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Hacker News Hacker News
последний пост 1 час назад
Moving fast in hardware: lessons from lab to $100M ARR
Moving fast in hardware: lessons from lab to $100M ARR Moving fast in hardware: lessons from lab to $100M ARR

When Colin Chapman said “simplify, then add lightness,” he was talking about racecars.

By designing the system around software control, we could alter plant dynamics such as reflected inertia using predictive algorithms.

AI-assisted control system design can tune thousands of parameters simultaneously against real-world data, finding operating points that manual calibration would take months to reach.

Hardware speed is learning speedThe best hardware teams move fast because they reduce the mass of the learning loop.

Simplify, then add lightness.

1 час назад @ blog.zacka.io
Claude Code is locking people out for hours
Claude Code is locking people out for hours Claude Code is locking people out for hours

Claude Code cannot log in on Windows and always fails with this error:OAuth error: timeout of 15000ms exceededI have tried logging in multiple times with my Google account, but the login fails every time with the same OAuth timeout error.

This completely blocks me from using Claude Code.

Claude Code should complete the Google login flow successfully and sign me into the app without timing out.

Error Messages/LogsOAuth error: timeout of 15000ms exceededSteps to ReproduceOpen Claude Code on Windows Start login using Google Complete the sign-in flow in the browser Return to Claude Code Claude Code shows: OAuth error: timeout of 15000ms exceeded Retry login multiple times The same error happens…

1 час назад @ github.com
Cloudflare targets 2029 for full post-quantum security
Cloudflare targets 2029 for full post-quantum security Cloudflare targets 2029 for full post-quantum security

We now target 2029 to be fully post-quantum (PQ) secure including, crucially, post-quantum authentication.

Cryptographically relevant quantum computers (CRQCs) don’t exist yet, but many labs across the world are pursuing different approaches to building one.

That’s not the case for scalable superconducting quantum computers and later generations of neutral atom quantum computers, which could well crack keys much faster.

Unlike post-quantum encryption, which takes one big push, migrating to post-quantum authentication has a long dependency chain — not to mention third-party validation and fraud monitoring.

Upgrading to post-quantum cryptography is not enough: to prevent downgrades, qua…

2 часа назад @ blog.cloudflare.com
9 Mothers (YC P26) Is Hiring – Lead Robotics and More
9 Mothers (YC P26) Is Hiring – Lead Robotics and More 9 Mothers (YC P26) Is Hiring – Lead Robotics and More

Comments

3 часа назад @ jobs.ashbyhq.com
You can't cancel a JavaScript promise (except sometimes you can)
You can't cancel a JavaScript promise (except sometimes you can) You can't cancel a JavaScript promise (except sometimes you can)

With async / await , running things in parallel is natural:const results = await Promise .

all ( [ run ( async ( ) => fetchA ( ) ) , run ( async ( ) => fetchB ( ) ) , run ( async ( ) => fetchC ( ) ) , ] ) ;But yield is sequential by definition.

log ( ` Exited after ${ elapsed } s ` ) ; } ) ; async function interrupt ( ) { return new Promise ( ( ) => { } ) ; } async function main ( ) { console .

get ( id ) ; } newStep = { id , callback } ; return new Promise ( ( ) => { } ) ; } , } ) ; await new Promise ( ( r ) => setTimeout ( r , 0 ) ) ; if ( newStep ) { const result = await newStep .

Run 0 registers one fetch promise; run 1 registers fetch and process ; run 2 registers both again.

3 часа назад @ inngest.com
Dropping Cloudflare for Bunny.net
Dropping Cloudflare for Bunny.net Dropping Cloudflare for Bunny.net

TL;DR my motivation and experience for moving my blog from Cloudflare to bunny.netI’ve been a long time Cloudflare user.

I’m gonna walk you through how to set up the bunny.net CDN for your website, with some sensible defaults.

Creating your pull zoneThe pull zone is the main mechanism for enabling the CDN for your website.

Your website is now running through the bunny.net CDN, similar to the Cloudflare orange cloud.

Now you should be able to go to https://slug.b-cdn.net for your pull zone and get redirected to your proper domain!

3 часа назад @ jola.dev
The best tools for sending an email if you go silent
The best tools for sending an email if you go silent The best tools for sending an email if you go silent

If you want the broader definition first, start with what a dead man’s switch actually is.

People searching for a dead man’s switch email tool are usually asking for one of three different things:A way to hand off a Gmail or Google account after inactivity.

A dead man’s switch is supposed to still work when years have passed and nobody is thinking about it.

If that distinction still feels fuzzy, dead man’s switch vs digital will is the cleanest breakdown.

Pick Dead Man’s Switch if you want the simplest long-running classic and your needs are modest.

3 часа назад @ blog.alcazarsec.com
Hybrid Attention
Hybrid Attention Hybrid Attention

Changed attention so its linear first layer , middle quadratic layer, last linear layer Inference got much faster with a low perplexity hit in tests .

Training ran for 30k steps on a 173.5M byte Rust corpus using a single RTX 4060 Ti 8GB.

The gate bias is initialized to favor local attention early in training.

What seems interestingThis project combines byte level Rust only pretraining from scratch, a hybrid local attention and recurrent architecture, large scale corpus expansion across the Rust ecosystem, and a practical KV cache paging strategy that delivers large speedups on consumer GPUs.

Has anyone seen hybrid local plus recurrent attention work well for code generation?

3 часа назад @ news.ycombinator.com
"The new Copilot app for Windows 11 is really just Microsoft Edge"
"The new Copilot app for Windows 11 is really just Microsoft Edge"

Comments

4 часа назад @ twitter.com
"The new Copilot app for Windows 11 is really just Microsoft Edge"
"The new Copilot app for Windows 11 is really just Microsoft Edge"

Comments

4 часа назад @ twitter.com
Show HN: A cartographer's attempt to realistically map Tolkien's world
Show HN: A cartographer's attempt to realistically map Tolkien's world Show HN: A cartographer's attempt to realistically map Tolkien's world

Welcome to the Atlas of Arda, a project aimed at celebrating Tolkien's incredible work through hand-drawn cartography, artwork and illustrations that act as a reference to dive deeper into the beautiful world Tolkien created.

​​​A new map is released every month.

4 часа назад @ intofarlands.com
Record wind and solar saved UK from gas imports worth £1B in March 2026
Record wind and solar saved UK from gas imports worth £1B in March 2026 Record wind and solar saved UK from gas imports worth £1B in March 2026

The UK avoided the need for gas imports worth £1bn in March 2026 thanks to record electricity generation from wind and solar, reveals Carbon Brief analysis.

Wind generation hit a new record for the month of March on the island of Great Britain, up 38% year-on-year, while solar nearly matched the output of last year’s exceptionally sunny spring.

Together, wind and solar generated 11 terawatt hours (TWh) of electricity in March 2026, up a combined 28% and setting a new record for the month, as shown in the figure below.

This record wind and solar output avoided the need to import 21TWh of gas – roughly 18 fully loaded tankers of liquified natural gas (LNG) – which would have cost around £1bn …

4 часа назад @ carbonbrief.org
Show HN: Pion/handoff – Move WebRTC out of browser and into Go
Show HN: Pion/handoff – Move WebRTC out of browser and into Go Show HN: Pion/handoff – Move WebRTC out of browser and into Go

Pion HandoffCreate WebRTC session in the browser—run it somewhere elseWhyWebRTC is the real-time communication technology used for real-time media streaming.

With Handoff you create your WebRTC session in the browser, but then move it to a process you control.

Reverse Engineer - Capture ICE/DTLS and decrypted RTP/RTCP/SCTP trafficsequenceDiagram participant Handoff participant Browser participant Website Browser->>Website: Authenticate and use the site normally Website->>Browser: WebRTC Signaling Note over Browser: WebRTC API is mocked Browser->>Handoff: Forward Signaling Handoff->>Website: Establish WebRTC session LoadingUsageSee examples directory.

ExampleBelow is an example of sending a …

4 часа назад @ github.com
LLM may be standardizing human expression – and subtly influencing how we think
LLM may be standardizing human expression – and subtly influencing how we think LLM may be standardizing human expression – and subtly influencing how we think

Artificial intelligence chatbots are standardizing how people speak, write and think.

However, cognitive diversity is shrinking worldwide as billions of people are using the same handful of AI chatbots for an increasing number of tasks, they add.

“Even if people are not the firsthand users of LLMs, LLMs are still going to affect them indirectly,” says Sourati.

LLMs also favor linear modes of reasoning such as “chain-of-thought reasoning,” which requires models to show step-by-step reasoning.

The researchers say that AI developers should intentionally incorporate diversity in language, perspectives and reasoning into their models.

5 часов назад @ dornsife.usc.edu
Show HN: Stop paying for Dropbox/Google Drive, use your own S3 bucket instead
Show HN: Stop paying for Dropbox/Google Drive, use your own S3 bucket instead Show HN: Stop paying for Dropbox/Google Drive, use your own S3 bucket instead

Open SourceYour files, Your cloud,Your rules.

Upload, organize, and share files from your own infrastructure.

Bring your own storage — local disk, S3, R2, or Vercel Blob.

One env var to switch.

Full type-safe API with tRPC.

5 часов назад @ locker.dev
Hacker News Hacker News
последний пост 1 час назад
DeiMOS – A Superoptimizer for the MOS 6502
DeiMOS – A Superoptimizer for the MOS 6502 DeiMOS – A Superoptimizer for the MOS 6502

DeiMOS is one such program, targeting the MOS 6502.

For a program of length 4, there are 256^4 possible programs, or about 4 billion of them.

For the naïve implementation, this would have been easy: just split the space of possible programs into chunks, and let each core calculate their part.

Before we even start our superoptimizer, we know that there are a whole lot of 6502 instructions that aren't going to be useful for the task.

What happens if you've got a branch instruction that jumps into the second or third byte of a longer instruction?

5 часов назад @ aransentin.github.io
Show HN: Brutalist Concrete Laptop Stand (2024)
Show HN: Brutalist Concrete Laptop Stand (2024) Show HN: Brutalist Concrete Laptop Stand (2024)

I made a laptop stand out of solid concrete, in the style of brutalist architecture, with themes of urbex and urban decayI am a great lover of brutalist architecture.

I’ve made a laptop stand, to help me hack in true brutalist style.

