/MoneyPrinterV2

An Application that automates the process of making money online.

MPV2 (MoneyPrinter Version 2) is, as the name suggests, the second version of the MoneyPrinter project.

Watch the YouTube video hereFeaturesTwitter Bot (with CRON Jobs => scheduler )Twitter Bot (with CRON Jobs => ) YouTube Shorts Automater (with CRON Jobs => scheduler )YouTube Shorts Automater (with CRON Jobs => ) Affiliate Marketing (Amazon + Twitter)Affiliate Marketing (Amazon + Twitter) Find local businesses & cold outreachVersionsMoneyPrinter has different versions for multiple languages developed by the community for the community.

Code of ConductPlease read CODE_OF_CONDUCT.md for details on our code of conduct, and the …

2 days, 17 hours назад @ github.com
unslothai/unsloth
unslothai/unsloth unslothai/unsloth

⚡ QuickstartUnsloth can be used in two ways: through Unsloth Studio, the web UI, or through Unsloth Core, the code-based version.

Unsloth Studio (web UI)Unsloth Studio (Beta) works on Windows, Linux, WSL and macOS.

3.13 winget install -- id = astral - sh.uv - e uv venv unsloth_studio -- python 3.13 .\unsloth_studio\Scripts\activate uv pip install unsloth -- torch - backend = auto unsloth studio setup unsloth studio - H 0.0 .

3.13 winget install -- id = astral - sh.uv - e uv venv unsloth_env -- python 3.13 .\unsloth_env\Scripts\activate uv pip install unsloth -- torch - backend = autoFor Windows, pip install unsloth works only if you have PyTorch installed.

🦥 Unsloth NewsIntroducing Unsloth …

3 days, 17 hours назад @ github.com
shadps4-emu/shadPS4
shadps4-emu/shadPS4 shadps4-emu/shadPS4

shadPS4Bloodborne by From Software Hatsune Miku Project DIVA Future Tone by SEGAYakuza 0 by SEGA DRIVECLUB™ by Evolution StudiosGeneral informationshadPS4 is an early PlayStation 4 emulator for Windows, Linux and macOS written in C++.

To verify that a game works, you can look at shadPS4 Game Compatibility.

Important macOS users need at least macOS 15.4 to run shadPS4.

Controller button Keyboard equivalent LEFT AXIS UP W LEFT AXIS DOWN S LEFT AXIS LEFT A LEFT AXIS RIGHT D RIGHT AXIS UP I RIGHT AXIS DOWN K RIGHT AXIS LEFT J RIGHT AXIS RIGHT L TRIANGLE Numpad 8 or C CIRCLE Numpad 6 or B CROSS Numpad 2 or N SQUARE Numpad 4 or V PAD UP UP PAD DOWN DOWN PAD LEFT LEFT PAD RIGHT RIGHT OPTIONS RETUR…

3 days, 17 hours назад @ github.com
dimensionalOS/dimos
dimensionalOS/dimos dimensionalOS/dimos

Dimensional is agent native -- "vibecode" your robots in natural language and build (local & hosted) multi-agent systems that work seamlessly with your hardware.

sensor_msgs import Image , ImageFormat class RobotConnection ( Module ): cmd_vel : In [ Twist ] color_image : Out [ Image ] @ rpc def start ( self ): threading .

sensor_msgs import Image from dimos .

agent import agent blueprint = autoconnect ( go2_connection (), agent (), ).

transports ({( "color_image" , Image ): LCMTransport ( "/color_image" , Image )}) # Run the blueprint if __name__ == "__main__" : blueprint .

4 days, 17 hours назад @ github.com
langchain-ai/open-swe
langchain-ai/open-swe langchain-ai/open-swe

Open-source framework for building your org's internal coding agent.

Note 💬 Read the announcement blog post hereArchitectureOpen SWE makes the same core architectural decisions as the best internal coding agents.

The repo is cloned in, the agent gets full permissions, and the blast radius of any mistake is fully contained.

Invocation — Slack, Linear, and GitHubAll three companies in the article converge on Slack as the primary invocation surface.

The open_pr_if_needed middleware acts as a backstop — if the agent finishes without opening a PR, the middleware handles it automatically.

5 days, 18 hours назад @ github.com
jarrodwatts/claude-hud
jarrodwatts/claude-hud jarrodwatts/claude-hud

Claude HUDA Claude Code plugin that shows what's happening — context usage, active tools, running agents, and todo progress.

This is a Claude Code platform limitation.

Restart Claude Code to load the new statusLine config, then the HUD will appear.

Claude HUD gives you better insights into what's happening in your Claude Code session.

Restart Claude Code so it picks up the new statusLine configOn macOS, fully quit Claude Code and run claude again in your terminalRequirementsClaude Code v1.0.80+Node.js 18+ or BunDevelopmentgit clone https://github.com/jarrodwatts/claude-hud cd claude-hud npm ci && npm run build npm testSee CONTRIBUTING.md for guidelines.

5 days, 18 hours назад @ github.com
affaan-m/everything-claude-code
affaan-m/everything-claude-code affaan-m/everything-claude-code

Production-ready agents, hooks, commands, rules, and MCP configurations evolved over 10+ months of intensive daily use building real products.

🚀 Quick StartGet up and running in under 2 minutes:Step 1: Install the Plugin# Add marketplace /plugin marketplace add affaan-m/everything-claude-code # Install plugin /plugin install everything-claude-code@everything-claude-codeStep 2: Install Rules (Required)⚠️ Important: Claude Code plugins cannot distribute rules automatically.

It runs locally through Claude Code's normal CLI/plugin surface, so it works with: Anthropic-hosted Claude CodeOfficial Claude Code gateway setups using ANTHROPIC_BASE_URL and ANTHROPIC_AUTH_TOKENand Compatible custom endp…

5 days, 18 hours назад @ github.com
andrewyng/context-hub
andrewyng/context-hub andrewyng/context-hub

Or by creating an agent skill to use Chub using SKILL.md, and ideally prompting your agent to remember to use this skill.

Most of the time, it's simple — search, fetch, use:chub search " stripe payments " # find relevant docs chub get stripe/api --lang js # fetch the doc # Agent reads the doc, writes correct code.

Feedback flows back to authors — chub feedback stripe/api up or down — vote the docs up or down so they can get better for everyone over time.

Feedback (up/down ratings with optional labels) goes to doc authors, who update the content based on what's working and what isn't.

Agent feedback (up/down ratings from real usage) flows back to authors, helping surface what needs fixing an…

6 days, 18 hours назад @ github.com
langflow-ai/openrag
langflow-ai/openrag langflow-ai/openrag

OpenRAG Intelligent Agent-powered document searchOpenRAG is a comprehensive Retrieval-Augmented Generation platform that enables intelligent document search and AI-powered conversations.

The system utilizes Langflow for document ingestion, retrieval workflows, and intelligent nudges, providing a seamless RAG experience.

run ( main ())📖 Full Python SDK DocumentationTypeScript/JavaScript SDKnpm install openrag-sdkQuick Example:import { OpenRAGClient } from "openrag-sdk" ; const client = new OpenRAGClient ( ) ; const response = await client .

📖 Full MCP Documentation🛠️ DevelopmentFor developers who want to contribute to OpenRAG or set up a development environment, see CONTRIBUTING.md.

🛟 Troubl…

6 days, 18 hours назад @ github.com
langchain-ai/deepagents
langchain-ai/deepagents langchain-ai/deepagents

Instead of wiring up prompts, tools, and context management yourself, you get a working agent immediately and customize what you need.

Quickstartpip install deepagents # or uv add deepagentsfrom deepagents import create_deep_agent agent = create_deep_agent () result = agent .

invoke ({ "messages" : [{ "role" : "user" , "content" : "Research LangGraph and write a summary" }]})The agent can plan, read/write files, and manage its own context.

chat_models import init_chat_model agent = create_deep_agent ( model = init_chat_model ( "openai:gpt-4o" ), tools = [ my_custom_tool ], system_prompt = "You are a research assistant."

Additional resourcesExamples — Working agents and patterns— Working age…

6 days, 18 hours назад @ github.com
alibaba/page-agent
alibaba/page-agent alibaba/page-agent

Control web interfaces with natural language.

🌐 English | 中文🚀 Demo | 📖 Docs | 📢 HN Discussion | 𝕏 Follow on Xpage-agent-demo-0227.mp4✨ Features🎯 Easy integration No need for browser extension / python / headless browser .

Accessibility — Make any web app accessible through natural language.

— Make any web app accessible through natural language.

Mirrors URL Global https://cdn.jsdelivr.net/npm/[email protected]/dist/iife/page-agent.demo.js China https://registry.npmmirror.com/page-agent/1.5.8/files/dist/iife/page-agent.demo.jsNPM Installationnpm install page-agentimport { PageAgent } from 'page-agent' const agent = new PageAgent ( { model : 'qwen3.5-plus' , baseURL : 'https://dashscope.aliyun…

1 week, 1 day назад @ github.com
Технологии
Reddit: /r/technology/ Reddit: /r/technology/
последний пост 50 минут назад
Airport wait times are longest in TSA history, agency says
Airport wait times are longest in TSA history, agency says Airport wait times are longest in TSA history, agency says

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

50 минут назад @ reddit.com
Meta and YouTube designed addictive products that harmed young people, jury finds
Meta and YouTube designed addictive products that harmed young people, jury finds Meta and YouTube designed addictive products that harmed young people, jury finds

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

1 час назад @ reddit.com
FBI: Russia targeting ‘high intelligence value’ Americans on Signal
FBI: Russia targeting ‘high intelligence value’ Americans on Signal FBI: Russia targeting ‘high intelligence value’ Americans on Signal

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

1 час назад @ reddit.com
Meta and YouTube found liable in social media addiction trial
Meta and YouTube found liable in social media addiction trial Meta and YouTube found liable in social media addiction trial

submitted by /u/ThatMasterpiece2174 [link] [comments]

2 часа назад @ reddit.com
Reddit accounts with ‘fishy’ bot-like behavior will soon need to prove they’re human
Reddit accounts with ‘fishy’ bot-like behavior will soon need to prove they’re human Reddit accounts with ‘fishy’ bot-like behavior will soon need to prove they’re human

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

2 часа назад @ reddit.com
Jury in Los Angeles finds Meta, YouTube negligent in social media addiction trial
Jury in Los Angeles finds Meta, YouTube negligent in social media addiction trial Jury in Los Angeles finds Meta, YouTube negligent in social media addiction trial

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

2 часа назад @ reddit.com
Reddit will prompt some accounts to 'verify humanness' in latest bot crackdown
Reddit will prompt some accounts to 'verify humanness' in latest bot crackdown Reddit will prompt some accounts to 'verify humanness' in latest bot crackdown

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

3 часа назад @ reddit.com
Divide between Silicon Valley and ordinary people grows ever larger - Big tech believes the future is AI while everyday Americans remain wary
Divide between Silicon Valley and ordinary people grows ever larger - Big tech believes the future is AI while everyday Americans remain wary Divide between Silicon Valley and ordinary people grows ever larger - Big tech believes the future is AI while everyday Americans remain wary

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

4 часа назад @ reddit.com
Bernie Sanders and AOC introduce bill to pause building of new datacenters | US news
Bernie Sanders and AOC introduce bill to pause building of new datacenters | US news Bernie Sanders and AOC introduce bill to pause building of new datacenters | US news

submitted by /u/Limp_Fig6236 [link] [comments]

4 часа назад @ reddit.com
Supreme Court sides with Cox Communications in a copyright fight with record labels over downloads
Supreme Court sides with Cox Communications in a copyright fight with record labels over downloads Supreme Court sides with Cox Communications in a copyright fight with record labels over downloads

submitted by /u/Just_wanna_know1 [link] [comments]

4 часа назад @ reddit.com
Meta cutting several hundred jobs across Reality Labs, Facebook and other departments
Meta cutting several hundred jobs across Reality Labs, Facebook and other departments Meta cutting several hundred jobs across Reality Labs, Facebook and other departments

submitted by /u/MarvelsGrantMan136 [link] [comments]

5 часов назад @ reddit.com
Palantir’s billionaire CEO says only two kinds of people will succeed in the AI era: trade workers — ‘or you’re neurodivergent’
Palantir’s billionaire CEO says only two kinds of people will succeed in the AI era: trade workers — ‘or you’re neurodivergent’ Palantir’s billionaire CEO says only two kinds of people will succeed in the AI era: trade workers — ‘or you’re neurodivergent’

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

5 часов назад @ reddit.com
Anthropic says Claude can now use your computer to finish tasks for you in AI agent push
Anthropic says Claude can now use your computer to finish tasks for you in AI agent push Anthropic says Claude can now use your computer to finish tasks for you in AI agent push

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

5 часов назад @ reddit.com
Wikipedia has banned AI-generated text, with two exceptions
Wikipedia has banned AI-generated text, with two exceptions Wikipedia has banned AI-generated text, with two exceptions

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

7 часов назад @ reddit.com
We need more plumbers and fewer lawyers in AI age, says BlackRock boss
We need more plumbers and fewer lawyers in AI age, says BlackRock boss We need more plumbers and fewer lawyers in AI age, says BlackRock boss

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

7 часов назад @ reddit.com
Pinboard: Popular Pinboard: Popular
последний пост 14 часов назад
nanobrew — the fastest macOS package manager
nanobrew — the fastest macOS package manager nanobrew — the fastest macOS package manager

nanobrewThe fastest macOS package manager.

Written in Zig.

$ curl -fsSL https://nanobrew.trilok.ai/install | bash copyThen restart your terminal or run the export command it prints.

14 часов назад @ nanobrew.trilok.ai
"Collaboration" is bullshit.
"Collaboration" is bullshit. "Collaboration" is bullshit.