It has the characteristic beton brut (raw concrete) surface texture, and is quite possibly the heaviest laptop stand in the world.

Plant Pot#Integral plant pot is a tin set into the concreteThe plant pot is made of a ghee tin.

I’m delighted with my laptop stand, even if the aesthetic isn’t to everyone’s taste.

5 часов назад @ sam-burns.com
Germany Power Prices Turn Deeply Negative on Renewables Surge
Germany Power Prices Turn Deeply Negative on Renewables Surge

Why did this happen?

Please make sure your browser supports JavaScript and cookies and that you are not blocking them from loading.

For more information you can review our Terms of Service and Cookie Policy.

6 часов назад @ bloomberg.com
We found an undocumented bug in the Apollo 11 guidance computer code
We found an undocumented bug in the Apollo 11 guidance computer code We found an undocumented bug in the Apollo 11 guidance computer code

Losing the referenceThe AGC manages the IMU through a shared resource lock called LGYRO .

When the torque completes normally, the routine exits via STRTGYR2 and the LGYRO lock is cleared.

Fine alignment, drift compensation, manual gyro torque: all blocked.

He tries V41, the manual gyro torque verb.

Thanks to Farzad “Fuzz” Pezeshkpour for independently reproducing the bug, and to Danny Smith and Prashant Gandhi for reviewing early drafts of this article.

6 часов назад @ juxt.pro
Identify a London Underground Line just by listening to it
Identify a London Underground Line just by listening to it

TUBE QUIZGuess the Tube LineEach London Underground line has its own distinctive sound.

Can you tell them apart?

Loading...Start Quiz10 questions • Listen & guess

6 часов назад @ tubesoundquiz.com
Are We Idiocracy Yet?
Are We Idiocracy Yet? Are We Idiocracy Yet?

Comments

6 часов назад @ idiocracy.wtf
Breaking the console: a brief history of video game security
Breaking the console: a brief history of video game security Breaking the console: a brief history of video game security

The console chip acted as the master (CONF=1), the cartridge chip as the slave (CONF=0).

The console chip drove the clock and continuously compared the cartridge chip’s output against its own expected sequence.

If the sequences diverged at any point, the console chip pulled the reset line low, causing the reset (and blinking screen).

A more fundamental hardware attack followed in 2011: the Reset Glitch Hack (RGH), developed by GliGli and Tiros.

I hope you enjoyed this journey through the history of video game console security — I certainly had fun writing it.

6 часов назад @ sergioprado.blog
Blackholing My Email
Blackholing My Email Blackholing My Email

In my own experience, it’s not particularly often that you find yourself asking your email provider to blackhole your primary, personal email address.

The early 2000s were challenging for email, thanks to the emergence of highly-transmissable email worms.

At this point I was onto my fourth official CS map - Dust 2 - which meant at least 4 mentions of my personal email address in every CS installation.

All contributors to CS had their email listed somewhere in every single installation of the most popular multiplayer FPS of the time, a title primarily installed onto internet-connected computers, during a period of highly virulent email worms that spread exclusively via the internet.

I’d be c…

8 часов назад @ johnsto.co.uk
Every GPU That Mattered
Every GPU That Mattered Every GPU That Mattered

The Data Drop #043 Every GPUThat Mattered 49 graphics cards.

49 GPUs 30 Years 92B Transistors (peak) Launch price 2025 dollars ScrollThe Timeline Swipe through 30 years of graphics cards.

GPU 1 GPU 2 vsThe Evolution Every GPU plotted by year and transistor count.

NVIDIA NVIDIA AMD / ATI AMD / ATI 3dfx 3dfx Intel IntelWhat Gamers Actually Use Steam Hardware Survey, March 2026The flagship costs $1,999.

The most popular card costs $329.

8 часов назад @ sheets.works
Some iPhone Apps Receive Mysterious Update 'From Apple'
Some iPhone Apps Receive Mysterious Update 'From Apple' Some iPhone Apps Receive Mysterious Update 'From Apple'

Apple appears to be quietly updating some apps, based on curious new update notes that have appeared on the App Store.

Over the last week, some app updates have included notes that suggest the update is coming from Apple rather than an app developer.

It's not clear what functionality Apple is improving with each app update, if any.

One developer on Reddit said that Apple inserted the text into an app update that had the same version number and content as a prior update.

When analyzing the code of one of the apps that received an Apple update, MacRumors could not find what had changed.

10 часов назад @ macrumors.com
When War Crimes Rhetoric Becomes Battlefield Reality
When War Crimes Rhetoric Becomes Battlefield Reality

Comments

10 часов назад @ justsecurity.org
Three hundred synths, 3 hardware projects, and one app
Three hundred synths, 3 hardware projects, and one app Three hundred synths, 3 hardware projects, and one app

300 synths, 3 hardware projects, and one appMIDI Guide, the open, "comprehensive" MIDI CC & NRPN dataset, has far outgrown its original purpose.

Recently, I merged in the work of a first-time contributor, putting MIDI Guide's dataset over 300 instruments.

Wouldn't it be nice, we thought, if an iPad app could do that, for multiple synths at once?

As for monetization, the App Store was just then getting serious about subscriptions, and music app customers were NOT having it.

The tempo of the repo had increased; we were hearing of more hardware and software projects using the dataset.

11 часов назад @ midi.guide
People Love to Work Hard
People Love to Work Hard People Love to Work Hard

Actually, people love to work hard 07 Apr 2026 2026-04-07 2026-04-07 /images/IMG_1063.jpeg work, culture, management work culture management 2026 One of the most infuriating tropes that I see repeated in media is executives (usually from boring old companies) insisting that their employees don’t want to... 10One of the most infuriating tropes that I see repeated in media is executives (usually from boring old companies) insisting that their employees don’t want to work hard.

There is an apparently infinite attention appetite for commentators who troll for attention by saying how “kids these days” don’t want to work hard.

It is exhausting for a good person to have to do bad work or harmful w…

11 часов назад @ anildash.com
Why the majority of vibe coded projects fail
Why the majority of vibe coded projects fail

Your request has been blocked due to a network policy.

If you're running a script or application, please register or sign in with your developer credentials here.

Additionally make sure your User-Agent is not empty and is something unique and descriptive and try again.

if you're supplying an alternate User-Agent string, try changing back to default as that can sometimes result in a block.

If you think that we've incorrectly blocked you or you would like to discuss easier ways to get the data you want, please file a ticket here.

13 часов назад @ reddit.com
Dear Heroku: Uhh What's Going On?
Dear Heroku: Uhh What's Going On? Dear Heroku: Uhh What's Going On?

Frustrations aside, we’re having a hard time figuring out what to think about this whole ‘Heroku thing’.

Speaking of specific phrases, what exactly is a “sustaining engineering” model?

“Sustaining engineering” feels like the embodiment of all three of those.

If Heroku is going into maintenance mode, cool — the platform is pretty great and if it never improved again, there’s still many years of life in it.

Again, this is coming from a (small) team of people who have loved and hosted on Heroku nearly as long as Heroku has existed.

15 часов назад @ judoscale.com
Lobsters Lobsters
последний пост 1 час назад
defuddle: Get the main content of any page as Markdown
defuddle: Get the main content of any page as Markdown defuddle: Get the main content of any page as Markdown

OverviewDefuddle takes a URL or HTML, finds the main content, and returns cleaned HTML or Markdown.

UsageBrowserimport Defuddle from 'defuddle' ; // Parse the current document const defuddle = new Defuddle ( document ) ; const result = defuddle .

import { parseHTML } from 'linkedom' ; import { Defuddle } from 'defuddle/node' ; const { document } = parseHTML ( html ) ; const result = await Defuddle ( document , 'https://example.com/article' , { markdown : true } ) ; console .

HTML standardizationDefuddle attempts to standardize HTML elements to provide a consistent input for subsequent manipulation such as conversion to Markdown.

parse ( ) ;Content selectorUse contentSelector to bypass Defud…

1 час назад @ github.com
Two Years of Valkey
Two Years of Valkey Two Years of Valkey

Triggered by the decision to shift Redis away from the permissive open source BSD license to source available alternatives – the Redis Source Available License (RSALv2) and Server Side Public License (SSPLv1) – the new fork, Valkey, attracted attention without recent precedent.

That peak is not maintained, but it is notable that with the exception of two months last year, Valkey has sustained a slightly greater commit velocity than Redis.

As a federated, multi-party project versus the generally single entity Redis, Valkey inevitably shows a larger number of active contributors.

Amazon dominates this chart for Valkey with 30 measured contributors, but Aiven, Alibaba, ByteDance and Google all…

1 час назад @ redmonk.com
What text editor (cli or gui) are you using for writing non-code?
What text editor (cli or gui) are you using for writing non-code? What text editor (cli or gui) are you using for writing non-code?

Papers, books, and notes.

I’ve being using Trilium (not Next) but find writing simple markdown notes very enjoyable in CLI.

Been trying Nano and now micro recently, both enjoyable.

2 часа назад @ lobste.rs
Add CONCURRENTLY option to REPACK (PostgreSQL)
Add CONCURRENTLY option to REPACK (PostgreSQL) Add CONCURRENTLY option to REPACK (PostgreSQL)

Also, this form is not allowed if59 + the CONCURRENTLY option is used.

If you want to keep the table accessible during the repacking,73 + consider using the CONCURRENTLY option.

219 + 220 +221 + 222 + With the CONCURRENTLY option, the ACCESS223 + EXCLUSIVE lock is only acquired to swap the table and index224 + files.

243 + 244 +245 + 246 + 247 + In addition to the temporary space requirements explained in248 + ,249 + the CONCURRENTLY option can add to the usage of250 + temporary space a bit more.

256 + 257 + 258 +259 + 260 + The CONCURRENTLY option cannot be used in the261 + following cases:262 +263 + 264 + 265 + 266 + The table is UNLOGGED.

2 часа назад @ github.com
the value of a performance oracle
the value of a performance oracle the value of a performance oracle

Over on his excellent blog, Matt Keeter posts some results from having ported a bytecode virtual machine to tail-calling style.

He finds that his tail-calling interpreter written in Rust beats his switch-based interpreter, and even beats hand-coded assembly on some platforms.

(Testing on AArch64, Matt even sees the tail-calling interpreter beating his hand-written assembler.)

Still, a tail-calling interpreter is inherently a pretty good idea.

I do see, however, that Wastrel repeatedly reloads a struct memory value, containing the address (and size) of main memory.

3 часа назад @ wingolog.org
A Conversation with Paul Masurel, Creator of Tantivy
A Conversation with Paul Masurel, Creator of Tantivy A Conversation with Paul Masurel, Creator of Tantivy

A Conversation with Paul Masurel, Creator of TantivyBy James Blackwood-Sewell on April 2, 2026For most of its history, full-text search has been synonymous with one library: Apache Lucene.

Then in 2017, a Rust library called Tantivy appeared on GitHub.

After creating Tantivy, Paul co-founded Quickwit in 2020 to build a cloud-native log search engine on top of it.

For this reason, I wanted Tantivy to be small and modular as opposed to featureful.

Was it difficult to secure a commitment to keep Tantivy and Quickwit open source?

5 часов назад @ paradedb.com
Plan 9 is a Uniquely Complete Operating System
Plan 9 is a Uniquely Complete Operating System Plan 9 is a Uniquely Complete Operating System

Plan 9 is a Uniquely Complete Operating SystemA large contributor to the "feel" of an Operating System comes from the software it chooses to include by default.

Plan 9 is unique in this sense that everything the system needs is covered by the base install.

In general the system becomes somewhat isolated from the general flow of software outside of it.

Some examples I'm fond of:Specifically because of this design, Plan 9 becomes an excellent learning resource for anything that it supports.

In these regards I do think that Plan 9 is a truly unique collection of software.

5 часов назад @ posixcafe.org
What next for the compute crunch?
What next for the compute crunch? What next for the compute crunch?

I thought it'd be a good time to continue on the same theme as my previous two articles The Coming AI Compute Crunch and Is the AI Compute Crunch Here?

compute starved.

OpenAI's Thibault Sottiaux (head of the Codex team) also tweeted recently that AI companies are going through a phase of demand outstripping supply:It's been rumoured - and indeed in my opinion highly likely given how compute intensive video generation is - that Sora was shut down to free up compute for other tasks.

I believe the next 18-24 months are going to be defined by compute shortages.

Eventually you incentivise it enough that you max out your compute 24/7.

5 часов назад @ martinalderson.com
Terragrunt v1.0.0
Terragrunt v1.0.0 Terragrunt v1.0.0

Provider Cache Server used for fetching outputs from dependenciesThe Provider Cache Server is now used when fetching outputs from dependencies, improving performance of output resolution for users using the provider cache server.

Retries added for registry timeouts in provider cache serverThe Provider Cache Server will now perform automatic retries on timeouts to OpenTofu/Terraform provider registries.

Provider Cache Server integration with custom registries fixedThe Provider Cache Server now properly integrates with custom registries.

Absolute URLs in registry self-discovery integration with Provider Cache Server FixedWhen using the Provider Cache Server in conjunction with a remote regist…

6 часов назад @ github.com
Floating point from scratch: Hard Mode
Floating point from scratch: Hard Mode Floating point from scratch: Hard Mode

For example on float16_t using RU rounding :float16_t x, y, z; x = 65504 ; y = 1 ; fesetround(FE_UPWARD); z = x + y; cout << x << " + " << y << " = " << z << endl;Would result in :65504 + 1 = infSimilarly :float16_t x, y, z; x = - 65504 ; y = 1 ; fesetround(FE_DOWNWARD); z = x - y; cout << x << " - " << y << " = " << z << endl;Would round down to \(-\infty\) :-65504 - 1 = -infConjunctly these definitions imply that operations using the RU will never reach \(-\infty\) and operations using RD will never reach \(+\infty\).

Here is this relationship in effect:float16_t x, y; x = NAN; y = 1.0 ; cout << "x =/= x: " << ((x = x) ?

"true" : "false" ) << endl; cout << "x > x: " << ((x > x) ?

"true" :…

6 часов назад @ essenceia.github.io
OpenSSH begins warning for non-PQC key exchanges
OpenSSH begins warning for non-PQC key exchanges

OpenSSH Post-Quantum CryptographyOpenSSH supports a number of cryptographic key agreement algorithms considered to be safe against attacks from quantum computers.

OpenSSH has offered post-quantum key agreement (KexAlgorithms) by default since release 9.0 (April 2022), initially via the sntrup761x25519-sha512 algorithm.

More recently, in OpenSSH 9.9, we have added a second post-quantum key agreement mlkem768x25519-sha256 and it was made the new default scheme in OpenSSH 10.0 (April 2025).

To encourage migration to these stronger algorithms, OpenSSH 10.1 will warn the user when a non post-quantum key agreement scheme is selected, with the following message:** WARNING: connection is not using …

7 часов назад @ openssh.org
The Cult Of Vibe Coding Is Insane
The Cult Of Vibe Coding Is Insane The Cult Of Vibe Coding Is Insane

In this case, the idea is vibe coding, where you make a point of literally making no contribution to what’s going on under the hood, not even looking at it.

You could argue that that other humans, not on the development team, did all that foundational work and your team are doing pure vibe coding.

So pure vibe coding is a myth.

Again, it’s vibe coding.

That wouldn’t even be a big violation of the vibe coding concept.

7 часов назад @ bramcohen.com
The pinnacle of enshittification, or Large Language Models
The pinnacle of enshittification, or Large Language Models The pinnacle of enshittification, or Large Language Models

LLMs don’t have that, so they instead needs lots and lots of human speech to work with.

But most importantly, pretty much all LLM companies big and small scrape the web.

But then came the LLM companies, and lots of them, always fiercely competing to get as much data, as quickly as possible.

So the LLM companies are buying hard, and hardware manufacturers are diverting their production away from the less profitable consumer hardware.

And let’s be honest: the LLM companies are entirely unsustainable, and I’m talking about money here.

8 часов назад @ blogs.gentoo.org
Death of the IDE?
Death of the IDE? Death of the IDE?

The reaction from developers was immediate:Now Cursor feels more like an Agent Orchestrator than an IDE.

The interface worth optimizing is the one that helps you direct, monitor, and review agents - not the one that helps you type faster.

But the repeated patterns (parallel workspaces, diff-first review, task state, background execution, lifecycle integration) are precisely what “death of the IDE” proponents mean when they talk about a center-of-gravity shift.

That sounds like an improvement until you’re staring at twelve diffs from twelve parallel agents at the end of the day.

What survives: the IDE, the control plane, or bothA clear reading of the landscape is that “death of the IDE” is d…

8 часов назад @ addyo.substack.com
Oatmeal - The Seed Beneath the Snow
Oatmeal - The Seed Beneath the Snow Oatmeal - The Seed Beneath the Snow

Individual resistance without mutual aid is burnout with a backstory.

A thing he claims is that anarchist society already exists everywhere, like “a seed beneath the snow.” The informal, self-organizing networks that people build to take care of each other aren’t a fallback for when institutions fail.

The landsmanshaftn didn’t organize because they had a theory of mutual aid.

It was the recognition that mutual aid isn’t only strategy.

They’re the seed beneath the snow.

8 часов назад @ eli.li
Techmeme Techmeme
последний пост 1 час назад
Asus Zenbook A16 review: the $1,599 laptop uses the fast and power hungry Snapdragon X2 Elite Extreme with 18 cores, but a plain design and includes bloatware (Andrew E. Freedman/Tom's Hardware)
Asus Zenbook A16 review: the $1,599 laptop uses the fast and power hungry Snapdragon X2 Elite Extreme with 18 cores, but a plain design and includes bloatware (Andrew E. Freedman/Tom's Hardware) Asus Zenbook A16 review: the $1,599 laptop uses the fast and power hungry Snapdragon X2 Elite Extreme with 18 cores, but a plain design and includes bloatware (Andrew E. Freedman/Tom's Hardware)

Andrew E. Freedman / Tom's Hardware:

Asus Zenbook A16 review: the $1,599 laptop uses the fast and power hungry Snapdragon X2 Elite Extreme with 18 cores, but a plain design and includes bloatware — It's not all about what's on the inside. … Why you can trust Tom's Hardware Our expert reviewers spend hours testing …

1 час назад @ techmeme.com
True Footage, which uses AI trained on years of appraisal data to generate property valuations, raised a $40M Series C led by Cox Enterprises' Socium Ventures (Natalie Breymeyer/Axios)
True Footage, which uses AI trained on years of appraisal data to generate property valuations, raised a $40M Series C led by Cox Enterprises' Socium Ventures (Natalie Breymeyer/Axios) True Footage, which uses AI trained on years of appraisal data to generate property valuations, raised a $40M Series C led by Cox Enterprises' Socium Ventures (Natalie Breymeyer/Axios)

Natalie Breymeyer / Axios:

True Footage, which uses AI trained on years of appraisal data to generate property valuations, raised a $40M Series C led by Cox Enterprises' Socium Ventures — True Footage, a real estate appraisal platform, raised a $40 million Series C led by Cox Enterprises' Socium Ventures, CEO John Liss tells Axios Pro exclusively.

1 час назад @ techmeme.com
Spotify expands Prompted Playlists, its AI feature for creating playlists, to include podcasts, for Premium users in the US, Canada, the UK, and other countries (Ivan Mehta/TechCrunch)
Spotify expands Prompted Playlists, its AI feature for creating playlists, to include podcasts, for Premium users in the US, Canada, the UK, and other countries (Ivan Mehta/TechCrunch) Spotify expands Prompted Playlists, its AI feature for creating playlists, to include podcasts, for Premium users in the US, Canada, the UK, and other countries (Ivan Mehta/TechCrunch)

Ivan Mehta / TechCrunch:

Spotify expands Prompted Playlists, its AI feature for creating playlists, to include podcasts, for Premium users in the US, Canada, the UK, and other countries — Spotify said today that it is expanding its AI-powered feature to create playlists, called Prompted Playlist, to include podcasts as well.

1 час назад @ techmeme.com
The Trump administration proposes cutting CISA's budget for 2027 by $707M+ to help the agency refocus on its "core mission", not "weaponization and waste" (Zack Whittaker/TechCrunch)
The Trump administration proposes cutting CISA's budget for 2027 by $707M+ to help the agency refocus on its "core mission", not "weaponization and waste" (Zack Whittaker/TechCrunch) The Trump administration proposes cutting CISA's budget for 2027 by $707M+ to help the agency refocus on its "core mission", not "weaponization and waste" (Zack Whittaker/TechCrunch)

Zack Whittaker / TechCrunch:

The Trump administration proposes cutting CISA's budget for 2027 by $707M+ to help the agency refocus on its “core mission”, not “weaponization and waste” — The Trump administration is planning to cut the budget of the U.S. Cybersecurity and Infrastructure Security Agency by at least $707 million for 2027.