And so collaboration became our shared obsession.

The feeling of collaboration is pleasant in a way that personal accountability can never be.

But there’s a huge difference between communication and collaboration as infrastructure to support individual, high-agency ownership, and communication and collaboration as the primary activity of an organisation.

They’ve constructed extraordinarily sophisticated machinery for the social management of work, without actually doing the work they’re socialising about.

But being that person sucks when “collaboration” is the reigning value, because every unilateral decision gets read as a cultural violation and a signal that you aren’t a team player.

14 часов назад @ joanwestenberg.com
How I’m Productive with Claude Code
How I’m Productive with Claude Code How I’m Productive with Claude Code

Then I wrote my first Claude Code skill: /git-pr .

Every PR used to be a small context switch: stop thinking about the code, start thinking about how to describe the code.

Preview changes locally, go away from what I’m working on, kill the dev server, restart it on the new branch, check it all works, review the code.

After the Chrome extension kept crashing, I switched to the preview feature in Claude Code.

The loopEach of these stages removed a different kind of friction:/git-pr removed the friction of formatting - turning code changes into a presentable PR.

14 часов назад @ neilkakkar.com
Impeccable: The missing upgrade to Anthropic's frontend-design skill
Impeccable: The missing upgrade to Anthropic's frontend-design skill Impeccable: The missing upgrade to Anthropic's frontend-design skill

The easiest way is npx skills add pbakaus/impeccable — it auto-detects your AI harness and places files correctly.

If you downloaded the universal ZIP, extract it to your project root (same level as your package.json or src/ folder).

It creates hidden folders for each supported tool: .cursor/ , .claude/ , .gemini/ , .codex/ , and .agents/ .

Project-level installation takes precedence and lets you version control your skills.

14 часов назад @ impeccable.style
[untitled]
[untitled] 14 часов назад @ emerge-lab.github.io
Guideline: Rust Style
Guideline: Rust Style Guideline: Rust Style

Exceptions:Test modulesFile structurePrivate then public imports (M-PRIV-PUB-USE)Group public imports with the file's public API.

A reader approaching the file is likely to skip over private imports to look at the public items to get the big picture.

Example:pub struct Foo { ... } impl Display for Foo {} impl Foo {}Instead use:pub struct Foo { ... } impl Foo {} impl Display for Foo {}Caller then callee (M-CALLER-CALLEE)The caller provides context for the callees.

Example:if let Some(foo) = foo { // ... if case { return Ok(...); } Ok(...) } else { Err(...) }Use instead:let foo = foo.

Exceptions:"Invisible" side effects like caching, loggingExample:let mut case = false ; let foo = if somethin…

14 часов назад @ epage.github.io
Let's see Paul Allen's SIMD CSV parser | chunkofcoal.com
Let's see Paul Allen's SIMD CSV parser | chunkofcoal.com Let's see Paul Allen's SIMD CSV parser | chunkofcoal.com

It is not a reference to Microsoft co-founder and billionaire Paul Allen and his SIMD CSV parser.

To include a literal quote inside a quoted field, you double it: "hi" becomes ""hi"" .

The comma inside "where she said, ""hi""to me" is just text, theis part of the field value, and the "" around hi are escape sequences, not boundaries.

// scalar implementation enum Class { Comma = 1 , Quote = 2 , NewLine = 3 , Other = 0 , } let bytes : & [ u8 ] = & data_stream ; let mut classified_bytes = Vec :: with_capacity ( bytes .

len ()); for b in bytes { let class = match b { 0x2c => Class :: Comma , 0x22 => Class :: Quote , 0x0A | 0x0D => Class :: NewLine , _ => Class :: Other }; classified_bytes .

14 часов назад @ chunkofcoal.com
Stop naming buildings (and streets, and parks, and ships, and mountains) after people
Stop naming buildings (and streets, and parks, and ships, and mountains) after people Stop naming buildings (and streets, and parks, and ships, and mountains) after people

A school named for Malcolm X was spared despite its namesake’s early career as a pimp.

How about renaming the whole city, veteran San Francisco columnist Carl Nolte mused after the decision.

The San Francisco denaming debacle was only the latest in a string of such decisions.

There’s a Palisades High School in Los Angeles, a Skyline High School here in Oakland, California.

You could name your school after a specialization, such as Bronx High School of Science.

14 часов назад @ fritinancy.substack.com
Reports of code's death are greatly exaggerated
Reports of code's death are greatly exaggerated Reports of code's death are greatly exaggerated

But, vibe coding gives the illusion that your vibes are precise abstractions.

So the only way to think about more than 7 things is to compress multiple things into a single thing.

As Simon Willison says, AI should help us produce better code.

We will use it to help us make better abstractions so that we can better understand and master complexity.

When we get AGI, we will use them to make better abstractions, better collaborative text editor libraries, etc.

1 day, 14 hours назад @ stevekrouse.com
Now You Can Start - deliciousblizzardshark - Game Changers Series - Rachel Reid [Archive of Our Own]
Now You Can Start - deliciousblizzardshark - Game Changers Series - Rachel Reid [Archive of Our Own]

The problem was that everyone who played for Boston, except for Ilya, was like a million years old and had forgotten what fun was, if they’d ever known. They were all, like, married with kids and their idea of a good time was a barbecue where they drank a few flat weak-ass beers and or went golfing. Ilya just wanted to have fun, okay? He just wanted to live. or Ilya gets traded to Montreal. Everything goes better than expected.

1 day, 14 hours назад @ archiveofourown.org
Plain Text Accounting, a guide to Ledger and friends - plaintextaccounting.org
Plain Text Accounting, a guide to Ledger and friends - plaintextaccounting.org Plain Text Accounting, a guide to Ledger and friends - plaintextaccounting.org

Plain text accounting is a way of doing bookkeeping and accounting with plain text files and scriptable, command-line-friendly software, such as Ledger, hledger, or Beancount.

This site collects the PTA community's tools, docs and practices.

It is maintained by Simon Michael (hledger project leader, PTA fan) and contributors like you.

Name Uses Start Last update ~Stars Full-fledged hledger hledger 2019 2025 500 hledger-flow hledger 2019 2026 200 Lazy Beancount beancount 2024 2026 100 hledger-youtube-business hledger 2025 2025 60 rtrLEDGER hledger 2020 2020 20 docker-finance hledger, hledger-flow 2021 2026 -Here's a comparison of the big three PTA apps' main features, plus some relevant thir…

1 day, 14 hours назад @ plaintextaccounting.org
Ordered Dithering with Arbitrary or Irregular Colour Palettes – matejlou's blog
Ordered Dithering with Arbitrary or Irregular Colour Palettes – matejlou's blog Ordered Dithering with Arbitrary or Irregular Colour Palettes – matejlou's blog

In particular, I’ve become very interested in a specific type of dithering and its application to colour palettes of arbitrary or irregular colour distributions.

The following describes a dithering function for a 4×4 matrix given the pixel raster coordinates :Comparison between random dithering and ordered dithering.

Taking the methods presented above and quantising an image using an arbitrary colour palette reveals that error-diffusion is also better at preserving colour information when compared to ordered dithering.

On the other hand, ordered dithering is completely agnostic to the colour palette being used.

Joel Yliluoma’s AlgorithmsA notable resource on the topic of ordered dithering u…

1 day, 14 hours назад @ matejlou.blog
A Journalist Security Checklist: Preparing Devices for Travel Through a US Border | Electronic Frontier Foundation
A Journalist Security Checklist: Preparing Devices for Travel Through a US Border | Electronic Frontier Foundation A Journalist Security Checklist: Preparing Devices for Travel Through a US Border | Electronic Frontier Foundation

Customs and Border Protection (CBP) asserts broad authority to search travelers’ devices when crossing U.S. borders, whether traveling by land, sea, or air.

Thus, it is also possible that strong encryption may substantially slow down or even thwart a government device search.

Your border digital security checklistPreparing for travel☐ Make a backup of each of your devices before traveling.

☐ Optional: Bring a travel device instead of your usual device.

☐ If you choose to unlock your device, rather than telling border officials your passcode, ask to type it in yourself.

1 day, 14 hours назад @ eff.org
HopTab — macOS Workspace Manager
HopTab — macOS Workspace Manager 1 day, 14 hours назад @ royalbhati.com
Gasoline prices around the world, 28-Feb-2022 | GlobalPetrolPrices.com
Gasoline prices around the world, 28-Feb-2022 | GlobalPetrolPrices.com Gasoline prices around the world, 28-Feb-2022 | GlobalPetrolPrices.com

, 16-Mar-2026: The average price of gasoline around the world is 1.37 U.S. Dollar per liter.

As a general rule, richer countries have higher prices while poorer countries and the countries that produce and export oil have significantly lower prices.

The differences in prices across countries are due to the various taxes and subsidies for gasoline.

Read our fuel price primer to understand fuel price differences across countries and over time.

The prices for the other countries are updated on a monthly basis because these countries have regulated fuel markets and prices do not change frequently.

1 day, 14 hours назад @ globalpetrolprices.com
Changelog Changelog
последний пост 2 weeks назад
From Tailnet to platform
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Server ErrorOops!

Looks like the server had a hiccup.

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

In the meantime, enjoy some clips!

2 weeks назад @ changelog.com
Big change brings big change
Big change brings big change Big change brings big change

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.

2 weeks, 1 day назад @ changelog.com
Finale & Friends
Finale & Friends Finale & Friends

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

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

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

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

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

3 weeks, 1 day назад @ changelog.com
Opus 4.5 changed everything
Opus 4.5 changed everything Opus 4.5 changed everything

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

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

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

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

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

3 weeks, 4 days назад @ changelog.com
The mythical agent-month
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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.

4 weeks, 1 day назад @ changelog.com
Selling SDKs in the era of many Claudes
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Steve Ruiz joins us for a deep-dive on tldraw (a very good free whiteboard) and the business he’s built selling SDKs that help others build very good whiteboards (and more) with tldraw’s high-performance web canvas.

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

1 month назад @ changelog.com
All the Claw things
All the Claw things All the Claw things

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.

1 month, 1 week назад @ changelog.com
Han shot first
Han shot first Han shot first

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

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

1 month, 1 week назад @ changelog.com
Building the machine that builds the machine
Building the machine that builds the machine Building the machine that builds the machine

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

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

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

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

Check out the speedrun to get started in minutes.

1 month, 1 week назад @ changelog.com
Vouch for an open source web of trust
Vouch for an open source web of trust Vouch for an open source web of trust

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.

1 month, 2 weeks назад @ changelog.com
It's a renaissance woman's world
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Tiger Data – Postgres for Developers, devices, and agents The data platform trusted by hundreds of thousands from IoT to Web3 to AI and more.

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

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

At an unbeatable price.

1 month, 2 weeks назад @ changelog.com
Setting Docker Hardened Images free
Setting Docker Hardened Images free Setting Docker Hardened Images free

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

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

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

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

Try it risk-free with a 14-day money-back guarantee at nordlayer.com/thechangelogFly.io – The home of Changelog.com — Deploy your apps close to your users — global Anycast load-balancing, zero-configuration private networking, hardware isolation, and instant WireGuard VPN connections.

1 month, 2 weeks назад @ changelog.com
The tech monoculture is finally breaking
The tech monoculture is finally breaking The tech monoculture is finally breaking

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.

1 month, 2 weeks назад @ changelog.com
Natural born SaaS killers
Natural born SaaS killers Natural born SaaS killers

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

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

At an unbeatable price.

Squarespace – A website makes it real!

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

1 month, 3 weeks назад @ changelog.com
Securing npm is table stakes
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Namespace – Speed up your development and testing workflows using your existing tools.

At an unbeatable price.

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

Squarespace – A website makes it real!

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

1 month, 3 weeks назад @ changelog.com
ZDNet ZDNet
последний пост 1 час назад
The robot lawn mower I recommend most is $347 off for Amazon's Spring Sale
The robot lawn mower I recommend most is $347 off for Amazon's Spring Sale

The Husqvarna Automower 430X gave me all the benefits of a freshly-mowed lawn, for none of the work.

1 час назад @ zdnet.com
What is antivirus software and do you still need it in 2026?
What is antivirus software and do you still need it in 2026? What is antivirus software and do you still need it in 2026?

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.

2 часа назад @ zdnet.com
Sony's latest headphones are the only ones I'd splurge on (and they're on sale)
Sony's latest headphones are the only ones I'd splurge on (and they're on sale) Sony's latest headphones are the only ones I'd splurge on (and they're on sale)

Still, they are the best headphones I have ever worn, and I'd recommend them to anyone willing to spend money for the absolute best headphones around.

Jada Jones/ZDNETAlso: Sony XM6 vs. Sony XM5: Are the new Sony headphones worth the upgrade?

The XM5 headphones' predecessors were released three years ago, in 2022.

Looking for the next best product?

Deals are subject to sell out or expire anytime, though ZDNET remains committed to finding, sharing, and updating the best product deals for you to score the best savings.

2 часа назад @ zdnet.com
This Anker portable power station will keep your devices running during an outage - and it's 46% off
This Anker portable power station will keep your devices running during an outage - and it's 46% off

Whether extreme weather knocked out your electricity or you're just looking to stay prepared for the next big storm, the Anker Solix C1000 is a solid choice.

3 часа назад @ zdnet.com
Not sold on the MacBook Neo? This premium Chromebook has an OLED and 2x the RAM for $599
Not sold on the MacBook Neo? This premium Chromebook has an OLED and 2x the RAM for $599 Not sold on the MacBook Neo? This premium Chromebook has an OLED and 2x the RAM for $599

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.

3 часа назад @ zdnet.com
Best Amazon Spring Sale phone deals 2026: 20 sales out now
Best Amazon Spring Sale phone deals 2026: 20 sales out now Best Amazon Spring Sale phone deals 2026: 20 sales out now

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.