2 часа назад @ techmeme.com
Intel says it will join Elon Musk's Terafab AI chip complex project along with SpaceX, Tesla, and xAI (Deborah Sophia/Reuters)
Intel says it will join Elon Musk's Terafab AI chip complex project along with SpaceX, Tesla, and xAI (Deborah Sophia/Reuters) Intel says it will join Elon Musk's Terafab AI chip complex project along with SpaceX, Tesla, and xAI (Deborah Sophia/Reuters)

Deborah Sophia / Reuters:

Intel says it will join Elon Musk's Terafab AI chip complex project along with SpaceX, Tesla, and xAI — Intel (INTC.O) said on Tuesday it would join Elon Musk's Terafab AI chip complex project along with SpaceX, Tesla (TSLA.O) and xAI. — Last month, Musk said his rocket company SpaceX …

2 часа назад @ techmeme.com
Aria Networks, which builds what it calls the world's first AI-native network to work with any AI chip, raised a $125M Series A from Sutter Hill and others (Juby Babu/Reuters)
Aria Networks, which builds what it calls the world's first AI-native network to work with any AI chip, raised a $125M Series A from Sutter Hill and others (Juby Babu/Reuters) Aria Networks, which builds what it calls the world's first AI-native network to work with any AI chip, raised a $125M Series A from Sutter Hill and others (Juby Babu/Reuters)

Juby Babu / Reuters:

Aria Networks, which builds what it calls the world's first AI-native network to work with any AI chip, raised a $125M Series A from Sutter Hill and others — Aria Networks said on Tuesday it has raised $125 million in its first series funding round, as the startup seeks to develop …

2 часа назад @ techmeme.com
Q&A with Sundar Pichai on the history of Google and AI, speed and Search, Google's AI comeback, bottlenecks, capital allocation, how Google works, and more (John Collison/Cheeky Pint)
Q&A with Sundar Pichai on the history of Google and AI, speed and Search, Google's AI comeback, bottlenecks, capital allocation, how Google works, and more (John Collison/Cheeky Pint) Q&A with Sundar Pichai on the history of Google and AI, speed and Search, Google's AI comeback, bottlenecks, capital allocation, how Google works, and more (John Collison/Cheeky Pint)

John Collison / Cheeky Pint:

Q&A with Sundar Pichai on the history of Google and AI, speed and Search, Google's AI comeback, bottlenecks, capital allocation, how Google works, and more — Sundar Pichai is the CEO of Google and Alphabet. He sits down with John and Elad Gil to discuss Google's resurgence in the AI race …

3 часа назад @ techmeme.com
GoDaddy integrates Cloudflare's AI Crawl Control into its hosting platform, enabling site owners to block, permit, or possibly monetize automated crawler access (Alistair Barr/Business Insider)
GoDaddy integrates Cloudflare's AI Crawl Control into its hosting platform, enabling site owners to block, permit, or possibly monetize automated crawler access (Alistair Barr/Business Insider) GoDaddy integrates Cloudflare's AI Crawl Control into its hosting platform, enabling site owners to block, permit, or possibly monetize automated crawler access (Alistair Barr/Business Insider)

Alistair Barr / Business Insider:

GoDaddy integrates Cloudflare's AI Crawl Control into its hosting platform, enabling site owners to block, permit, or possibly monetize automated crawler access — Follow Alistair Barr … - Cloudflare and GoDaddy are addressing AI's impact on web traffic and revenue.

3 часа назад @ techmeme.com
Natter, an AI platform for large-scale video conversation insights, raised a $23M Series A led by Renegade Partners and says it grew revenue 5x in 2025 (Chris Metinko/Axios)
Natter, an AI platform for large-scale video conversation insights, raised a $23M Series A led by Renegade Partners and says it grew revenue 5x in 2025 (Chris Metinko/Axios) Natter, an AI platform for large-scale video conversation insights, raised a $23M Series A led by Renegade Partners and says it grew revenue 5x in 2025 (Chris Metinko/Axios)

Chris Metinko / Axios:

Natter, an AI platform for large-scale video conversation insights, raised a $23M Series A led by Renegade Partners and says it grew revenue 5x in 2025 — Natter, which uses AI to gain insights from work conversations, raised a $23 million Series A led by Renegade Partners, co-founder and CEO Charlie Woodward tells Axios Pro.

3 часа назад @ techmeme.com
Adobe launches Acrobat Spaces, a free AI study tool to help students generate flashcards, quizzes, and Express presentations without logging in (Ivan Mehta/TechCrunch)
Adobe launches Acrobat Spaces, a free AI study tool to help students generate flashcards, quizzes, and Express presentations without logging in (Ivan Mehta/TechCrunch) Adobe launches Acrobat Spaces, a free AI study tool to help students generate flashcards, quizzes, and Express presentations without logging in (Ivan Mehta/TechCrunch)

Ivan Mehta / TechCrunch:

Adobe launches Acrobat Spaces, a free AI study tool to help students generate flashcards, quizzes, and Express presentations without logging in — Adobe Acrobat has largely catered to professionals with its recent AI features. Now, the company is turning its attention to students by making …

3 часа назад @ techmeme.com
Silicon Valley investors say annual recurring revenue, a popular metric with AI startups, is unreliable because it lacks SEC definitions and can be inflated (Annie Bang/Bloomberg)
Silicon Valley investors say annual recurring revenue, a popular metric with AI startups, is unreliable because it lacks SEC definitions and can be inflated (Annie Bang/Bloomberg) Silicon Valley investors say annual recurring revenue, a popular metric with AI startups, is unreliable because it lacks SEC definitions and can be inflated (Annie Bang/Bloomberg)

Annie Bang / Bloomberg:

Silicon Valley investors say annual recurring revenue, a popular metric with AI startups, is unreliable because it lacks SEC definitions and can be inflated — The co-founder of Cluely — an Andreessen Horowitz-backed startup with the motto, “Cheat on everything” — ignited a controversy earlier …

3 часа назад @ techmeme.com
Q&A with UpScrolled founder Issam Hijazi, who says the non-algorithmic social app hit 5M users, mainstream apps were censoring pro-Palestinian content, and more (Katie Drummond/Wired)
Q&A with UpScrolled founder Issam Hijazi, who says the non-algorithmic social app hit 5M users, mainstream apps were censoring pro-Palestinian content, and more (Katie Drummond/Wired) Q&A with UpScrolled founder Issam Hijazi, who says the non-algorithmic social app hit 5M users, mainstream apps were censoring pro-Palestinian content, and more (Katie Drummond/Wired)

Katie Drummond / Wired:

Q&A with UpScrolled founder Issam Hijazi, who says the non-algorithmic social app hit 5M users, mainstream apps were censoring pro-Palestinian content, and more — Issam Hijazi launched UpScrolled after users alleged censorship on other platforms. Nine months later, its user base is soaring …

4 часа назад @ techmeme.com
Kalshi signs a deal with Fox Corp. to integrate its forecasts into Fox News, Fox Business Network, Fox One, and Fox Weather, following deals with CNN and CNBC (Alex Weprin/The Hollywood Reporter)
Kalshi signs a deal with Fox Corp. to integrate its forecasts into Fox News, Fox Business Network, Fox One, and Fox Weather, following deals with CNN and CNBC (Alex Weprin/The Hollywood Reporter) Kalshi signs a deal with Fox Corp. to integrate its forecasts into Fox News, Fox Business Network, Fox One, and Fox Weather, following deals with CNN and CNBC (Alex Weprin/The Hollywood Reporter)

Alex Weprin / The Hollywood Reporter:

Kalshi signs a deal with Fox Corp. to integrate its forecasts into Fox News, Fox Business Network, Fox One, and Fox Weather, following deals with CNN and CNBC — The prediction market already has deals with CNN and CNBC. — The biggest prediction market in the U.S. is teaming up with the biggest TV news channel in the U.S.

5 часов назад @ techmeme.com
Google is updating Gemini to add a UI that triggers support hotline referrals and a "help is available" module when chats indicate potential crises like suicide (Mark Bergen/Bloomberg)
Google is updating Gemini to add a UI that triggers support hotline referrals and a "help is available" module when chats indicate potential crises like suicide (Mark Bergen/Bloomberg) Google is updating Gemini to add a UI that triggers support hotline referrals and a "help is available" module when chats indicate potential crises like suicide (Mark Bergen/Bloomberg)

Mark Bergen / Bloomberg:

Google is updating Gemini to add a UI that triggers support hotline referrals and a “help is available” module when chats indicate potential crises like suicide — Alphabet Inc.'s Google plans to introduce new mental health support features for its Gemini chatbot as the company and rivals …

5 часов назад @ techmeme.com
The US IRS is yet to issue guidelines on whether prediction market gains should be taxed as derivatives, gambling winnings, or income, worrying accountants (Kate Knibbs/Wired)
The US IRS is yet to issue guidelines on whether prediction market gains should be taxed as derivatives, gambling winnings, or income, worrying accountants (Kate Knibbs/Wired) The US IRS is yet to issue guidelines on whether prediction market gains should be taxed as derivatives, gambling winnings, or income, worrying accountants (Kate Knibbs/Wired)

Kate Knibbs / Wired:

The US IRS is yet to issue guidelines on whether prediction market gains should be taxed as derivatives, gambling winnings, or income, worrying accountants — Americans flocked to prediction markets last year. Now, it's time to pay taxes on winnings. How do you do that? Great question.

5 часов назад @ techmeme.com
Techmeme Techmeme
последний пост 1 час назад
Analysis: Gemini 3-based AI Overviews are accurate ~90% of the time, meaning across 5T searches per year, tens of millions of answers are erroneous every hour (New York Times)
Analysis: Gemini 3-based AI Overviews are accurate ~90% of the time, meaning across 5T searches per year, tens of millions of answers are erroneous every hour (New York Times) Analysis: Gemini 3-based AI Overviews are accurate ~90% of the time, meaning across 5T searches per year, tens of millions of answers are erroneous every hour (New York Times)

New York Times:

Analysis: Gemini 3-based AI Overviews are accurate ~90% of the time, meaning across 5T searches per year, tens of millions of answers are erroneous every hour — The company's A.I.-generated answers look authoritative, but they draw on an array of sources, from trustworthy sites to Facebook posts.