3 часа назад @ zdnet.com
Wine 11 might be the tipping point that finally pushes gamers from Windows to Linux
Wine 11 might be the tipping point that finally pushes gamers from Windows to Linux Wine 11 might be the tipping point that finally pushes gamers from Windows to Linux

ZDNET's key takeawaysWine 11 brings near-native performance to Windows games on Linux.

Wine 11 is now available in most distro default repositories.

This new feature was introduced as a kernel driver in January 2026 and retools how Windows games synchronize threads on Linux.

You'll also find that the WoW64 (Windows 32-bit on Windows 64-bit) implementation is now complete.

All this comes together to make Wine 11 the most consequential release to date, and promises to profoundly level up Linux gaming.

3 часа назад @ zdnet.com
5 ways to use AI when your budget is tight
5 ways to use AI when your budget is tight 5 ways to use AI when your budget is tight

How can you keep pace with AI-enabled business transformation when your budget is tight?

Also: 90% of AI projects fail - here are 3 ways to ensure yours doesn'tThe good news, according to the experts, is that professionals can successfully exploit AI, even when cash is tight.

Also: 5 ways you can stop testing AI and start scaling it responsibly in 2026Pearson said it's an approach he takes in his own business.

"There are a lot of things you can do on basically no budget at all, leveraging open-source tools," he said.

Martin encouraged professionals with limited budgets to create a simple approach to AI explorations that supports flexibility and maneuverability.

4 часа назад @ zdnet.com
This tiny device quietly monitors your home for electrical hazards - and it's on sale
This tiny device quietly monitors your home for electrical hazards - and it's on sale

The Ting Smart Sensor plugs into an outlet and prevents electrical fires with helpful usage reports. Here's how it handled my house of gadgets.

4 часа назад @ zdnet.com
Stop telling AI your secrets - 5 reasons why, and what to do if you already overshared
Stop telling AI your secrets - 5 reasons why, and what to do if you already overshared Stop telling AI your secrets - 5 reasons why, and what to do if you already overshared

Without thinking about it too deeply, you might be revealing a whole trove of personal information about yourself, and that could be a problem.

At a time when people are increasingly integrating chatbots into their everyday lives, researchers are trying to work out the implications of feeding AI personal information.

Or someone might have uploaded a document, such as a radiology report or medical billing statement, without redacting sensitive information.

Whether those steps remove your info from the training data, King said, researchers just don't know.

Each platform has its own policies and methods for handling personal data, which may require some digging into.

4 часа назад @ zdnet.com
Sony's new theater system lets you upgrade your TV setup gradually - how it works
Sony's new theater system lets you upgrade your TV setup gradually - how it works

The lineup includes seven new products that can be mixed, matched, and added to your system over time.

4 часа назад @ zdnet.com
This 24-inch Samsung monitor is less than $100 during the Amazon Spring Sale
This 24-inch Samsung monitor is less than $100 during the Amazon Spring Sale This 24-inch Samsung monitor is less than $100 during the Amazon Spring Sale

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.

4 часа назад @ zdnet.com
How to delete your personal info from the internet (while saving money)
How to delete your personal info from the internet (while saving money) How to delete your personal info from the internet (while saving money)

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.

4 часа назад @ zdnet.com
5 telltale signs that your phone has been compromised (and how to combat them)
5 telltale signs that your phone has been compromised (and how to combat them) 5 telltale signs that your phone has been compromised (and how to combat them)

The easy explanation - and how they beat passwordsAs Clark explains, there are two types of call forwarding: conditional and unconditional.

Conditional forwarding occurs when a certain condition is met, such as not answering the call or turning off your phone.

Just open the Phone app on your phone, select the keypad, and enter the code.

If you suspect that your phone is infected with malware or spyware, resetting your phone this way can erase the threat.

Also: Why rebooting your phone daily is your best defense against zero-click attacksYou can also manually reset an iPhone or Android phone.

4 часа назад @ zdnet.com
Earn 5% in rewards on phones, devices, and accessories with the T-Mobile Visa - here's how
Earn 5% in rewards on phones, devices, and accessories with the T-Mobile Visa - here's how

T-Mobile's credit card offering can save you money on your monthly bill, and gets you deals on dining, travel, and more.

4 часа назад @ zdnet.com
TechCrunch TechCrunch
последний пост 1 час назад
Melania Trump wants a robot to homeschool your child
Melania Trump wants a robot to homeschool your child

The First Lady sees AI and robotics playing a prominent role in the future of American education.

1 час назад @ techcrunch.com
Riding the GLP-1 boom, VITL lands $7.5M to overhaul cash-pay clinic prescribing
Riding the GLP-1 boom, VITL lands $7.5M to overhaul cash-pay clinic prescribing

The startup provides an e-prescribing marketplace for the booming cash-pay clinic market.

1 час назад @ techcrunch.com
Jury finds Meta and YouTube negligent in landmark social media addiction trial
Jury finds Meta and YouTube negligent in landmark social media addiction trial

The jury says Meta and YouTube will have to pay $3 million in damages.

2 часа назад @ techcrunch.com
Meta is cutting several hundred jobs
Meta is cutting several hundred jobs

The cuts will impact employees in the U.S. and other international markets.

2 часа назад @ techcrunch.com
Apple overhauls its app developer platform with 100 new metrics, more tools
Apple overhauls its app developer platform with 100 new metrics, more tools

Apple is adding 100+ new App Store Connect metrics, giving developers deeper, first-party insights into monetization, subscriptions, and user behavior as it doubles down on its app ecosystem in the AI era.

2 часа назад @ techcrunch.com
Bernie Sanders and AOC propose a ban on data center construction
Bernie Sanders and AOC propose a ban on data center construction

Senator Bernie Sanders and Rep. Alexandria Ocasio-Cortez introduced companion legislation to halt construction on new data centers until Congress passes comprehensive AI regulation.

2 часа назад @ techcrunch.com
DeleteMe acquires social media security tool Block Party
DeleteMe acquires social media security tool Block Party

Tracey Chou founded Block Party in 2018 as a tool to help people stay safe from targeted harassment on Twitter, inspired by her own experiences.

3 часа назад @ techcrunch.com
Google launches Lyria 3 Pro music generation model
Google launches Lyria 3 Pro music generation model

Google is launching Lyria 3 Pro, an upgraded music model that generates longer, more customizable tracks, as it expands AI music tools across Gemini, enterprise products, and other services.

3 часа назад @ techcrunch.com
Russia arrests alleged owner of cybercrime forum LeakBase, report says
Russia arrests alleged owner of cybercrime forum LeakBase, report says

Russian state-owned media reported that police in Russia arrested the administrator of LeakBase, a large hacking forum.

3 часа назад @ techcrunch.com
Waymo relies on firefighters and police to bail out stuck robotaxis
Waymo relies on firefighters and police to bail out stuck robotaxis

In at least six instances identified by TechCrunch, first responders have had to take control of Waymo vehicles and move them out of traffic during emergency situations.

3 часа назад @ techcrunch.com
Reddit takes on the bots with new ‘human verification’ requirements for fishy behavior
Reddit takes on the bots with new ‘human verification’ requirements for fishy behavior

Reddit will require suspected automated accounts to verify they’re human, as it ramps up efforts to curb bot-driven spam and manipulation.

4 часа назад @ techcrunch.com
How soap opera-TikTok hybrids became a billion-dollar business
How soap opera-TikTok hybrids became a billion-dollar business

Over the past few years, a new category of mobile apps has quietly exploded into a multi-billion dollar business. They’re called “micro dramas” — short-form, mobile-first scripted shows designed to be watched vertically on your phone. Think soap opera meets TikTok, complete with secret billionaire romances, disapproving werewolf mothers-in-law, and cliffhangers engineered to keep users tapping. The leading […]

4 часа назад @ techcrunch.com
Harvey confirms $11B valuation: Sequoia triples down
Harvey confirms $11B valuation: Sequoia triples down

Investors like Sequoia, Andreessen Horowitz, Kleiner Perkins, Elad Gil can't get enough of AI legal tech startup Harvey.

4 часа назад @ techcrunch.com
Granola raises $125M, hits $1.5B valuation as it expands from meeting notetaker to enterprise AI app
Granola raises $125M, hits $1.5B valuation as it expands from meeting notetaker to enterprise AI app

Granola's valuation jumped from $250 million to $1.5 billion with this round, and it has added more support for AI agents after users previously complained.

5 часов назад @ techcrunch.com
Meta launches new initiative to support entrepreneurship, drive AI adoption
Meta launches new initiative to support entrepreneurship, drive AI adoption

Meta CEO Mark Zuckerberg said in a memo to staff that small businesses have always been a big part of the company's business model, and that while tens of millions of entrepreneurs already use its platforms to grow and connect with customers, the company wants to do more in the space.

5 часов назад @ techcrunch.com
Slashdot Slashdot
последний пост 1 час назад
Stephen Colbert To Write Next 'Lord of the Rings' Movie
Stephen Colbert To Write Next 'Lord of the Rings' Movie Stephen Colbert To Write Next 'Lord of the Rings' Movie

An anonymous reader quotes a report from CNN: Stephen Colbert already has a new job lined up for when he ends his 11-year run as host of "The Late Show" in May -- the comedian and well-known J.R.R. Tolkien superfan announced he will co-write and develop a new film in the blockbuster "Lord of the Rings" franchise. Colbert joined "LOTR" director Peter Jackson to reveal the news in a video announcement. "I'm pretty happy about it. You know what the books mean to me and what your films mean to me," the late-night host told Jackson, who led the Oscar-winning team behind the nearly $6 billion original "Lord of the Rings" and "The Hobbit" trilogies. [...] Colbert said the next installment will be …

1 час назад @ entertainment.slashdot.org
Meta and YouTube Found Negligent in Landmark Social Media Addiction Case
Meta and YouTube Found Negligent in Landmark Social Media Addiction Case Meta and YouTube Found Negligent in Landmark Social Media Addiction Case

A jury found Meta and YouTube negligent in a landmark social media addiction case, ruling that addictive design features such as infinite scroll and algorithmic recommendations harmed a young user and contributed to her mental health distress. The verdict awards $3 million in compensatory damages so far and could pave the way for more lawsuits seeking financial penalties and product changes across the social media industry. "Meta is responsible for 70 percent of that cost and YouTube for the remainder," notes The New York Times. "TikTok and Snap both settled with the plaintiff for undisclosed terms before the trial started." From the report: The bellwether case, which was brought by a now 2…

2 часа назад @ meta.slashdot.org
Meta Loses Trial After Arguing Child Exploitation Was 'Inevitable'
Meta Loses Trial After Arguing Child Exploitation Was 'Inevitable' Meta Loses Trial After Arguing Child Exploitation Was 'Inevitable'

Meta lost a child safety trial in New Mexico after a court found that its platforms failed to adequately protect children from exploitation and misled parents about app safety. According to Ars Technica, the jury on Tuesday "deliberated for only one day before agreeing that Meta should pay $375 million in civil damages..." While the jury declined to impose the maximum penalty New Mexico sought, which could have cost the company $2.2 billion, Meta may still face additional financial penalties and could be forced to make changes to its apps. From the report: The trial followed a 2023 lawsuit filed by New Mexico Attorney General Raul Torrez after The Guardian published a two-year investigation…

3 часа назад @ meta.slashdot.org
AI Economy Is a 'Ponzi Scheme,' Says AI Doc Director
AI Economy Is a 'Ponzi Scheme,' Says AI Doc Director AI Economy Is a 'Ponzi Scheme,' Says AI Doc Director

An anonymous reader quotes a report from Vanity Fair: Focus Features is releasing The AI Doc: Or How I Became an Apocaloptimist in theaters on March 27. If you're even slightly interested in what's going on with AI, it's required viewing: The film touches on all aspects of the technology, from how it's currently being used to how it will be used in the near future, when we potentially reach the age of artificial general intelligence, or AGI. AGI is a theoretical form of AI that supposedly would be able to perform complex tasks without each step being prompted by a human user -- the point at which machines become autonomous, like Skynet in the Terminator franchise. [...] [Director Daniel Roh…

4 часа назад @ entertainment.slashdot.org
China Is Mass-Producing Hypersonic Missiles For $99,000
China Is Mass-Producing Hypersonic Missiles For $99,000 China Is Mass-Producing Hypersonic Missiles For $99,000

Longtime Slashdot reader cusco writes: A private company in China has developed hypersonic missiles that cost the same as a Tesla Model X. This missile, the YKJ-1000, is being marketed for sale at a reported price of $99,000, and it's in mass production now after successful tests. That is far below what countries will spend to target and shoot down the missile if it's heading their way. Besides the low cost, they can be launched from anywhere. The launcher looks like any one of the tens of millions of shipping containers floating around on the ocean, or sitting at ports, or riding along on trucks, or sitting on industrial lots. The launchers for these missiles are hiding in plain sight, in …

5 часов назад @ tech.slashdot.org
Chandra Resolves Why Black Holes Hit the Brakes On Growth
Chandra Resolves Why Black Holes Hit the Brakes On Growth Chandra Resolves Why Black Holes Hit the Brakes On Growth

alternative_right shares a report from Phys.org: Astronomers have an answer for a long-running mystery in astrophysics: why is the growth of supermassive black holes so much lower today than in the past? A study using NASA's Chandra X-ray Observatory and other X-ray telescopes found that supermassive black holes are unable to consume material as rapidly as they did in the distant past. The results appeared in the December 2025 issue of The Astrophysical Journal. [...] The team ran tests of the three main possible scenarios currently being considered for the slowdown of black hole growth. These options were: could the decline in black hole growth be caused by less efficient rates of consumpt…