6 часов назад @ techmeme.com
The US Treasury says Robinhood and BNY will work with the federal government to handle tax-sheltered "Trump Accounts" for children when they launch this summer (Stacy Cowley/New York Times)
The US Treasury says Robinhood and BNY will work with the federal government to handle tax-sheltered "Trump Accounts" for children when they launch this summer (Stacy Cowley/New York Times) The US Treasury says Robinhood and BNY will work with the federal government to handle tax-sheltered "Trump Accounts" for children when they launch this summer (Stacy Cowley/New York Times)

Stacy Cowley / New York Times:

The US Treasury says Robinhood and BNY will work with the federal government to handle tax-sheltered “Trump Accounts” for children when they launch this summer — The new tax-sheltered savings and investment accounts will start accepting deposits this summer.

6 часов назад @ techmeme.com
MLB rolls out "robot umps", or an Automated Ball-Strike System, using Sony-made advanced cameras to help officiate games, but it often validates human umpires (Austin Carr/Bloomberg)
MLB rolls out "robot umps", or an Automated Ball-Strike System, using Sony-made advanced cameras to help officiate games, but it often validates human umpires (Austin Carr/Bloomberg) MLB rolls out "robot umps", or an Automated Ball-Strike System, using Sony-made advanced cameras to help officiate games, but it often validates human umpires (Austin Carr/Bloomberg)

Austin Carr / Bloomberg:

MLB rolls out “robot umps”, or an Automated Ball-Strike System, using Sony-made advanced cameras to help officiate games, but it often validates human umpires — The automated ball-strike system has often validated the judgement of the human umpires … Tech Across the Globe

6 часов назад @ techmeme.com
South Korea is deploying thousands of ChatGPT-enabled social care robots to help elderly people; over-65s now account for ~20% of the country's 51M people (Financial Times)
South Korea is deploying thousands of ChatGPT-enabled social care robots to help elderly people; over-65s now account for ~20% of the country's 51M people (Financial Times) South Korea is deploying thousands of ChatGPT-enabled social care robots to help elderly people; over-65s now account for ~20% of the country's 51M people (Financial Times)

Financial Times:

South Korea is deploying thousands of ChatGPT-enabled social care robots to help elderly people; over-65s now account for ~20% of the country's 51M people — South Korea's strained social care system turns to ChatGPT-enabled devices as population ages — NEW

7 часов назад @ techmeme.com
Polymarket plans to launch the CTF Exchange V2 upgrade within the next three weeks, including a rebuilt trading engine and a native, USDC-backed USD stablecoin (Daniel Kuhn/The Block)
Polymarket plans to launch the CTF Exchange V2 upgrade within the next three weeks, including a rebuilt trading engine and a native, USDC-backed USD stablecoin (Daniel Kuhn/The Block) Polymarket plans to launch the CTF Exchange V2 upgrade within the next three weeks, including a rebuilt trading engine and a native, USDC-backed USD stablecoin (Daniel Kuhn/The Block)

Daniel Kuhn / The Block:

Polymarket plans to launch the CTF Exchange V2 upgrade within the next three weeks, including a rebuilt trading engine and a native, USDC-backed USD stablecoin — Quick Take — Polymarket noted the upgrade is its “biggest infrastructure change since launch,” and will include …

7 часов назад @ techmeme.com
Sources: Meta has an internal leaderboard dubbed "Claudeonomics" where employees compete on AI-token usage and earn rewards like "Token Legend" status (Jyoti Mann/The Information)
Sources: Meta has an internal leaderboard dubbed "Claudeonomics" where employees compete on AI-token usage and earn rewards like "Token Legend" status (Jyoti Mann/The Information) Sources: Meta has an internal leaderboard dubbed "Claudeonomics" where employees compete on AI-token usage and earn rewards like "Token Legend" status (Jyoti Mann/The Information)

Jyoti Mann / The Information:

Sources: Meta has an internal leaderboard dubbed “Claudeonomics” where employees compete on AI-token usage and earn rewards like “Token Legend” status — Employees at Meta Platforms who want to show off their AI superuser chops are competing on an internal leaderboard for status as a …

8 часов назад @ techmeme.com
Israel-based Q-Factor, which is developing a quantum computer based on neutral atom technology, emerges from stealth with a $24M seed led by NFX and TPY Capital (Sophie Shulman/CTech)
Israel-based Q-Factor, which is developing a quantum computer based on neutral atom technology, emerges from stealth with a $24M seed led by NFX and TPY Capital (Sophie Shulman/CTech) Israel-based Q-Factor, which is developing a quantum computer based on neutral atom technology, emerges from stealth with a $24M seed led by NFX and TPY Capital (Sophie Shulman/CTech)

Sophie Shulman / CTech:

Israel-based Q-Factor, which is developing a quantum computer based on neutral atom technology, emerges from stealth with a $24M seed led by NFX and TPY Capital — Intel Capital-backed startup, founded by scientists from Weizmann and Technion, aims to move beyond current qubit constraints with neutral atom technology.

8 часов назад @ techmeme.com
A cryptography engineer calls for urgent rollout of post-quantum cryptography schemes, saying the risk of inaction is now unacceptable, after Google's warning (Filippo Valsorda)
A cryptography engineer calls for urgent rollout of post-quantum cryptography schemes, saying the risk of inaction is now unacceptable, after Google's warning (Filippo Valsorda) A cryptography engineer calls for urgent rollout of post-quantum cryptography schemes, saying the risk of inaction is now unacceptable, after Google's warning (Filippo Valsorda)

Filippo Valsorda:

A cryptography engineer calls for urgent rollout of post-quantum cryptography schemes, saying the risk of inaction is now unacceptable, after Google's warning — My position on the urgency of rolling out quantum-resistant cryptography has changed compared to just a few months ago.

8 часов назад @ techmeme.com
OpenAI announces a Safety Fellowship program for external researchers, engineers, and practitioners to study the safety and alignment of advanced AI systems (OpenAI)
OpenAI announces a Safety Fellowship program for external researchers, engineers, and practitioners to study the safety and alignment of advanced AI systems (OpenAI) OpenAI announces a Safety Fellowship program for external researchers, engineers, and practitioners to study the safety and alignment of advanced AI systems (OpenAI)

OpenAI:

OpenAI announces a Safety Fellowship program for external researchers, engineers, and practitioners to study the safety and alignment of advanced AI systems — A pilot program to support independent safety and alignment research and develop the next generation of talent

8 часов назад @ techmeme.com
A look at the gold rush for firms claiming to help brands get cited by AI search tools, via tactics like hiding instructions behind "Summarize with AI" buttons (Mia Sato/The Verge)
A look at the gold rush for firms claiming to help brands get cited by AI search tools, via tactics like hiding instructions behind "Summarize with AI" buttons (Mia Sato/The Verge) A look at the gold rush for firms claiming to help brands get cited by AI search tools, via tactics like hiding instructions behind "Summarize with AI" buttons (Mia Sato/The Verge)

Mia Sato / The Verge:

A look at the gold rush for firms claiming to help brands get cited by AI search tools, via tactics like hiding instructions behind “Summarize with AI” buttons — Let's pretend you work in IT and you're looking for a new digital service desk platform to help your employees reset passwords or onboard new hires.

10 часов назад @ techmeme.com
A Taiwan intelligence report to lawmakers says China is targeting Taiwan to obtain its chip manufacturing tech and talent to break through global "containment" (Reuters)
A Taiwan intelligence report to lawmakers says China is targeting Taiwan to obtain its chip manufacturing tech and talent to break through global "containment" (Reuters) A Taiwan intelligence report to lawmakers says China is targeting Taiwan to obtain its chip manufacturing tech and talent to break through global "containment" (Reuters)

Reuters:

A Taiwan intelligence report to lawmakers says China is targeting Taiwan to obtain its chip manufacturing tech and talent to break through global “containment” — China is targeting Taiwan to obtain its advanced chip manufacturing technology and talent as a way of breaking through international …

10 часов назад @ techmeme.com
Sources: AI music startup Suno's licensing talks with UMG and Sony have stalled; labels argue that AI tools like Suno rely on human-made music and should pay (Anna Nicolaou/Financial Times)
Sources: AI music startup Suno's licensing talks with UMG and Sony have stalled; labels argue that AI tools like Suno rely on human-made music and should pay (Anna Nicolaou/Financial Times) Sources: AI music startup Suno's licensing talks with UMG and Sony have stalled; labels argue that AI tools like Suno rely on human-made music and should pay (Anna Nicolaou/Financial Times)

Anna Nicolaou / Financial Times:

Sources: AI music startup Suno's licensing talks with UMG and Sony have stalled; labels argue that AI tools like Suno rely on human-made music and should pay — One executive says there is ‘no path’ towards licensing deal under current proposal — Talks over licensing deals between …

10 часов назад @ techmeme.com
Oracle reinstates the CFO role, appointing Hilary Maxson after Safra Catz became principal financial officer in 2014, amid investor scrutiny over AI spending (Jaspreet Singh/Reuters)
Oracle reinstates the CFO role, appointing Hilary Maxson after Safra Catz became principal financial officer in 2014, amid investor scrutiny over AI spending (Jaspreet Singh/Reuters) Oracle reinstates the CFO role, appointing Hilary Maxson after Safra Catz became principal financial officer in 2014, amid investor scrutiny over AI spending (Jaspreet Singh/Reuters)

Jaspreet Singh / Reuters:

Oracle reinstates the CFO role, appointing Hilary Maxson after Safra Catz became principal financial officer in 2014, amid investor scrutiny over AI spending — Oracle (ORCL.N) on Monday named Hilary Maxson as its chief financial officer, tapping an executive with deep experience in infrastructure …

10 часов назад @ techmeme.com
A look at Tencent-backed Even Realities, which makes $600 G2 smartglasses with no camera; Omdia says AI smartglasses shipments grew 322% YoY to 8.7M in 2025 (William Langley/Financial Times)
A look at Tencent-backed Even Realities, which makes $600 G2 smartglasses with no camera; Omdia says AI smartglasses shipments grew 322% YoY to 8.7M in 2025 (William Langley/Financial Times) A look at Tencent-backed Even Realities, which makes $600 G2 smartglasses with no camera; Omdia says AI smartglasses shipments grew 322% YoY to 8.7M in 2025 (William Langley/Financial Times)

William Langley / Financial Times:

A look at Tencent-backed Even Realities, which makes $600 G2 smartglasses with no camera; Omdia says AI smartglasses shipments grew 322% YoY to 8.7M in 2025 — Shenzhen-based Even Realities pitches itself as a premium alternative that does not harvest user data

11 часов назад @ techmeme.com
Sources: Apple is facing issues in the test phase of its foldable iPhone that are taking longer than expected to resolve, potentially delaying mass production (Nikkei Asia)
Sources: Apple is facing issues in the test phase of its foldable iPhone that are taking longer than expected to resolve, potentially delaying mass production (Nikkei Asia) Sources: Apple is facing issues in the test phase of its foldable iPhone that are taking longer than expected to resolve, potentially delaying mass production (Nikkei Asia)

Nikkei Asia:

Sources: Apple is facing issues in the test phase of its foldable iPhone that are taking longer than expected to resolve, potentially delaying mass production — TAIPEI — Apple is encountering setbacks in the engineering test phase of its first ever foldable iPhone, which could lead to delays …

11 часов назад @ techmeme.com
GitHub Trending GitHub Trending
последний пост 14 часов назад
nvim-treesitter/nvim-treesitter
nvim-treesitter/nvim-treesitter nvim-treesitter/nvim-treesitter

The nvim-treesitter plugin providesfunctions for installing, updating, and removing tree-sitter parsers; a collection of queries for enabling tree-sitter features built into Neovim for these languages; a staging ground for treesitter-based features considered for upstreaming to Neovim.

InstallationYou can install nvim-treesitter with your favorite package manager (or using the native package feature of vim, see :h packages ).

This plugin is only guaranteed to work with specific versions of language parsers** (as specified in the parser.lua table).

When upgrading the plugin, you must make sure that all installed parsers are updated to the latest version via :TSUpdate .

setup { -- Directory t…

14 часов назад @ github.com
google-ai-edge/gallery
google-ai-edge/gallery google-ai-edge/gallery

Google AI Edge Gallery ✨Explore, Experience, and Evaluate the Future of On-Device Generative AI with Google AI Edge.

AI Edge Gallery is the premier destination for running the world's most powerful open-source Large Language Models (LLMs) on your mobile device.

As the centerpiece of this release, Gemma 4 allows you to test the cutting edge of on-device AI.

Install the app today from Google Play Install the app today from App StoreFor users without Google Play access, install the apk from the latest releaseApp Preview✨ Core FeaturesAgent Skills : Transform your LLM from a conversationalist into a proactive assistant.

Download the App: Install the app from Google Play or App Store.

14 часов назад @ github.com
roboflow/supervision
roboflow/supervision roboflow/supervision

import supervision as sv from PIL import Image from rfdetr import RFDETRSmall image = Image .

open (...) model = RFDETRSmall () detections = model .

import supervision as sv from PIL import Image from inference import get_model image = Image .

import cv2 import supervision as sv image = cv2 .

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

1 day, 14 hours назад @ github.com
sherlock-project/sherlock
sherlock-project/sherlock sherlock-project/sherlock

Hunt down social media accounts by username across 400+ social networksInstallation • Usage • ContributingInstallationWarning Packages for ParrotOS and Ubuntu 24.04, maintained by a third party, appear to be broken.

$ sherlock --help usage: sherlock [-h] [--version] [--verbose] [--folderoutput FOLDEROUTPUT] [--output OUTPUT] [--tor] [--unique-tor] [--csv] [--xlsx] [--site SITE_NAME] [--proxy PROXY_URL] [--json JSON_FILE] [--timeout TIMEOUT] [--print-all] [--print-found] [--no-color] [--browse] [--local] [--nsfw] USERNAMES [USERNAMES ...] Sherlock: Find Usernames Across Social Networks (Version 0.14.3) positional arguments: USERNAMES One or more usernames to check with social networks.

--fol…

2 days, 14 hours назад @ github.com
vas3k/TaxHacker
vas3k/TaxHacker vas3k/TaxHacker

You can even create custom fields with your own AI prompts to extract any specific information you need.

With built-in filtering, multi-project support, import/export capabilities, and custom categories, TaxHacker simplifies reporting and makes tax filing a bit easier.

TaxHacker works with a wide variety of documents, including store receipts, restaurant bills, invoices, bank statements, letters, even handwritten receipts.

TaxHacker automatically detects currencies in your documents and converts them to your base currency using historical exchange rates.

Write custom AI prompts for fields, categories, and projects, or modify the built-in ones to match your specific needs.

3 days, 14 hours назад @ github.com
onyx-dot-app/onyx
onyx-dot-app/onyx onyx-dot-app/onyx

Onyx enables LLMs through advanced capabilities like RAG, web search, code execution, file creation, deep research and more.

🤖 Custom Agents: Build AI Agents with unique instructions, knowledge, and actions.

Build AI Agents with unique instructions, knowledge, and actions.

🌍 Web Search: Browse the web to get up to date information.

💻 Custom code: Run custom code to remove PII, reject sensitive queries, or to run custom analysis.

3 days, 14 hours назад @ github.com
siddharthvaddem/openscreen
siddharthvaddem/openscreen siddharthvaddem/openscreen

OpenScreenOpenScreen is your free, open-source alternative to Screen Studio (sort of).

Screen Studio is an awesome product and this is definitely not a 1:1 clone.

If you need all the fancy features, your best bet is to support Screen Studio (they really do a great job, haha).

But if you just want something free (no gotchas) and open, this project does the job!

Make it executable and run:chmod +x Openscreen-Linux- * .AppImage ./Openscreen-Linux- * .AppImageYou may need to grant screen recording permissions depending on your desktop environment.

4 days, 14 hours назад @ github.com
Yeachan-Heo/oh-my-codex
Yeachan-Heo/oh-my-codex Yeachan-Heo/oh-my-codex

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

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

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

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

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

4 days, 14 hours назад @ github.com
luongnv89/claude-howto
luongnv89/claude-howto luongnv89/claude-howto

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

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

5 days, 14 hours назад @ github.com
hacksider/Deep-Live-Cam
hacksider/Deep-Live-Cam hacksider/Deep-Live-Cam

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

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

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

Select a source face image.

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

6 days, 12 hours назад @ github.com
Yeachan-Heo/oh-my-claudecode
Yeachan-Heo/oh-my-claudecode Yeachan-Heo/oh-my-claudecode

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

Multi-agent orchestration for Claude Code.

Don't learn Claude Code.

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

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

6 days, 14 hours назад @ github.com
microsoft/VibeVoice
microsoft/VibeVoice microsoft/VibeVoice

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

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

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

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

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

1 week, 1 day назад @ github.com
pascalorg/editor
pascalorg/editor pascalorg/editor

StoresEach package has its own Zustand store for managing state:Store Package Responsibility useScene @pascal-app/core Scene data: nodes, root IDs, dirty nodes, CRUD operations.

useEditor apps/editor Editor state: active tool, structure layer visibility, panel states, editor-specific preferences.

Access patterns:// Subscribe to state changes (React component) const nodes = useScene ( ( state ) => state .

nodes ) const levelId = useViewer ( ( state ) => state .

levelId ) const activeTool = useEditor ( ( state ) => state .

1 week, 1 day назад @ github.com
obra/superpowers
obra/superpowers obra/superpowers

SuperpowersSuperpowers is a complete software development workflow for your coding agents, built on top of a set of composable "skills" and some initial instructions that make sure your agent uses them.

As soon as it sees that you're building something, it doesn't just jump into trying to write code.

Claude Code or Cursor have built-in plugin marketplaces.

Enforces RED-GREEN-REFACTOR: write failing test, watch it fail, write minimal code, watch it pass, commit.

To contribute:Fork the repository Create a branch for your skill Follow the writing-skills skill for creating and testing new skills Submit a PRSee skills/writing-skills/SKILL.md for the complete guide.

1 week, 1 day назад @ github.com
figma/mcp-server-guide
figma/mcp-server-guide figma/mcp-server-guide

Figma MCP Server GuideThe Figma MCP server brings Figma directly into your workflow by providing important design information and context to AI agents generating code from Figma design files.

By using the Figma MCP server and the related resources (including these skills), you agree to the Figma Developer Terms.

CursorThe recommended way to set up the Figma MCP server in Cursor is by installing the Figma Plugin, which includes MCP server settings as well as Agent Skills for common workflows.

If it does, you can manually add the Figma MCP server using this configuration:{ "mcpServers" : { "figma" : { "url" : " https://mcp.figma.com/mcp " } } }Prompting your MCP clientThe Figma MCP server int…

1 week, 1 day назад @ github.com
Технологии
Reddit: /r/technology/ Reddit: /r/technology/
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What Happened After a Teacher Ditched Screens | Why one early adopter of computers in classrooms has decided to toss them
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1 час назад @ reddit.com
Used EV sales spike alongside gas prices: The market for new cars has slumped as Americans look for deals on used EVs
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Americans May Be Losing Trust for AI in Health Care
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Target puts customers on the hook for AI shopping assistant errors
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3 часа назад @ reddit.com
Supreme Court Wipes Piracy Liability Verdict Against Grande Communications
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4 часа назад @ reddit.com
NIH Scientists Discover Powerful New Opioid That Relieves Pain Without Dangerous Side Effects
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4 часа назад @ reddit.com
OpenClaw gives users yet another reason to be freaked out about security
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The Rivian R2’s EPA Numbers Are In, And It Beats The Model Y Where It Counts
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5 часов назад @ reddit.com
Tech companies are cutting jobs and betting on AI. The payoff is far from guaranteed
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9 часов назад @ reddit.com
Anthropic reveals $30bn run rate and plans to use 3.5GW of new Google AI chips
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11 часов назад @ reddit.com
Scientists Create Healing Gel That Could Stop Chronic Wounds From Turning Deadly
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Samsung Is Discontinuing Its Texting App, Tells Impacted Users to Switch to Google Messages
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13 часов назад @ reddit.com
Social media posts educating public about illicit drugs being removed by Meta, Australian health experts say
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Nasa Moon mission breaks deep space distance record set 56 years ago
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14 часов назад @ reddit.com
Diabetes rates are lower in high-altitude environments ‪‪—‬ and scientists may have discovered why
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Pinboard: Popular Pinboard: Popular
последний пост 11 часов назад
Show HN: I built a tiny LLM to demystify how language models work | Hacker News
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Built a ~9M param LLM from scratch to understand how they actually work.