9 часов назад @ science.slashdot.org
NASA Halts Work On Gateway To Develop a Lunar Base
NASA Halts Work On Gateway To Develop a Lunar Base NASA Halts Work On Gateway To Develop a Lunar Base

NASA is reportedly halting work on the lunar Gateway in favor of a more direct push to build a lunar base. The new plan would cost tens of billions over the next decade, though the change could face hurdles because Congress previously funded Gateway specifically. SpaceNews reports: "Starting today, we're building humanity's first deep space outpost," said Carlos Garcia-Galan, program executive for NASA's moon base effort. The lunar base will take place in three phases. Phase 1, running from 2026 to 2028, "is all about getting to the moon reliably," he said. That includes a significant increase in the cadence of lander missions through the Commercial Lunar Payload Services and other programs…

13 часов назад @ science.slashdot.org
Hong Kong Police Can Demand Passwords Under New National Security Rules
Hong Kong Police Can Demand Passwords Under New National Security Rules Hong Kong Police Can Demand Passwords Under New National Security Rules

An anonymous reader quotes a report from the BBC: Hong Kong police can now demand phone or computer passwords from those who are suspected of breaching the wide-ranging National Security Law (NSL). Those who refuse could face up to a year in jail and a fine of up to $12,700, and individuals who provide "false or misleading information" could face up to three years in jail. It comes as part of new amendments to a bylaw under the NSL that the government gazetted on Monday. The NSL was introduced in Hong Kong in 2020, in wake of massive pro-democracy protests the year before. Authorities say the laws, which target acts like terrorism and secession, are necessary for stability -- but critics sa…

16 часов назад @ yro.slashdot.org
Wine 11 Rewrites How Linux Runs Windows Games At the Kernel Level
Wine 11 Rewrites How Linux Runs Windows Games At the Kernel Level Wine 11 Rewrites How Linux Runs Windows Games At the Kernel Level

Linux gamers are seeing massive performance gains with Wine's new NTSYNC support, "which is a feature that has been years in the making and rewrites how Wine handles one of the most performance-sensitive operations in modern gaming," reports XDA Developers. Not every game will see a night-and-day difference, but for the games that do benefit from these changes, "the improvements range from noticeable to absurd." Combined with improvements to Wayland, graphics, and compatibility, as well as a major WoW64 architecture overhaul, the release looks less like an incremental update and more like one of Wine's most important upgrades in years. From the report: The numbers are wild. In developer ben…

21 час назад @ tech.slashdot.org
Google's Android Automotive Is Moving From the Dashboard To the 'Brain' of the Car
Google's Android Automotive Is Moving From the Dashboard To the 'Brain' of the Car Google's Android Automotive Is Moving From the Dashboard To the 'Brain' of the Car

Google is expanding Android Automotive from the infotainment screen into the broader non-safety "brain" of software-defined vehicles. With its new Android Automotive OS for Software-Defined Vehicles, the in-car experience will feel "much more cohesive and the latest features will reach your driveway faster," Matt Crowley, Android Automotive's group product manager, writes in a blog post. "From a truly integrated voice experience to proactive maintenance reminders, your car will become a true extension of your digital life," Crowley adds. The Verge reports: With its new software, Google is promising faster over-the-air software updates, better voice assistants, and more proactive vehicle mai…

22 часа назад @ tech.slashdot.org
OpenAI Discontinues Sora Video Platform App
OpenAI Discontinues Sora Video Platform App OpenAI Discontinues Sora Video Platform App

OpenAI is shutting down Sora, its generative-AI video creation platform it launched in December 2024. "The move is one of a number of steps OpenAI is taking to refocus on business and coding functions ahead of a potential initial public offering as soon as the fourth quarter of this year," reports the Wall Street Journal. CEO Sam Altman announced the changes to staff on Tuesday. "We're saying goodbye to Sora," the Sora Team said in a post on X. "To everyone who created with Sora, shared it, and built community around it: thank you. What you made with Sora mattered, and we know this news is disappointing. We'll share more soon, including timelines for the app and API and details on preservin…

23 часа назад @ slashdot.org
Arm Unveils New AGI CPU With Meta As Debut Customer
Arm Unveils New AGI CPU With Meta As Debut Customer Arm Unveils New AGI CPU With Meta As Debut Customer

Arm unveiled its first self-developed data center chip, the AGI CPU, designed for handling agentic AI workloads. The new chip was built in partnership with Meta and manufactured by TSMC. Other customers for the new chip include OpenAI, Cloudflare, SAP, and SK Telecom. Reuters reports: The new chip, called the AGI CPU, will address data-crunching needed for a specific type of AI that is able to act on behalf of users with minimal oversight, instead of responding to queries as part of a chatbot. For years, Arm, majority-owned by Japan's SoftBank Group has relied only on intellectual property for revenue, licensing its designs to companies such as Qualcomm and Nvidia and then collecting a roya…

1 day назад @ hardware.slashdot.org
Anthropic's Claude Can Now Use Your Computer To Finish Tasks
Anthropic's Claude Can Now Use Your Computer To Finish Tasks Anthropic's Claude Can Now Use Your Computer To Finish Tasks

Anthropic is testing a new Claude feature that lets users send a request from their phone and have the AI carry it out directly on their computer, such as opening apps, using a browser, or editing files. The move follows the viral spread of OpenClaw earlier this year, which has gained cult popularity among devs for the ability to run local, 24/7 personal workflows. CNBC reports: Users can now message Claude a task from a phone, and the AI agent will then complete that task, Anthropic announced Monday. After being prompted, Claude can open apps on your computer, navigate a web browser and fill in spreadsheets, Anthropic said. One prompt Anthropic demonstrated in a video posted Monday is a us…

1 day, 1 hour назад @ slashdot.org
Self-Propagating Malware Poisons Open Source Software, Wipes Iran-Based Machines
Self-Propagating Malware Poisons Open Source Software, Wipes Iran-Based Machines Self-Propagating Malware Poisons Open Source Software, Wipes Iran-Based Machines

An anonymous reader quotes a report from Ars Technica: A new hacking group has been rampaging the Internet in a persistent campaign that spreads a self-propagating and never-before-seen backdoor -- and curiously a data wiper that targets Iranian machines. The group, tracked under the name TeamPCP, first gained visibility in December, when researchers from security firm Flare observed it unleashing a worm that targeted cloud-hosted platforms that weren't properly secured. The objective was to build a distributed proxy and scanning infrastructure and then use it to compromise servers for exfiltrating data, deploying ransomware, conducting extortion, and mining cryptocurrency. The group is not…

1 day, 2 hours назад @ news.slashdot.org
Epic Games To Cut More Than 1,000 Jobs As Fortnite Usage Falls
Epic Games To Cut More Than 1,000 Jobs As Fortnite Usage Falls Epic Games To Cut More Than 1,000 Jobs As Fortnite Usage Falls

Epic Games is cutting more than 1,000 jobs as usage of its flagship title, Fortnite, falls. "The layoffs aren't related to AI," CEO Tim Sweeney noted. Reuters reports: The cuts, along with more than $500 million in savings from lower contracting and marketing spending and unfilled roles would put the company in "a more stable place," Sweeney said in a note to employees. [...] "We've had challenges delivering consistent Fortnite magic," Sweeney said, adding "market conditions today are the most extreme" since the early days of the company founded in 1991. The move marks Epic's second major round of layoffs in three years. In September 2023, the company cut about 830 jobs, or roughly 16% of i…

1 day, 3 hours назад @ games.slashdot.org
Блоги людей
Human.json
Human.json

Human.json is a new

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

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

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

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

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

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

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

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

structured data to web pages:

tags are a…

3 days, 2 hours назад @ nedbatchelder.com
Agents Over Bubbles
Agents Over Bubbles

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

1 week, 2 days назад @ stratechery.com
Anthropic and Alignment
Anthropic and Alignment Anthropic and Alignment

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

3 weeks, 2 days назад @ stratechery.com
Pytest parameter functions
Pytest parameter functions

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

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

Starting with pytest’s parametrize first).

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

data parameters.I’ve been working on a project

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

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

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

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

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

3 weeks, 5 days назад @ nedbatchelder.com
>Street guesser
Street guesser Street guesser

Игра, чтобы выучить свой район

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

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

1 month назад @ mikeozornin.ru
Thin Is In
Thin Is In

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

1 month назад @ stratechery.com
EdText
EdText

I have a new small project: edtext provides text

selection and manipulation functions inspired by the classic ed

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

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

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

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

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

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

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

needed.The old function has 16 arg…

1 month, 2 weeks назад @ nedbatchelder.com
Microsoft and Software Survival
Microsoft and Software Survival

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

1 month, 2 weeks назад @ stratechery.com
Сага о двух туалетах в IT-корпорации
Сага о двух туалетах в IT-корпорации

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.

1 month, 4 weeks назад @ vas3k.blog
TSMC Risk
TSMC Risk

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.

1 month, 4 weeks назад @ stratechery.com
>Важность рефлексии растет
Важность рефлексии растет

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

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

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

1 month, 4 weeks назад @ mikeozornin.ru
Testing: exceptions and caches
Testing: exceptions and caches

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…

1 month, 4 weeks назад @ nedbatchelder.com
>ИИ-дизайн
ИИ-дизайн ИИ-дизайн

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

Промт

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

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

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

Тут я просил ш…

2 months назад @ mikeozornin.ru
>Псевдозабота Клод Кода
Псевдозабота Клод Кода Псевдозабота Клод Кода

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

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

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

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

Согласитья на YOLO (You Only L…

2 months, 1 week назад @ mikeozornin.ru
>Recipe scaler: релиз 3
Recipe scaler: релиз 3 Recipe scaler: релиз 3

На новогодние праздники вышли два больших апдейта recipe-scaler

Первый апдейт — публичный профиль и коллекции

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

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

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

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

2 months, 1 week назад @ mikeozornin.ru
Apple: You (Still) Don't Understand the Vision Pro
Apple: You (Still) Don't Understand the Vision Pro

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.

2 months, 1 week назад @ stratechery.com
>ИИ-ревью кода
ИИ-ревью кода

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

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

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

Кеширование oauth-запросов было настроено некорректно.

Часовые пояса неправильные, посему токен не имел шансов подойти.

Некоторые адреса обра…

2 months, 1 week назад @ mikeozornin.ru
AI and the Human Condition
AI and the Human Condition

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.

2 months, 2 weeks назад @ stratechery.com
No more .html
No more .html

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…

2 months, 3 weeks назад @ nedbatchelder.com
Generating data shapes with Hypothesis
Generating data shapes with Hypothesis

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…

3 months назад @ nedbatchelder.com
Generating data shapes with Hypothesis
Generating data shapes with Hypothesis

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…

3 months назад @ nedbatchelder.com
The 2025 Stratechery Year in Review
The 2025 Stratechery Year in Review

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

3 months, 1 week назад @ stratechery.com
A testing conundrum
A testing conundrum

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.…

3 months, 1 week назад @ nedbatchelder.com
A testing conundrum
A testing conundrum

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…

3 months, 1 week назад @ nedbatchelder.com
Итоги Года 2025
Итоги Года 2025 Итоги Года 2025

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…

3 months, 1 week назад @ vas3k.blog
Netflix and the Hollywood End Game
Netflix and the Hollywood End Game

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

3 months, 2 weeks назад @ stratechery.com
>Вайб-кодинг, дофамин и слот-машины
Вайб-кодинг, дофамин и слот-машины

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

Что за вайб-кодинг такой

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

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

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

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

3 months, 2 weeks назад @ mikeozornin.ru
Google, Nvidia, and OpenAI
Google, Nvidia, and OpenAI

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.

3 months, 3 weeks назад @ stratechery.com
>Сайд-бай-сайб 0.2.0
Сайд-бай-сайб 0.2.0 Сайд-бай-сайб 0.2.0

В сайд-бай-сайде вышла следующая версия

Изменения: Человекочитаемые URL для голосований

Было: /v/06b95c10-7688-4106-8e75-762035290c67/

Стало: /v/HairyParrotsPursueRudely/ Улучшение интеграции с Mattermost:

Сайд-бай-сайд сгенерирует превьюшки к уведомлениям в чате.

По окончании голосованию в чате будет итог голосования. Было: Стало: Мелочи: Кликабельные ссылки в описаниях. Ссылки в комментарии станут кликабельными.

На странице голосования теперь тоже показывается количество проголосовавших.

На странице голосований можно прокручивать картинки перетаскиванием мыши

Белый список доменов эл. почты. Можно указать домены, вход с которых будет разрешен.

Драг-н-дропать файлы можно на всю страницу, да…

3 months, 3 weeks назад @ mikeozornin.ru
Autism Adulthood, 3rd edition
Autism Adulthood, 3rd edition Autism Adulthood, 3rd edition

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…

4 months, 1 week назад @ nedbatchelder.com
Autism Adulthood, 3rd edition
Autism Adulthood, 3rd edition Autism Adulthood, 3rd edition

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…

4 months, 1 week назад @ nedbatchelder.com
Robotaxis and Suburbia
Robotaxis and Suburbia

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

4 months, 1 week назад @ stratechery.com
Why your mock breaks later
Why your mock breaks later

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…

4 months, 1 week назад @ nedbatchelder.com
Why your mock breaks later
Why your mock breaks later

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…

4 months, 1 week назад @ nedbatchelder.com
Матрица согласований
Матрица согласований

У дизайнера найдется десяток людей, которые «пытаются помочь» ему делать свою работу. И это одна из первых ловушек, в которую попадает начинающий тимлид.

Типовая ситуация: дизайнер приносит макет, вокруг собираются разработчики, менеджеры, подруга жены босса — и каждый начинает накидывать. Дизайнер погружает новых людей в задачу и доказывает, что сценарий решается интерфейсом. Бонусом идут редкие сценарии, которые «нужно обязательно учесть».

После этого интерфейс превращается в компромисс, пытающийся учесть всё и сразу.

Оговорюсь — я не против фидбека от команды, но он должен быть в формате рекомендаций, а финальное решение остаётся за дизайнером.

У нас тоже были часовые общие синки: куча м…

4 months, 1 week назад @ blogdm.ru
⛵ Вастрик Флот 2025 ⛵
⛵ Вастрик Флот 2025 ⛵ ⛵ Вастрик Флот 2025 ⛵

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

4 months, 1 week назад @ vas3k.club
Three releases, one new organization
Three releases, one new organization

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”…

4 months, 2 weeks назад @ nedbatchelder.com
Three releases, one new organization
Three releases, one new organization

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”…

4 months, 2 weeks назад @ nedbatchelder.com
The Benefits of Bubbles
The Benefits of Bubbles

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?

4 months, 2 weeks назад @ stratechery.com
Side project advice
Side project advice

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, …

4 months, 3 weeks назад @ nedbatchelder.com
Side project advice
Side project advice

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, …

4 months, 3 weeks назад @ nedbatchelder.com
Resiliency and Scale
Resiliency and Scale

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

5 months назад @ stratechery.com
Natural cubics, circular Simplex
Natural cubics, circular Simplex Natural cubics, circular Simplex

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…

5 months назад @ nedbatchelder.com
Natural cubics, circular Simplex
Natural cubics, circular Simplex Natural cubics, circular Simplex

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…

5 months назад @ nedbatchelder.com
OpenAI's Windows Play
OpenAI's Windows Play

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

5 months, 2 weeks назад @ stratechery.com
Инди-разработка
Show HN Show HN
последний пост 56 минут назад
Show HN: Yoink – Spotify to lossless with full metadata, self-hostable, ad-free
Show HN: Yoink – Spotify to lossless with full metadata, self-hostable, ad-free Show HN: Yoink – Spotify to lossless with full metadata, self-hostable, ad-free

yoink is not affiliated with, endorsed by, or connected to spotify AB or any other streaming service.

"spotify" is a trademark of spotify AB — we use the name for context only, not to claim ownership.

yoink does not host, store, or archive any copyrighted material on its servers.

users are solely responsible for ensuring compliance with applicable copyright laws and the terms of service of any streaming platform.

yoink is not responsible for any violation of applicable laws.

56 минут назад @ yoinkify.com
Show HN: Got a tough conversation coming up? This AI app will help you prepare
Show HN: Got a tough conversation coming up? This AI app will help you prepare

You've got a toughconversation coming.

Whether it's a partner, a colleague, a boss, a client, or anyone else — describe your situation and we'll find the right techniques to support you, step by step.

The more context you give, the more tailored and useful your support will be.

You don't need to name anyone — focus on the dynamic, what's at stake, and what makes this hard for you.

Your situation is sent only to Claude (Anthropic's AI) to generate your personalised tips.

58 минут назад @ toughconversations.app
Show HN: I built a voice AI that responds like a real woman
Show HN: I built a voice AI that responds like a real woman Show HN: I built a voice AI that responds like a real woman

Most men rehearse hard conversations in their head.

I built vibeCoach — a voice AI where you actually practice these conversations out loud, and the AI responds like a real woman would.

Under the hood it's a multi-agent system — multiple AI agents per conversation that hand off to each other as her emotional state shifts.

Voice AI roleplay is a proven B2B category — sales teams use it for call training.

There's a hard conversation scenario too — she's angry about something you did, she's not hearing logic, and you have to navigate her emotions before you can resolve anything.

1 час назад @ news.ycombinator.com
Show HN: Pgsemantic – Point at your Postgres DB, get vector search instantly
Show HN: Pgsemantic – Point at your Postgres DB, get vector search instantly Show HN: Pgsemantic – Point at your Postgres DB, get vector search instantly

Inspect scores your text columns for semantic search suitabilityColumns are ranked by average text length and content quality.

Scan your database and find the best columns for semantic search pgsemantic inspect postgresql://user:pass@host/db # 2.

Set up semantic search on a table pgsemantic apply postgresql://user:pass@host/db --table products --column description # 3.

Search pgsemantic search " lightweight running shoes " --table products # 5.

Check coverage across all tables pgsemantic statusWeb UI walkthroughStarting the UI# Default — binds to localhost:8080 pgsemantic ui # Custom port pgsemantic ui --port 3000 # Allow access from other machines on your network pgsemantic ui --host 0.0.0…

1 час назад @ github.com
Show HN: Order Empanadas from the CLI in SF
Show HN: Order Empanadas from the CLI in SF Show HN: Order Empanadas from the CLI in SF

This CLI tool makes a call to an AWS lambda which loads the current state of their menu.

The tricky part was navigating the square menu.

If they change their menu, then the CLI tool will require an update.

I had built CLI tools for work many times but this was a fun change of pace and a nice chance to try some different idea.

When they opened a second location under Salesforce tower in SF, I thought it might be fun to have a CLI tool for ordering.

1 час назад @ github.com
Show HN: Connect MotherDuck and build dashboards with AI-generated DuckDB SQL
Show HN: Connect MotherDuck and build dashboards with AI-generated DuckDB SQL Show HN: Connect MotherDuck and build dashboards with AI-generated DuckDB SQL

“ Connect to our MotherDuck database and build a dashboard from the sales schema.

” Try this prompt“ I have a set of Parquet files in S3.

Query them directly through MotherDuck — no import needed.

” Try this prompt“ Run a cohort retention analysis on our user_events table.

” Try this prompt

1 час назад @ camelai.com
Show HN: Subway – The Fastest NYC Train App
Show HN: Subway – The Fastest NYC Train App Show HN: Subway – The Fastest NYC Train App

The developer, Josh Begley, indicated that the app’s privacy practices may include handling of data as described below.

This information has not been verified by Apple.

For more information, see the developer’s privacy policy .

To help you better understand the developer’s responses, see Privacy Definitions and Examples .

Privacy practices may vary, for example, based on the features you use or your age.

2 часа назад @ apps.apple.com
Show HN: Visitran – Cursor for Data Transformations (open source)
Show HN: Visitran – Cursor for Data Transformations (open source) Show HN: Visitran – Cursor for Data Transformations (open source)

Modern, Pythonic Data TransformsBuild data transformation pipelines using Python — with a visual IDE and AI assistant.

Visitran is an open-source data transformation tool that supports no-code (visual drag-and-drop) and AI-assisted (natural language) approaches to data modeling.

git clone https://github.com/Zipstack/visitran.git cd visitran cp backend/sample.env backend/.env cd docker docker compose up --build -dOpen http://localhost:3000 and Sign Up to create your account — that's it!

AI Features (optional): Get an API key from app.visitran.com and add VISITRAN_AI_KEY=vtk_... to backend/.env , then restart with docker compose restart backend .

Fork the repo and create a feature branch from…

2 часа назад @ github.com
Show HN: Coding Interview Invisible Assistant
Show HN: Coding Interview Invisible Assistant Show HN: Coding Interview Invisible Assistant

// Two Sum — return indices of two numbers that add to targetdef two_sum (nums, target):seen = {}for i, n in enumerate (nums):diff = target - nif diff in seen:return [seen[diff], i]seen[n] = i

2 часа назад @ blind.codes
Show HN: Sift – local, de-noised GitHub notifications
Show HN: Sift – local, de-noised GitHub notifications Show HN: Sift – local, de-noised GitHub notifications

SiftSift is a local-first GitHub inbox organizer for people who live in pull requests and issues.

GitHub notifications are good at collecting activity and weak at prioritizing it.

If no secure credential store is available, Sift falls back to local config storage.

If that port is busy, Sift will automatically move to the next available local port.

If you prefer not to install globally:npx gh-siftApple Silicon noteRun npm install -g gh-sift --build-from-source only if you hit a better-sqlite3 architecture mismatch after switching between native and Rosetta terminals.

2 часа назад @ github.com
Show HN: PromptPrivacy – Open-source tool to track how AI models use your data
Show HN: PromptPrivacy – Open-source tool to track how AI models use your data

Article URL: https://prompt-privacy.vercel.app/

Comments URL: https://news.ycombinator.com/item?id=47520657

Points: 1

# Comments: 0

2 часа назад @ prompt-privacy.vercel.app
Show HN: TexoCAD – Describe a part in words, get actual editable CAD
Show HN: TexoCAD – Describe a part in words, get actual editable CAD Show HN: TexoCAD – Describe a part in words, get actual editable CAD

Hey HN, been hacking on this for a while and figured it's time to share.

TexoCAD (https://www.texocad.ai) – you tell it what part you want in plain english (or throw a sketch at it), and it gives you real parametric CAD back.

Not a mesh you can't do anything with – actual BREP you can edit and export as STEP, STL, or 3MF.

You can also just keep tweaking it by saying stuff like "make it thicker" or "add a hole on the side."

Basically trying to kill the gap between having an idea and having something you can prototype.

2 часа назад @ news.ycombinator.com
Show HN: Vellyr – small JavaScript non-lazy signals library
Show HN: Vellyr – small JavaScript non-lazy signals library Show HN: Vellyr – small JavaScript non-lazy signals library

The signals are not lazy, so all derived signals will be automatically re-computed on any sources change.

map ( ( state ) => state .

filter ( ( item ) => item .

map ( ( item ) => item .

You can provide a custom equality function, and the signal you are deriving from can have its own equality function as well.

2 часа назад @ github.com
Show HN: Τ³-Bench is out – can agents handle complex docs and live calls?
Show HN: Τ³-Bench is out – can agents handle complex docs and live calls? Show HN: Τ³-Bench is out – can agents handle complex docs and live calls?

τ-Bench is an open benchmark for evaluating AI agents on grounded, multi-turn customer service tasks with verifiable outcomes.

With τ³-Bench, we're extending it to two new settings: knowledge-intensive retrieval and full-duplex voice.

We found that the bottleneck isn't retrieval — it's reasoning over complex, interlinked policies and executing the right actions in the right order.

τ-Voice: same grounded tasks, but over live full-duplex voice with realistic audio — accents, background noise, interruptions, compressed phone lines.

Voice agents score 31–51% in clean audio conditions and 26–38% in realistic ones.

2 часа назад @ news.ycombinator.com
Show HN: AI Chat that dynamically assembles UI over time
Show HN: AI Chat that dynamically assembles UI over time Show HN: AI Chat that dynamically assembles UI over time

This is super early beta so its kinda messyThe general idea is that when you have a conversation with AI it ends up being this really long conversation and you have to scroll up or search through a bunch of text to find what you are looking for. On my site you can have a conversation and the AI will try to structure it in a more readable way by building a ux. Try it out and let me know what you think ! Comments URL: https://news.ycombinator.com/item?id=47520437

Points: 1

# Comments: 0

2 часа назад @ beta.kailaido.com
Starter Story Starter Story
последний пост None
Indiehackers
последний пост 1 day, 3 hours назад
Growing a fully-autonomus business to a $500k/mo in 3 months
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1 day, 3 hours назад @ rss.app
How are you finding consistent users or clients early on?
How are you finding consistent users or clients early on? How are you finding consistent users or clients early on?

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1 day, 5 hours назад @ rss.app
I relaunched my AI contract tool on Product Hunt today - here's what 400+ founders taught me
I relaunched my AI contract tool on Product Hunt today - here's what 400+ founders taught me I relaunched my AI contract tool on Product Hunt today - here's what 400+ founders taught me

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1 day, 12 hours назад @ rss.app
How are you comparing multiple offers today? (job offers, vendors, SaaS, etc.)
How are you comparing multiple offers today? (job offers, vendors, SaaS, etc.) How are you comparing multiple offers today? (job offers, vendors, SaaS, etc.)

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1 day, 14 hours назад @ rss.app
How are you tracking burn rate and runway right now?
How are you tracking burn rate and runway right now? How are you tracking burn rate and runway right now?

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2 days назад @ rss.app
50 questions to ask before you buy
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Need a Dev to Move Your Startup Forward?
Need a Dev to Move Your Startup Forward? Need a Dev to Move Your Startup Forward?

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2 days, 6 hours назад @ rss.app
I thought I had a productivity problem. Turns out, I had a clarity problem.
I thought I had a productivity problem. Turns out, I had a clarity problem. I thought I had a productivity problem. Turns out, I had a clarity problem.

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2 days, 7 hours назад @ rss.app
I built 9 free AI tools in one day using Lovable — here's what I learned
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2 days, 21 hours назад @ rss.app
From 0 to $80 in 9 Days: What I Learned Building Korean Data APIs on Apify
From 0 to $80 in 9 Days: What I Learned Building Korean Data APIs on Apify From 0 to $80 in 9 Days: What I Learned Building Korean Data APIs on Apify

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2 days, 23 hours назад @ rss.app
I shipped 3 features this weekend based entirely on community feedback. Here's what
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3 days, 4 hours назад @ rss.app
Looking for Technical Cofounder for Heavy Civil SaaS
Looking for Technical Cofounder for Heavy Civil SaaS Looking for Technical Cofounder for Heavy Civil SaaS

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3 days, 4 hours назад @ rss.app
I automated the most annoying part of shipping side projects
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4 days, 3 hours назад @ rss.app
I realized showing problems isn’t enough — so
I realized showing problems isn’t enough — so I realized showing problems isn’t enough — so

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4 days, 3 hours назад @ rss.app
How do you combine sign up and payment in one checkout flow?
How do you combine sign up and payment in one checkout flow? How do you combine sign up and payment in one checkout flow?