Vanilla transformer, 60K synthetic conversations, ~130 lines of PyTorch.

Trains in 5 min on a free Colab T4.

The fish thinks the meaning of life is food.

Fork it and swap the personality for your own character.

11 часов назад @ news.ycombinator.com
Farrow on Altman
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Multiple prominent investors who have worked with Altman told us that he has a reputation for freezing out investors if they back OpenAI’s competitors.

(OpenAI told us that several employees recall Karnofsky abstaining, and provided the minutes from the meeting recording his vote as an abstention.)

Altman told us, “I don’t think anyone has had more private investigators hired against them.”Extreme claims have circulated.

“This is disgusting behavior from a competitor that I assume is part of an attempt at tainting the jury in our upcoming cases,” Altman told us.

“We’re not going to be building advanced chips in the U.A.E.,” a leader at the Department of Commerce told Altman.

11 часов назад @ newyorker.com
YouTube 高级搜索
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Improve your search results with advanced search prefixes.

Search with YouTube Google VideoClear Play AllNo results foundTry adjusting your search terms or filters

11 часов назад @ playlists.at
https://github.com/maaslalani/sheets
https://github.com/maaslalani/sheets

terminal spreadsheet application made with bubbletea

11 часов назад @ github.com
Advice to Young People, The Lies I Tell Myself - jxnl.co
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Advice to Young People, The Lies I Tell Myself¶I'm really not qualified to give advice.

If you don't believe in yourself, believe in me that believes in you.

I don't think I'm a leader at any of these things, but I do think I'm elite at learning.

Public Speaking¶People don't believe this, but my talk at the AI Summit was actually my first public speaking experience.

If I went to the gym alone, I would just think, "Wow, people must think I'm so weak.

11 часов назад @ jxnl.co
The Free Market Lie: Why Switzerland Has 25 Gbit Internet and America Doesn't - Stefan Schüller
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This Article is also available as a video (My first):The ParadoxAs mentioned, in Switzerland, you can get 25 Gigabit per second fiber internet to your home, symmetric and dedicated.

In Germany, you are in a somewhat similar situation to the United States.

The United States prides itself on free markets.

Germany champions infrastructure competition, meaning it prefers multiple companies laying their own cables rather than sharing a single network.

The American ModelThe United States took a different path, but the result is equally bad.

11 часов назад @ sschueller.github.io
GitHub - arman-bd/guppylm: A ~9M parameter LLM that talks like a small fish. · GitHub
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ff6347 starred arman-bd/guppylm

11 часов назад @ github.com
How many products does Microsoft have named ‘Copilot’? I mapped every one | Tey Bannerman
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Update: Since this was published, the lovely internet community has let me know we were missing two Copilots: Since this was published, the lovely internet community has let me know we were missing two Copilots: Gaming Copilot and Microsoft Dragon Copilot (🤦‍♀️).

The chart has been updated and I'll continue to update it as Microsoft continues to Copilot.

A few weeks ago, I tried to explain to someone what Microsoft Copilot is.

I couldn’t… because the name ‘Copilot’ now refers to at least 75 different things.

All named ‘Copilot’.

11 часов назад @ teybannerman.com
A Cryptography Engineer’s Perspective on Quantum Computing Timelines
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My position on the urgency of rolling out quantum-resistant cryptography has changed compared to just a few months ago.

I’ll be honest, I don’t actually know what all the physics in those papers means.

Heather Adkins and Sophie Schmieg are telling us that “quantum frontiers may be closer than they appear” and that 2029 is their deadline.

Put another way, even if the most likely outcome was no CRQC in our lifetimes, that would be completely irrelevant, because our users don’t want just better-than-even odds of being secure.

In symmetric encryption, we don’t need to do anything, thankfully.

11 часов назад @ words.filippo.io
VoltAgent/awesome-design-md: Collection of DESIGN.md files that capture design systems from popular websites. Drop one into your project and let coding agents build matching UI.
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Arthur-Ficial/apfel: Apple Intelligence from the command line. On-device LLM via FoundationModels framework. No API keys, no cloud, no dependencies.
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# System prompt from file apfel --system-file persona.txt " Explain TCP/IP " # Quiet mode for shell scripts result= $( apfel -q " Capital of France?

# Explain a file apfel -f main.swift " Explain what this code does " # Compare two files apfel -f before.txt -f after.txt " What are the differences? "

# Code review a git diff jj diff | apfel -f CONVENTIONS.md " Review this diff against our coding conventions " git diff HEAD~1 | apfel -f style-guide.md " Any style violations in this diff? "

# Multiple MCP servers (bring your own) apfel --mcp ./server_a.py --mcp ./server_b.py " Use both tools " # Server mode - tools auto-available to all clients apfel --serve --mcp ./mcp/calculator/server.py # …

1 day, 11 hours назад @ github.com
Running Google Gemma 4 Locally With LM Studio’s New Headless CLI & Claude Code
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Google Gemma 4 26B-a4b LLM model served via LM Studio API with Claude Code alias command claude-lmThe Gemma 4 model familyGoogle released Gemma 4 as a family of four models, not just one.

For context, models like Qwen 3.5 397B-A17B (~1450 Elo) and GLM-5 (~1457 Elo) need 100-600B total parameters to reach similar scores.

Google Gemma 4 model performance vs size comparisonWhat changed in LM Studio 0.4.0LM Studio has been a popular desktop app for running local models for a while.

Using Gemma 4 as a Claude Code backendThe Anthropic-compatible endpoint opens up an interesting use case: running Claude Code against a local model instead of the Anthropic API.

Running Claude Code with a local model…

1 day, 11 hours назад @ ai.georgeliu.com
https://github.com/JuliusBrussee/caveman
https://github.com/JuliusBrussee/caveman https://github.com/JuliusBrussee/caveman

🪨 Caveman Claude (19 tokens) "New object ref each render.

🗣️ Normal Claude "Sure!

🪨 Caveman Claude "Bug in auth middleware.

⭐Also by Julius BrusseeBlueprint — specification-driven development for Claude Code.

— specification-driven development for Claude Code.

1 day, 11 hours назад @ github.com
osintradar - Curated OSINT Tools, Workflows and Resources
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Social Media OSINTCollect and analyze open-source intelligence from social media platforms such as X (Twitter), Facebook, Instagram, TikTok, and Reddit to support OSINT...

1 day, 11 hours назад @ osintradar.com
Components of A Coding Agent - by Sebastian Raschka, PhD
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Figure 2: The relationship between conventional LLM, reasoning LLM (or reasoning model), and an LLM wrapped in an agent harness.

In the next section, I want to go more into the specifics and discuss the core components of a coding harness using my Mini Coding Agent: https://github.com/rasbt/mini-coding-agent.

Figure 4: Main harness features of a coding agent / coding harness that will be discussed in the following sections.

By the way, in this article, I use the terms “coding agent” and “coding harness” somewhat interchangeably for simplicity.

Figure 5: Minimal but fully working, from-scratch Mini Coding Agent (implemented in pure Python)Anyways, below are six main components of coding agen…

1 day, 11 hours назад @ magazine.sebastianraschka.com
Changelog Changelog
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Astral has been acquired by OpenAI
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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.

1 week, 3 days назад @ changelog.com
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!

3 weeks, 5 days назад @ changelog.com
Big change brings big change
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Finale & Friends
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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.

1 month назад @ changelog.com
Opus 4.5 changed everything
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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.

1 month, 1 week 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.

1 month, 1 week 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, 2 weeks назад @ changelog.com
All the Claw things
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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.

1 month, 2 weeks 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, 3 weeks назад @ changelog.com
Building the machine that builds the machine
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Namespace – Speed up your development and testing workflows using your existing tools.

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

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

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

Check out the speedrun to get started in minutes.

1 month, 3 weeks назад @ changelog.com
Vouch for an open source web of trust
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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.

1 month, 3 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, 4 weeks назад @ changelog.com
Setting Docker Hardened Images free
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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.

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.

2 months назад @ changelog.com
The tech monoculture is finally breaking
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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.

2 months назад @ changelog.com
Natural born SaaS killers
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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.

At an unbeatable price.

Squarespace – A website makes it real!

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

2 months назад @ changelog.com
ZDNet ZDNet
последний пост 54 минуты назад
Why I returned to Enlightenment Linux after 30 years: Testing the new Elive beta
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I learned this back in the late '90s, when I discovered the Enlightenment desktop.

Enlightenment 27: A preview of the latest version of the Enlightenment desktop.

After installing the latest beta, I found myself poking around to experience what the developer has done with the Enlightenment desktop, and I was all smiles.

Unfortunately, no help was forthcoming, so I had to miss out on testing the voice control in the beta release.

Obviously, I wish I could have tested the voice control feature, but that wasn't in the cards (yet).

54 минуты назад @ zdnet.com
I tried Google Photos' new AI Enhance tool: How it crops, relights, and fixes your shots - sometimes
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Also: How I ditched Google Photos for my own private self-hosted alternative - for freeAI Enhance is an editing tool in Google Photos that uses AI to try to enhance your photos.

How to try Google AI EnhanceTo try it, first make sure you're running the latest version of the Google Photos app on your Android device.

Tap the Edit icon at the bottom, and you should see a button that says AI Enhance.

Also: 10 must-try Google Photos tips and tricks - including a new AI editorTap that AI Enhance button and wait a few seconds for the tool to do its stuff.

Also: Your Pixel phone hides a free Google Photos AI tool that's pure magic - how it worksOf course, this is always the case with generative AI, …

1 час назад @ zdnet.com
How I calibrated my subwoofer placement for peak impact in awkward room setups
How I calibrated my subwoofer placement for peak impact in awkward room setups

Adding a subwoofer to your home theater is exciting, but not every room is a perfect square designed for subwoofers.