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4 days, 3 hours назад @ rss.app
Reddit: /r/SideProject Reddit: /r/SideProject
последний пост 54 минуты назад
Built a tiny tool 3 weeks ago, now 57 people are using it
Built a tiny tool 3 weeks ago, now 57 people are using it

About 3 weeks ago I shipped a small side project called FindMeLink. The idea came from a simple frustration — I’d see products in Instagram reels, check comments for links, go to bio, scroll… and sometimes still not find it. So I built something that lets you just DM a reel and get the product link back. Didn’t expect much honestly, but right now 57 people have started using it. No ads, just a few posts and sharing it around. Still early, but it’s interesting to see strangers actually try something you built. Biggest learning so far: Even small friction like “link in bio” is enough of a problem if you hit it at the right moment. Still early, still rough in places, but glad I didn’t overbuil…

54 минуты назад @ reddit.com
i built an app that turns any topic into a full youtube video using ai.. giving it away for free
i built an app that turns any topic into a full youtube video using ai.. giving it away for free

been working on this for a while and finally ready to share. it's called clipmatic. a desktop app where you type in any topic and it produces a complete video. s cript, voiceover, ai images or ai video clips, tiktok-style captions, transitions, everything. you just type something like "top 5 ai tools in 2026" and it handles the entire pipeline. topic in, video out. no editing, no timeline dragging. it runs locally on mac or windows, you use your own api keys so there's zero markup on ai costs a typical video costs around $1-3 to produce and there's a built-in cost calculator that shows the exact breakdown before you generate anything. the cool part is it does everything in parallel..voice, …

1 час назад @ reddit.com
Added a landing page to my app today. Would love honest feedback
Added a landing page to my app today. Would love honest feedback

Hey, I added a landing page for my app today, plus a small web version where you can start a list in the browser and move it to the app with a QR code. Would really love honest feedback on the page and the overall idea: https://almost-out.devonwheels.com/ Main thing I’m trying to figure out: Is it clear what the app does? Does the web-to-app QR flow make sense? Does anything feel confusing or unnecessary? Thanks, any honest thoughts are welcome. submitted by /u/CountryLower392 [link] [comments]

1 час назад @ reddit.com
Testing all the reddit listening platforms
Testing all the reddit listening platforms

I'm in the phase of building my app where I need to reach out to a few people to get feedback. I looked at all the tools for how to do this, trying to find a solo-dev project if I could. Here are my reviews Listnrapp Bills itself as very cheap, around 0.01-0.03 per alert, this is truly amazingly cheap, but the targeting is only for specific keywords in particular reddits, so it won't be helpful for me to find more general discussions I should be present in, or reddits I wasn't aware of. I also tried setting up phone alerts and got multiple errors in the process. This may be a good option if all you want is to monitor your brand name and be alerted when it is mentioned F5Bot They have a free…

1 час назад @ reddit.com
I got mass-addicted to YouTube for research, tried NotebookLM, hit the 50-source wall. So I built my own tool.
I got mass-addicted to YouTube for research, tried NotebookLM, hit the 50-source wall. So I built my own tool.

I watch a lot of YouTube. Channels about AI, dev tools, marketing, business. For me its a legit research source. The problem: I'd find an amazing insight in some 45min video, bookmark it, and then never find it again. Or I'd remember "someone said something about RAG pipelines being overengineered" but have zero idea which video, which channel, which timestamp. My workflow was basically: bookmark > forget > rewatch 30 min of a video to find one sentence > hate myself. NotebookLM attempt Tried using NotebookLM for this. And honestly, for 5-10 sources its great. But I follow like 30+ channels. Each one posts weekly. You hit the 50-source cap fast, and then you're done. No way to auto-ingest w…

1 час назад @ reddit.com
I built an app to help me monitor brand mentions. Then I used it to monitor itself. Here’s what I found.
I built an app to help me monitor brand mentions. Then I used it to monitor itself. Here’s what I found. I built an app to help me monitor brand mentions. Then I used it to monitor itself. Here’s what I found.

I run a DevRel consultancy and build SaaS products on the side. My time is genuinely limited. Every tool I use has to earn its place or it gets cut. When I launched MentionDrop, I had the same problem every indie founder has. You ship something, post about it, and then… silence. You have no idea if people are talking about it. You refresh Hacker News manually. You search your product name on Reddit every few days and forget what you already read. You set up Google Alerts and they show up two weeks late and completely out of context. I was building a tool to solve exactly this problem for other people, and I wasn’t using it for myself. So I set up a MentionDrop monitor for MentionDrop. Withi…

1 час назад @ reddit.com
I built a free AI tool that fixes resumes in seconds
I built a free AI tool that fixes resumes in seconds

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

2 часа назад @ reddit.com
1st successful attempt on production app
1st successful attempt on production app

Just ran the first real-world test for email extraction and the results are 🔥. 🎒 Logic refined. 🎒 UI ready for eyes. 🎒 Deals secured. Please try it and roast my UI. What’s missing? I'm all ears! MyCouponBag is a coupon management platform (web + app) that helps users collect, organize, and use discount codes in one place so you never miss savings. Try it: https://mycouponbag.com submitted by /u/thesagya [link] [comments]

2 часа назад @ reddit.com
Built an AI social media SaaS as a side project (thinking of selling for 120usd)
Built an AI social media SaaS as a side project (thinking of selling for 120usd)

Hey everyone, I recently built a side project called Postigator and wanted to share it here. 🌐 Demo: https://postigator.vercel.app 💡 What it is Postigator is an AI-powered social media content generator that creates posts, captions, comments, and short-form scripts tailored for different platforms. The main focus was to make content that actually fits each platform’s style and format, instead of generic AI outputs. 🌍 Platforms supported • LinkedIn • X (Twitter) • Reddit • Threads • Instagram • TikTok ⚙️ Features • AI Post Generator • AI Comment Writer • Instagram captions + hashtags • TikTok script generator (hook-based) • Content Idea Generator • Content Repurposer (1 idea → multiple platf…

2 часа назад @ reddit.com
i built a fitness app focused on recovery and friendly analysis ai instead of just workouts
i built a fitness app focused on recovery and friendly analysis ai instead of just workouts

i’ve been working on a fitness app for a while and realized something weird most apps only track what you did, but they don’t really help you understand when your body is actually ready again so i started building something a bit different instead of just logging workouts, the app visually shows your body state each muscle group changes color depending on recovery red = overworked yellow = recovering green = ready the idea is to make it super intuitive without digging into numbers or charts i’m still figuring out a lot of things (especially around onboarding and what users actually care about most), but the core concept is starting to feel solid curious if this is something you’d actually u…

2 часа назад @ reddit.com
Full-stack developer here. Tired of bloated apps, I created an ultra-smooth utility. How can I make it thrive?
Full-stack developer here. Tired of bloated apps, I created an ultra-smooth utility. How can I make it thrive?

Hi everyone, I've been a full-stack developer for a while now. For my latest personal project, I decided to create my first mobile app. It's an ultra-minimalist white noise app that doesn't require an account. A single click is all it takes to fall asleep or concentrate. I gave it a "Deep Dark" aesthetic for optimal visual comfort at night. Here's my problem: since the app is designed to be discreet and unobtrusive, I'm struggling to find the best marketing strategy without a budget. If you've already launched a minimalist tool: Where is the "anti-bloatware" community? Do you have any tips for organically acquiring my first 1,000 users? I'd really appreciate your feedback, even critical fee…

2 часа назад @ reddit.com
Built a meeting bot API because Recall.ai was too expensive for my other side project
Built a meeting bot API because Recall.ai was too expensive for my other side project

been working on this for a while now, an API that lets you send bots into zoom/teams/google meet calls to record and transcribe started because i was building an ai notetaker and recall.ai wanted $0.70/hr which killed my margins completely. figured others might have the same problem basically you hit the api with a meeting link, bot joins, and you get back audio + transcript. supports like 10 different transcription providers sitting at $0.35/hr now which makes it actually viable for indie projects not trying to compete with the fireflies/otter consumer stuff, more for devs who want to build their own meeting tools without dealing with the infrastructure nightmare would love feedback, is th…

2 часа назад @ reddit.com
I made an app for people tired of being productive
I made an app for people tired of being productive I made an app for people tired of being productive

Hey everyone! 👋 I kept downloading screen blocker apps and every single one made me feel guilty. Block your apps, track your focus time, see how productive your offline hours were. I just wanted to put my phone down without it turning into a performance So I built the opposite: Disappear - an app that just blocks everything on your phone and sends you off with a tiny happy cat on a train. No scores. No streaks. No notifications telling you how well you disconnected. Just gone for a while The whole point isn't to become a better, more optimized version of yourself. It's to go outside, read something, sit in a café, stare at the ceiling. Disappear for a bit. The cat travels with you while you…

3 часа назад @ reddit.com
An actual side project that has evolved over years that my family uses to manage and collaborate on finances
An actual side project that has evolved over years that my family uses to manage and collaborate on finances

My side project is the result of a ~3 years evolving from paper and pencil, to Google Sheets, to a small web app. The whole idea was built around forward thinking and understanding what our cash will look like in a few months based on decisions we make today. Things like: If we pay extra on the credit card, how tight will that make things three months from now? If we book that summer trip, what does our money look like in December? You add budgets for things like groceries, bills...etc., layer in your income, and it builds out your forecast. Add transactions as you spend and the forecast updates. You can share it with someone (my wife and I use it together) or spin up a separate "what if" v…

3 часа назад @ reddit.com
I’ll generate programmatic SEO pages that target real Google keywords for your site
I’ll generate programmatic SEO pages that target real Google keywords for your site

For the past 3 years I've been working in SEO, mostly experimenting and building small tools around it. To be honest - almost everything I built failed. Nothing dramatic. Just the usual indie maker story: tools nobody used features nobody asked for building things in isolation So this time I want to try something different. Instead of building another SEO tool and hoping people will use it, I want to start by helping people first and learning from real feedback. Right now I'm experimenting with something that generates programmatic SEO pages. The idea is simple: create pages targeting long-tail search queries that can bring consistent organic traffic. But before turning this into a real pro…

3 часа назад @ reddit.com
Product Hunt Product Hunt
последний пост 13 часов назад
TurboQuant
TurboQuant

New LLM compression algorithm by Google Discussion | Link

13 часов назад @ producthunt.com
agumbe.dev
agumbe.dev

AI workspaces for building and running apps on Kubernetes Discussion | Link

16 часов назад @ producthunt.com
Keystone
Keystone

Teach your repo how to run itself Discussion | Link

21 час назад @ producthunt.com
Aikido × Lovable
Aikido × Lovable

Agentic pentesting, now inside Lovable Discussion | Link

21 час назад @ producthunt.com
Basedash Insights
Basedash Insights

Fully autonomous data analysis agent for daily insights Discussion | Link

23 часа назад @ producthunt.com
Claude Code: Auto Mode
Claude Code: Auto Mode

Let Claude make permission decisions on your behalf Discussion | Link

1 day, 1 hour назад @ producthunt.com
3Flow AI
3Flow AI

Generate design images and 3D models for product design Discussion | Link

1 day, 5 hours назад @ producthunt.com
Facts...No Bullsh*t
Facts...No Bullsh*t

Stop BS in real-time with AI that fact-checks as you listen Discussion | Link

1 day, 6 hours назад @ producthunt.com
Descent
Descent

Set a budget and get alerted when flights get cheap Discussion | Link

1 day, 6 hours назад @ producthunt.com
Axra
Axra

AI-native global banking on stablecoins for emerging markets Discussion | Link

1 day, 7 hours назад @ producthunt.com
Toone
Toone

AI teams that run your work Discussion | Link

1 day, 8 hours назад @ producthunt.com
CronBox
CronBox

Where AI agents work at a schedule in the cloud Discussion | Link

1 day, 8 hours назад @ producthunt.com
Uni-1 by Luma
Uni-1 by Luma

A unified foundation model that thinks in pixels Discussion | Link

1 day, 9 hours назад @ producthunt.com
ClipTask
ClipTask

Turns screen recording into structured, AI-generated tasks Discussion | Link

1 day, 9 hours назад @ producthunt.com
LayerProof Matte
LayerProof Matte

Repurpose social media posts with unique content per format Discussion | Link

1 day, 13 hours назад @ producthunt.com
Путешествия
Vandrouki Vandrouki
последний пост 4 months, 3 weeks назад
Прямые рейсы между Оманом и Кенией
Прямые рейсы между Оманом и Кенией

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: […]

4 months, 3 weeks назад @ vandrouki.ru
Volotea: полеты по Европе и в Марокко
Volotea: полеты по Европе и в Марокко

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 […]

4 months, 3 weeks назад @ vandrouki.ru
Шри-Ланка и ОАЭ в одной поездке из Екатеринбурга
Шри-Ланка и ОАЭ в одной поездке из Екатеринбурга Шри-Ланка и ОАЭ в одной поездке из Екатеринбурга

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.

4 months, 4 weeks назад @ vandrouki.ru
Белавиа: прямые рейсы из Москвы в Могилев
Белавиа: прямые рейсы из Москвы в Могилев Белавиа: прямые рейсы из Москвы в Могилев

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.

4 months, 4 weeks назад @ vandrouki.ru
10 ночей во Вьетнаме с вылетом из Благовещенска
10 ночей во Вьетнаме с вылетом из Благовещенска 10 ночей во Вьетнаме с вылетом из Благовещенска

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.

4 months, 4 weeks назад @ vandrouki.ru
Таиланд + ОАЭ из Москвы с захватом Нового года
Таиланд + ОАЭ из Москвы с захватом Нового года Таиланд + ОАЭ из Москвы с захватом Нового года

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.

4 months, 4 weeks назад @ vandrouki.ru
Прямые рейсы из Екатеринбурга в Армению
Прямые рейсы из Екатеринбурга в Армению Прямые рейсы из Екатеринбурга в Армению

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.

4 months, 4 weeks назад @ vandrouki.ru
Готовые путешествия из Казани на остров Бали
Готовые путешествия из Казани на остров Бали Готовые путешествия из Казани на остров Бали

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

4 months, 4 weeks назад @ vandrouki.ru
Прямой рейс из Египта в Самару
Прямой рейс из Египта в Самару Прямой рейс из Египта в Самару

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.

4 months, 4 weeks назад @ vandrouki.ru
Прямой рейс Аэрофлота с Сейшельских островов в Москву
Прямой рейс Аэрофлота с Сейшельских островов в Москву Прямой рейс Аэрофлота с Сейшельских островов в Москву

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.

4 months, 4 weeks назад @ vandrouki.ru
Из Казани в Новокузнецк за почти бесплатно
Из Казани в Новокузнецк за почти бесплатно Из Казани в Новокузнецк за 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.

5 months назад @ vandrouki.ru
Etihad Airways: полеты из Казани в Азию
Etihad Airways: полеты из Казани в Азию Etihad Airways: полеты из Казани в Азию

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.

5 months назад @ vandrouki.ru
Таиланд или Таиланд + Хайнань в одной поездке из Москвы
Таиланд или Таиланд + Хайнань в одной поездке из Москвы Таиланд или Таиланд + Хайнань в одной поездке из Москвы

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.

5 months назад @ vandrouki.ru
AZAL: полеты из Москвы, Питера и Екб на Ближний Восток, в Индию и на Мальдивы
AZAL: полеты из Москвы, Питера и Екб на Ближний Восток, в Индию и на Мальдивы AZAL: полеты из Москвы, Питера и Екб на Ближний Восток, в Индию и на Мальдивы

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 —…

5 months назад @ vandrouki.ru
Подборка недорогих билетов по всему миру
Подборка недорогих билетов по всему миру Подборка недорогих билетов по всему миру

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.

5 months назад @ vandrouki.ru
Atlas Obscura: Stories Atlas Obscura: Stories
последний пост 2 часа назад
Hope Cross in Glossop, England
Hope Cross in Glossop, England Hope Cross in Glossop, England

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2 часа назад @ atlasobscura.com
The Buried Church Beneath Musée Rude in Dijon, France
The Buried Church Beneath Musée Rude in Dijon, France The Buried Church Beneath Musée Rude in Dijon, France

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Terracotta Army of Qin Shi Huang in Xian Shi, China
Terracotta Army of Qin Shi Huang in Xian Shi, China Terracotta Army of Qin Shi Huang in Xian Shi, China

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6 часов назад @ atlasobscura.com
Ancient Walls of Valencia in Valencia, Spain
Ancient Walls of Valencia in Valencia, Spain Ancient Walls of Valencia in Valencia, Spain

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1 day назад @ atlasobscura.com
Franklin College Benjamin Franklin Statue in Franklin, Indiana
Franklin College Benjamin Franklin Statue in Franklin, Indiana Franklin College Benjamin Franklin Statue in Franklin, Indiana

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Forbes Street Tree Wall in Hong Kong
Forbes Street Tree Wall in Hong Kong Forbes Street Tree Wall in Hong Kong

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Pope Leo XIV's Childhood Home in Dolton, Illinois
Pope Leo XIV's Childhood Home in Dolton, Illinois Pope Leo XIV's Childhood Home in Dolton, Illinois

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1 day, 6 hours назад @ atlasobscura.com
Site of the Invention of Irn-Bru in Glasgow, Scotland
Site of the Invention of Irn-Bru in Glasgow, Scotland Site of the Invention of Irn-Bru in Glasgow, Scotland

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2 days назад @ atlasobscura.com
House of the Lion in Vale do Sol, Brazil
House of the Lion in Vale do Sol, Brazil House of the Lion in Vale do Sol, Brazil

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Cristoforo Colombo statue in Central Park in Mishawaka, Indiana
Cristoforo Colombo statue in Central Park in Mishawaka, Indiana Cristoforo Colombo statue in Central Park in Mishawaka, Indiana

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Springthorpe Memorial in Kew, Australia
Springthorpe Memorial in Kew, Australia Springthorpe Memorial in Kew, Australia

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2 days, 6 hours назад @ atlasobscura.com
I Asked. You Answered. Now I Have Some Questions for You.
I Asked. You Answered. Now I Have Some Questions for You. I Asked. You Answered. Now I Have Some Questions for You.

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4 days, 7 hours назад @ atlasobscura.com
Paul’s Vintage Bicycle Museum in Elizabeth, Illinois
Paul’s Vintage Bicycle Museum in Elizabeth, Illinois Paul’s Vintage Bicycle Museum in Elizabeth, Illinois

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5 days назад @ atlasobscura.com
Gececondu of Kreuzberg in Berlin, Germany
Gececondu of Kreuzberg in Berlin, Germany Gececondu of Kreuzberg in Berlin, Germany

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The Largest Coffee Cup in Colombia in Chinchiná, Colombia
The Largest Coffee Cup in Colombia in Chinchiná, Colombia The Largest Coffee Cup in Colombia in Chinchiná, Colombia

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5 days, 4 hours назад @ atlasobscura.com
T—Ж T—Ж
последний пост None
Европейское айти
EU-startups EU-startups
последний пост 6 часов назад
YC-backed Mandel AI raises €3.6 million Seed round for its AI supply chain coordination platform
YC-backed Mandel AI raises €3.6 million Seed round for its AI supply chain coordination platform YC-backed Mandel AI raises €3.6 million Seed round for its AI supply chain coordination platform

Mandel AI, a Sofia-based startup specialising in AI supply chain coordination that helps manufacturers manage supplier coordination, detect disruptions, and automate procurement, has closed a €3.6 million Seed round.

“Every supply chain system was built to track what happened.

We built the AI for the people who keep supply chains running,” said Nick Gospodinov, Founder and CEO.

Founded in 2023, Mandel AI aims to replace the spreadsheets and email chains that still run most industrial supply chains today.

It surfaces supply chain disruptions and supplier updates with email AI.

6 часов назад @ eu-startups.com
Europe’s push for resilient, flexible power systems fuels €43 million round for Germany’s Entrix
Europe’s push for resilient, flexible power systems fuels €43 million round for Germany’s Entrix Europe’s push for resilient, flexible power systems fuels €43 million round for Germany’s Entrix

This milestone underscores the long-term partnerships and operational depth we have built across Europe.”Munich-based Entrix’s €43 million raise comes amid a broader wave of investment into battery storage, optimisation software and grid-flexibility platforms across Europe.

Additional activity spans adjacent flexibility and storage technologies, including Hybrid Greentech (Copenhagen, €15 million), Photoncycle (Oslo, €15 million), and LIFEPOWR (Antwerp, €5.65 million).

According to the company, as renewable penetration accelerates and power markets become increasingly volatile, orchestrating flexibility across markets becomes critical, and increasingly urgent.

Iberia is one of Europe’s most…

8 часов назад @ eu-startups.com
European Deeptech Week 2026: How collaboration is shaping the future of DeepTech in Europe (Sponsored)
European Deeptech Week 2026: How collaboration is shaping the future of DeepTech in Europe (Sponsored) European Deeptech Week 2026: How collaboration is shaping the future of DeepTech in Europe (Sponsored)

Over five days, European Deeptech Week brought together more than 1,900 participants from 45 countries, featuring 330 speakers across 20 parallel events.

A central hub for Europe’s deeptech ecosystemBeyond its programme, European Deeptech Week highlighted the importance of having a centralised space where Europe’s deeptech community can come together to exchange ideas, align priorities and develop new solutions.

This combination of idea exchange and practical execution reinforced the role of European Deeptech Week as a platform not only for discussion, but for action.

European Deeptech Week 2026 showed that when Europe’s deeptech community comes together in a focused and coordinated way, it…

9 часов назад @ eu-startups.com
Epoch Biodesign raises €10.3 million to use AI and enzymes to recycle plastic and textile waste at commercial scale
Epoch Biodesign raises €10.3 million to use AI and enzymes to recycle plastic and textile waste at commercial scale Epoch Biodesign raises €10.3 million to use AI and enzymes to recycle plastic and textile waste at commercial scale

Epoch Biodesign, a London-based BioTech startup specialising in enzymatic recycling technology, has closed a €10.3 million ($12 million) financing round to accelerate the commercialisation of its recycled nylon 6,6.

Very soon, recycled nylon 6,6 will be available to our partners in apparel, automotive and beyond.”Founded in 2019, Epoch Biodesign combines artificial intelligence and advanced synthetic biology to design enzymes to efficiently recycle end-of-life plastic and textile waste at a commercial scale.

“With Epoch’s process, waste garments and other nylon materials will be transformed back into their original chemical building blocks – monomers, specifically adipic acid and HMDA.

Earl…

10 часов назад @ eu-startups.com
Barcelona’s Galtea raises €2.7 million, backed by Mozilla Ventures, for its AI evaluation platform
Barcelona’s Galtea raises €2.7 million, backed by Mozilla Ventures, for its AI evaluation platform Barcelona’s Galtea raises €2.7 million, backed by Mozilla Ventures, for its AI evaluation platform

Galtea, a Barcelona-based AI evaluation platform that helps enterprises and developers ship reliable AI agents in production, today announced a €2.7 million ($3.2 million) Seed funding round.

It states that AI testing costs an estimated €11.2 billion ($13 billion) annually for companies across Europe and the US.

It emphasises that, as AI agents are developed and deployed more rapidly, AI teams that neglect comprehensive testing for accuracy, performance, behaviour, and security risks fall behind.

Galtea claims to make AI testing affordable and efficient, improving AI development globally.

Over 6,000 test scenarios were automatically created for the agent via Galtea, saving approximately 600…

12 часов назад @ eu-startups.com
Germany’s INCIRT bags €4.8 million for new chip architecture aimed at boosting Europe’s semiconductor capabilities
Germany’s INCIRT bags €4.8 million for new chip architecture aimed at boosting Europe’s semiconductor capabilities Germany’s INCIRT bags €4.8 million for new chip architecture aimed at boosting Europe’s semiconductor capabilities

INCIRT, an Aachen-based DeepTech company specialising in broadband data conversion technology, has closed a €4.8 million funding round for the commercialisation of its new chip architecture.

“Our architecture enables performance gains that are hardly achievable with classical semiconductor development.

At the same time, we demonstrate that high-performance chips can also be realised with European manufacturing technology.

One goal, for example, is that in ten years all European satellite constellations — around 5,000 to 10,000 units — will be equipped with INCIRT technology,” said Oner Hanay, co-founder and CEO of INCIRT.

INCIRT claims that it developed a system architecture that does not f…

13 часов назад @ eu-startups.com
Vienna-based Minimist closes €1 million pre-Seed to power second-hand retail with AI
Vienna-based Minimist closes €1 million pre-Seed to power second-hand retail with AI Vienna-based Minimist closes €1 million pre-Seed to power second-hand retail with AI

Minimist, a Vienna-based technology startup building an AI-powered listing engine for second-hand retailers, has closed a €1 million pre-Seed round to be the invisible backbone of global resale.

Founded in 2024, Minimist is on a mission to make second-hand shopping indistinguishable from buying new.

It provides an AI-powered “co-pilot for selling” that allows retailers to digitise unique items in under 30 seconds.

According to the company, the global second-hand market is valued at hundreds of billions, yet 93% of its inventory never appears online.

“We invested because Minimist is addressing a real bottleneck in resale: turning large volumes of unique second-hand items into sellable online…

15 часов назад @ eu-startups.com
London’s Zalos raises €3.1 million Seed to bring AI agents to enterprise finance workflows
London’s Zalos raises €3.1 million Seed to bring AI agents to enterprise finance workflows London’s Zalos raises €3.1 million Seed to bring AI agents to enterprise finance workflows

Today Zalos, a London- and San Francisco-based developer of Computer Agents for finance operations, announced a €3.1 million ($3.6 million) Seed round to expand beyond the major midmarket ERPs and into large enterprise deployments and on-premise systems.

Together, these rounds amount to over €36 million, pointing to steady capital deployment into automation across finance and adjacent enterprise functions.

Hung Hoang, CTO and co-founder of Zalos adds: “The opportunity Zalos is addressing reflects a structural reality in enterprise finance.

Zalos’ Computer Agents work by converting screen recordings of finance workflows inside systems or Excel into agents.

Zalos’ computer agents don’t just a…

1 day, 8 hours назад @ eu-startups.com
Gothenburg’s Volta Greentech secures €1.7 million to tackle global warming by reducing methane emissions from cows
Gothenburg’s Volta Greentech secures €1.7 million to tackle global warming by reducing methane emissions from cows Gothenburg’s Volta Greentech secures €1.7 million to tackle global warming by reducing methane emissions from cows

Volta Greentech, a Gothenburg-based BioTech startup tackling global warming by reducing methane emissions from cows, has raised nearly €1.7 million (18 million SEK) to support the market launch of its methane-reducing cow feed additive, Lome.

This investment allows us to accelerate the transition from scientific development to real-world impact, enabling farmers with great tools to battle global warming,” said Fredrik Åkerman, CEO of Volta Greentech.

Founded in 2019, Volta Greentech develops feed additives that gently suppress methane-producing microbes in the rumen, reducing emissions at their source while preserving valuable feed energy.

Volta Greentech states that Lome marks a new stage …

1 day, 9 hours назад @ eu-startups.com
Meet the experts joining the “Startup Media Landscape and PR Tips” panel discussion at the EU-Startups Summit 2026!
Meet the experts joining the “Startup Media Landscape and PR Tips” panel discussion at the EU-Startups Summit 2026! Meet the experts joining the “Startup Media Landscape and PR Tips” panel discussion at the EU-Startups Summit 2026!

For startups, media visibility can play a crucial role in building credibility, attracting investors, and reaching new customers.

But navigating the media landscape is not always straightforward.

She previously served as Editor-in-Chief at UKTN, Silicon Canals, and Gizbot, helping grow major tech media platforms and audiences.

Based in Barcelona, he has spent more than a decade covering European innovation, building one of the continent’s leading startup media platforms and organising the annual EU-Startups Summit.

Through his work, Thomas has closely followed the evolution of Europe’s startup landscape, connecting founders, investors, and ecosystem players across the region.

1 day, 10 hours назад @ eu-startups.com
Norway’s Lace Lithography lands €34.5 million to extend Moore’s Law by replacing light with atoms
Norway’s Lace Lithography lands €34.5 million to extend Moore’s Law by replacing light with atoms Norway’s Lace Lithography lands €34.5 million to extend Moore’s Law by replacing light with atoms

Lace Lithography, a Bergen-based chipmaking equipment startup, has raised €34.5 million ($40 million) in a Series A round to enable the next 100 years of chip production.

Since its founding two years ago, the company has secured over €51.7 million ($60 million) in total funding, including this round.

Our goal is not to replace the foundry workflow, but to supercharge and augment it,” said Dr Bodil Holst, CEO and co-founder of Lace Lithography.

By using atoms instead of light, it claims to extend Moore’s Law a decade beyond current tech.

The most advanced lithography machines today cost upwards of €380 million per unit, with the next generation expected to exceed €700 million.

1 day, 10 hours назад @ eu-startups.com
New female-led VC firm VitaminºC hits first close of its €18 million debut climate fund amid sector funding decline
New female-led VC firm VitaminºC hits first close of its €18 million debut climate fund amid sector funding decline New female-led VC firm VitaminºC hits first close of its €18 million debut climate fund amid sector funding decline

VitaminºC, a new female-led early-stage venture capital firm based in Zurich and San Francisco, today announced the first close of its €18 million ($20 million) debut early-stage climate fund.

“We’re here to rewire climate venture capital.

The first generation of climate technologies, such as wind and solar, is now cheaper than fossil fuels.

The fund invests €0.5–€1.5 million ($0.6–1.7 million) at pre-Seed and Seed stages.

Highlighting the significance of impact for the VC firm, it stated in the press release, “For VitaminºC, impact and returns are inseparable.

1 day, 12 hours назад @ eu-startups.com
Italy’s Foreverland unwraps €6 million to sweeten the European expansion of its cocoa-free chocolate alternative
Italy’s Foreverland unwraps €6 million to sweeten the European expansion of its cocoa-free chocolate alternative Italy’s Foreverland unwraps €6 million to sweeten the European expansion of its cocoa-free chocolate alternative

Foreverland, a FoodTech startup based in Milan and Puglia, today announced a €6 million funding round to expand across Europe and scale up the commercial growth of its cocoa-free chocolate alternative Choruba.

This round increases the company’s total capital raised to €9.4 million and includes follow-on participation from existing investors Kost Capital and Maia Ventures.

Its flagship innovation, Choruba (formerly Freecao), is a cocoa-free chocolate alternative made from resilient Mediterranean crops like Carob.

The site processes locally sourced Mediterranean ingredients, like carob, into cocoa-free chocolate alternatives intended for industrial applications.

Foreverland’s production plant…

1 day, 14 hours назад @ eu-startups.com
British HealthTech JAAQ closes €15 million Series A to grow enterprise partnerships
British HealthTech JAAQ closes €15 million Series A to grow enterprise partnerships British HealthTech JAAQ closes €15 million Series A to grow enterprise partnerships

JAAQ, a London-based clinically governed digital health and engagement platform, has raised a €15 million (£13 million) Series A, with Alex Packham, Serial Entrepreneur and Technology investor, joining as CEO.

“We have a structural problem in mental health: demand is infinite, capacity is finite.

Clinically governed mental health content, embedded inside the digital experiences people already use, is how we close that gap.

The platform serves large organisations across enterprise and healthcare, combining clinically governed mental health engagement with behavioural pathways that drive digital outcomes.

Their clinically governed approach and institutional integrations are exactly what the m…

2 days, 4 hours назад @ eu-startups.com
German startup Interloom lands €14.2 million Seed funding for AI agent knowledge infrastructure
German startup Interloom lands €14.2 million Seed funding for AI agent knowledge infrastructure German startup Interloom lands €14.2 million Seed funding for AI agent knowledge infrastructure

Interloom, a Munich-based enterprise operations platform that captures expert knowledge and transforms it into permanent memory for AI agents, today announced a €14.2 million ($16.5 million) Seed round.

Together, these rounds amount to approximately €74 million, reflecting steady capital inflows into enterprise AI infrastructure and applications.

“Our experience with enterprise AI agents platforms like Cognigy showed us how important context is.

Founded in 2024, Interloom helps enterprises capture the operational knowledge of their experts and turn it into a memory layer for AI agents.

Once an expert resolves a case, Interloom ensures that future employees and AI agents have access to that …

2 days, 7 hours назад @ eu-startups.com
Tech.eu Tech.eu
последний пост 4 часа назад
futurepresent emerges from stealth with $300M Fund I to back AI across infrastructure and industry
futurepresent emerges from stealth with $300M Fund I to back AI across infrastructure and industry futurepresent emerges from stealth with $300M Fund I to back AI across infrastructure and industry

After more than a year of quietly investing, German VC firm futurepresent is emerging from stealth with Fund I totalling $300 million.The firm is being built as a deliberately small partnership with a...

4 часа назад @ tech.eu
Granola raises $125M at $1.5BN valuation
Granola raises $125M at $1.5BN valuation Granola raises $125M at $1.5BN valuation

Granola, the AI note-taking app, has bagged a $125m funding round, elevating its valuation to $1.5bn, hitting unicorn startus, it announced today. The funding round was led by Index Ventures, with par...

4 часа назад @ tech.eu
Y Combinator-backed Mandel AI raises $3.9M to automate global supply chains
Y Combinator-backed Mandel AI raises $3.9M to automate global supply chains Y Combinator-backed Mandel AI raises $3.9M to automate global supply chains

Mandel AI has raised $3.9 million Seed funding to build coordination for global supply chains. The startup has developed an AI supply chain coordinator that helps manufacturers manage supplier coord...

4 часа назад @ tech.eu
German fintech Solaris to axe 20 per cent of 400-strong workforce, as becomes “AI-native bank"
German fintech Solaris to axe 20 per cent of 400-strong workforce, as becomes “AI-native bank&quot; German fintech Solaris to axe 20 per cent of 400-strong workforce, as becomes “AI-native bank&quot;

One of Germany’s most high-profile fintechs in recent years is cutting 20 per cent of its workforce, as it looks to become an “AI-native bank", marking the latest restructure at Solaris.Solaris, which...

5 часов назад @ tech.eu
Entrix raises €43M as contracted battery storage portfolio reaches 3GW
Entrix raises €43M as contracted battery storage portfolio reaches 3GW Entrix raises €43M as contracted battery storage portfolio reaches 3GW

Battery optimisation company Entrix today announced two critical milestones. It has raised €43 million in funding and reached 3 GW / 8.5 GWh of contracted battery storage capacity. Of the contracted ...

7 часов назад @ tech.eu
With €30M Series A, Subbyx scales its subscription model across Europe
With €30M Series A, Subbyx scales its subscription model across Europe With €30M Series A, Subbyx scales its subscription model across Europe

Italian-based Subbyx, a technology scaleup focused oninfrastructure for the subscription economy, has closed a €30 million Series Afinancing round, bringing its total funding to €50 million across equ...

8 часов назад @ tech.eu
With $8M, Eunice brings institutional-grade AI to due diligence
With $8M, Eunice brings institutional-grade AI to due diligence With $8M, Eunice brings institutional-grade AI to due diligence

Eunice,a London-based company building due diligence infrastructure for regulatedmarkets, has raised $8 million in a combined seed and pre-seed funding roundled by Moonfire Ventures and Speedinvest, w...

8 часов назад @ tech.eu
The European IoT surge: How Czech tech won Vilnius [Sponsored]
The European IoT surge: How Czech tech won Vilnius [Sponsored] The European IoT surge: How Czech tech won Vilnius [Sponsored]

Every day in Vilnius, the capital of Lithuania, consumption data is automatically collected from hundreds of thousands of residential utility meters. There are no technicians in the field, no paper fo...

8 часов назад @ tech.eu
Building the path to 3D-printed organs, Cellbricks raises €10M for biofabricated tissue implants
Building the path to 3D-printed organs, Cellbricks raises €10M for biofabricated tissue implants Building the path to 3D-printed organs, Cellbricks raises €10M for biofabricated tissue implants

Berlin-founded biotech startup Cellbricks Therapeutics has raised €10 million to advance its goal of 3D-printed organs, beginning with biofabricated human tissue implants. If successful, Cellbricks i...

9 часов назад @ tech.eu
PAVE Space secures $40M to fast-track satellite deployment
PAVE Space secures $40M to fast-track satellite deployment PAVE Space secures $40M to fast-track satellite deployment

PAVE Space, a Swiss spaceinfrastructure company, has raised $40 million in seed funding to develop a newgeneration of spacecraft designed to move satellites rapidly between orbits.The round was led by...

9 часов назад @ tech.eu
Nick Candy-backed fintech VibePay falls into liquidation, job losses
Nick Candy-backed fintech VibePay falls into liquidation, job losses Nick Candy-backed fintech VibePay falls into liquidation, job losses

A Nick Candy-backed fintech founded by a “millionaire” who grew up on a council estate has gone into liquidation, leading to job losses, after investors pulled the plug on the payment app. Staff at ...

9 часов назад @ tech.eu
Deeptech startup Renasens lands €10M to scale textile recycling in Europe
Deeptech startup Renasens lands €10M to scale textile recycling in Europe Deeptech startup Renasens lands €10M to scale textile recycling in Europe

Renasens,a Stockholm-based deeptech company developing textile recycling technology, hasraised €10 million in a seed funding round led by Extantia, with participationfrom Course Corrected VC and conti...

9 часов назад @ tech.eu
Origin raises $30M Series A+ to improve global benefits efficiency
Origin raises $30M Series A+ to improve global benefits efficiency Origin raises $30M Series A+ to improve global benefits efficiency

Origin, an AI-native platform focused onmanaging global employee benefits, has raised $30 million in a Series A+funding round, bringing its total funding to over $50 million within the pastyear. The r...

10 часов назад @ tech.eu
Galtea lands $3.2M to cut costly AI testing delays
Galtea lands $3.2M to cut costly AI testing delays Galtea lands $3.2M to cut costly AI testing delays

Galtea, a providerof AI evaluation infrastructure, has raised $3.2 million in seed funding tofurther develop its platform for generating high-quality, use case-specifictest scenarios for generative AI...

11 часов назад @ tech.eu
Epoch Biodesign raises $12M to bring recycled nylon to scale
Epoch Biodesign raises $12M to bring recycled nylon to scale Epoch Biodesign raises $12M to bring recycled nylon to scale

Epoch Biodesign, a London-based company developingenzymatic recycling technology, has closed a $12 million strategic fundinground with participation from lululemon, KOMPAS VC, Happiness Capital,Extant...

12 часов назад @ tech.eu
TechCrunch: Europe TechCrunch: Europe
последний пост 1 day, 21 hours назад
Air Street becomes one of the largest solo VCs in Europe with $232M fund
Air Street becomes one of the largest solo VCs in Europe with $232M fund

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

1 day, 21 hours назад @ techcrunch.com
European Parliament blocks AI on lawmakers’ devices, citing security risks
European Parliament blocks AI on lawmakers’ devices, citing security risks

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

1 month назад @ techcrunch.com
One of Europe’s largest universities knocked offline for days after cyberattack
One of Europe’s largest universities knocked offline for days after cyberattack

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

1 month, 2 weeks назад @ techcrunch.com
Ireland proposes new law allowing police to use spyware
Ireland proposes new law allowing police to use spyware

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

2 months назад @ techcrunch.com
The European startup market’s data doesn’t match its energy — yet
The European startup market’s data doesn’t match its energy — yet

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

3 months назад @ techcrunch.com
Apple adds 650 megawatts of renewables in Europe with more coming in China
Apple adds 650 megawatts of renewables in Europe with more coming in China

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

5 months, 1 week назад @ techcrunch.com
European airports still dealing with disruptions days after ransomware attack
European airports still dealing with disruptions days after ransomware attack

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.

6 months назад @ techcrunch.com
EU cyber agency confirms ransomware attack causing airport disruptions
EU cyber agency confirms ransomware attack causing airport disruptions

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

6 months назад @ techcrunch.com
Dawn Capital’s Shamillah Bankiya breaks down the state of the Euro venture market
Dawn Capital’s Shamillah Bankiya breaks down the state of the Euro venture market

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.

6 months, 1 week назад @ techcrunch.com
Why European founders are winning (and it’s not about working less)
Why European founders are winning (and it’s not about working less)

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 […]

6 months, 1 week назад @ techcrunch.com
Lyft and China’s Baidu look to bring robotaxis to Europe next year
Lyft and China’s Baidu look to bring robotaxis to Europe next year

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

7 months, 3 weeks назад @ techcrunch.com
Neobank Revolut seeks $65B valuation, a year after its $45B deal
Neobank Revolut seeks $65B valuation, a year after its $45B deal

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, […]

8 months, 2 weeks назад @ techcrunch.com
Researchers confirm two journalists were hacked with Paragon spyware
Researchers confirm two journalists were hacked with Paragon spyware

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

9 months, 2 weeks назад @ techcrunch.com
Paragon says it canceled contracts with Italy over government’s refusal to investigate spyware attack on journalist
Paragon says it canceled contracts with Italy over government’s refusal to investigate spyware attack on journalist

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

9 months, 2 weeks назад @ techcrunch.com