2 часа назад @ zdnet.com
Asus' latest flagship laptop competes with the MacBook Air, but not how you'd think
Asus' latest flagship laptop competes with the MacBook Air, but not how you'd think Asus' latest flagship laptop competes with the MacBook Air, but not how you'd think

Asus' new Zenbook A16 is the sequel to last year's Zenbook A14, one of the thinnest, lightest, and longest-lasting laptops of 2025.

The X2 Elite Extreme has six additional CPU cores compared to the standard Snapdragon X2 Elite chip for a total of 18 (12 prime cores and six performance cores).

This opens it up to workflows its aforementioned competitor, the MacBook Air, does well, such as video and photo editing outside of the top-tier pro grade and strong multitasking.

In our benchmarking, the Snapdragon X2 Elite Extreme proved its impressive performance, particularly with multi-core scores, which handily surpassed the M5 in the 15-inch MacBook Air.

ZDNET's buying adviceIs the Zenbook A16 t…

2 часа назад @ zdnet.com
I tested the AirPods Max 2, Sony XM6, and Bose Ultra 2: Why Bose is my top pick
I tested the AirPods Max 2, Sony XM6, and Bose Ultra 2: Why Bose is my top pick I tested the AirPods Max 2, Sony XM6, and Bose Ultra 2: Why Bose is my top pick

Each of these devices offers new AirPods Max capabilities, such as low-latency gaming, near-real-time audio editing, and watching TV and movies in Spatial Audio.

Review: Apple AirPods Max 2Though you can connect the AirPods Max 2 to non-Apple devices via Bluetooth, you'll miss out on the very features worth $549, including Siri, Spatial Audio, Live Translation, Adaptive Audio, and more.

Spatial Audio is most important to youApple's Personalized Spatial Audio is unmatched, while its competitors don't hold a candle to it.

Also: Do Apple's new AirPods Max 2 beat the AirPods Pro 3?

Writer's choiceOut of the three flagship headphones from Apple, Sony, and Bose, I prefer the Bose QuietComfort Ult…

3 часа назад @ zdnet.com
LG G6 vs. Samsung S95H: I compared the best OLED TVs of 2026 and made a tough choice
LG G6 vs. Samsung S95H: I compared the best OLED TVs of 2026 and made a tough choice

The LG G6 and Samsung S95H are two premium-grade OLED TVs with excellent picture and sound, but which is the better buy?

15 часов назад @ zdnet.com
I found Android Auto's hidden shortcut that automates any task in your car - and it's brilliant
I found Android Auto's hidden shortcut that automates any task in your car - and it's brilliant I found Android Auto's hidden shortcut that automates any task in your car - and it's brilliant

ZDNET's key takeawaysAndroid Auto's Custom Assistant is an underutilized shortcut.

Android Auto is a highly convenient, albeit underused, feature available in most modern cars.

Even if your vehicle doesn't support it natively, you can buy an inexpensive Android Auto display and enjoy your phone's features safely while driving.

On your Android phone, open the Android Auto settings.

Also: Your Android Auto just got 5 useful upgrades for free - and Google isn't doneSince these shortcuts are tied to your Google account, not your car or Android Auto display, they'll be available in any vehicle where you use Android Auto.

15 часов назад @ zdnet.com
Samsung's latest TV firmware update fixes the Chromecast issue for older models - finally
Samsung's latest TV firmware update fixes the Chromecast issue for older models - finally

Samsung's 2026 TV lineup will feature built-in support for Google Cast, but with the latest firmware, models as far back as 2024 will also get an update.

16 часов назад @ zdnet.com
The best Android phones of 2026: Expert tested and reviewed
The best Android phones of 2026: Expert tested and reviewed The best Android phones of 2026: Expert tested and reviewed

To help you find the right one, here are our top picks for the best Android phones in every category.

Review: Samsung Galaxy Z Fold 7 Who it's for: I often recommend the Samsung Galaxy Z Fold over other foldables because of Samsung's feature-rich approach to software.

Review: Samsung Galaxy Z Fold 7 Who it's for: I often recommend the Samsung Galaxy Z Fold over other foldables because of Samsung's feature-rich approach to software.

In our February update, we added the OnePlus 15 as a top pick for the best Android phone for battery life.

In our August update, we refreshed the latest news information regarding the Pixel 10 series launch, and we have updated the list with the Pixel 10 Pro XL a…

21 час назад @ zdnet.com
I tested Gemini on Android Auto and now I can't stop talking to it: 5 tasks it nails
I tested Gemini on Android Auto and now I can't stop talking to it: 5 tasks it nails I tested Gemini on Android Auto and now I can't stop talking to it: 5 tasks it nails

ZDNET's key takeawaysGemini is now widely available in Android Auto.

Over the weekend, I noticed my Android Auto had updated to include Gemini.

Also: Your Android Auto just got 5 useful upgrades for free - and Google isn't doneHere are some of the best ways I'm using the new Gemini integration.

Gemini, through Android Auto, was able to add things to my Keep lists and add things to my Calendar.

If, like me, you haven't really embraced Gemini yet, Android Auto might just be your ticket in.

22 часа назад @ zdnet.com
Why Microsoft is forcing Windows 11 25H2 update on all eligible PCs
Why Microsoft is forcing Windows 11 25H2 update on all eligible PCs Why Microsoft is forcing Windows 11 25H2 update on all eligible PCs

ZDNET's key takeawaysMicrosoft is forcing eligible Windows 11 PCs to update to 25H2.

In a recent status update, the software giant said that all eligible computers running the Home and Pro editions of Windows 11 24H2 will automatically receive the 25H2 update.

Support for Windows 11 24H2 ends on October 13, so that version will no longer receive security patches beyond that date.

The mandatory update applies only to individual PCs running Windows 11 Home or Pro.

Also: Windows 11 Home vs. Windows 11 Pro: I found the differences that truly matterTo see if your PC qualifies, head to Settings, select Windows Update, and click the button to check for updates.

23 часа назад @ zdnet.com
TP-Link Roam 7 review: How this travel router let me stop stressing about public Wi-Fi
TP-Link Roam 7 review: How this travel router let me stop stressing about public Wi-Fi

Designed for travel, the TP-Link Roam 7 provides fast, private networks in public spaces.

1 day назад @ zdnet.com
The new MacBook Air M5 is already $150 off as it woos Windows users
The new MacBook Air M5 is already $150 off as it woos Windows users The new MacBook Air M5 is already $150 off as it woos Windows users

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.

1 day назад @ zdnet.com
I tried Peppermint Linux: How this bare-bones distro lets you build your ideal OS
I tried Peppermint Linux: How this bare-bones distro lets you build your ideal OS I tried Peppermint Linux: How this bare-bones distro lets you build your ideal OS

It seems like years since I last installed Peppermint Linux.

After testing the latest release of Peppermint Linux, I can attest to that claim.

It's bare bones but readyMy new take on Peppermint Linux is that it's a Linux distribution anyone can use and make their own.

Peppermint OS (aka Peppermint Linux, aka Pep) comes with the bare minimum of software installed.

I really do want to say that Peppermint OS is a great option for those who are new to Linux.

1 day назад @ zdnet.com
I've used every Samsung Galaxy S26 model - here's why the Ultra is frustratingly the best
I've used every Samsung Galaxy S26 model - here's why the Ultra is frustratingly the best I've used every Samsung Galaxy S26 model - here's why the Ultra is frustratingly the best

Also: Samsung Galaxy S26 vs. S26 Plus vs. S26 Ultra: I compared every model to help you decideAs much as I want Qi2 magnets, bigger camera sensors, and more battery capacity, the Galaxy S26 Ultra is a well-rounded flagship.

But is the Samsung Galaxy S26 Ultra one of the best phone experiences available right now?

The Galaxy S26 Ultra is thinner and lighter but not considerably easier to hold than the Galaxy S25 Ultra.

Also: Samsung Galaxy S24 Ultra vs. S26 Ultra: Should you upgrade to the latest model after two years?

ZDNET's buying adviceThe Samsung Galaxy S26 Ultra is one of the best all-around flagship phones that you can buy right now.

1 day назад @ zdnet.com
TechCrunch TechCrunch
последний пост 1 час назад
Google Maps can now write captions for your photos using AI
Google Maps can now write captions for your photos using AI

Gemini can now create captions when users are looking to share a photo or video.

1 час назад @ techcrunch.com
A teenage Minecraft YouTuber raised $1,234,567 for a meme prediction market called Giggles. It broke me.
A teenage Minecraft YouTuber raised $1,234,567 for a meme prediction market called Giggles. It broke me.

Justin Jin’s company Giggles – which he describes as “putting a trading app and TikTok together” – started as a joke.

2 часа назад @ techcrunch.com
4 days left to save close to $500 on TechCrunch Disrupt 2026 passes
4 days left to save close to $500 on TechCrunch Disrupt 2026 passes

4 days left to save up to $482 on your TechCrunch disrupt 2026 ticket. These low rates will disappear on April 10 at 11:59 p.m. PT. Register here.

2 часа назад @ techcrunch.com
Trump administration plans to cut cybersecurity agency’s budget by $700 million
Trump administration plans to cut cybersecurity agency’s budget by $700 million

The budget proposal would force CISA to operate with a significantly lower budget than previous years, citing the government's claims that the election misinformation programs were used to "target the President."

2 часа назад @ techcrunch.com
Why a former AirPods engineer is now building heat pumps
Why a former AirPods engineer is now building heat pumps

Merino Energy has simplified the heat pump dramatically in a quest to make them cheaper and easier to install.

3 часа назад @ techcrunch.com
The AI gold rush is pulling private wealth into riskier, earlier bets
The AI gold rush is pulling private wealth into riskier, earlier bets

On a recent episode of Equity, we talked to Arena Private Wealth to explore a growing trend: family offices bypassing VCs to gain direct exposure to AI startups, turning them from passive investors into active participants.

3 часа назад @ techcrunch.com
Waymo opens robotaxi service in Nashville, partners with Lyft
Waymo opens robotaxi service in Nashville, partners with Lyft

Waymo now operates commercial robotaxi services in 11 cities, with various methods to hail.

3 часа назад @ techcrunch.com
Adobe launches Acrobat Spaces, a free AI-powered study tool for students
Adobe launches Acrobat Spaces, a free AI-powered study tool for students

Adobe Acrobat Spaces is a free tool for students to use AI and create different kind of study material from documents

3 часа назад @ techcrunch.com
Hermeus raises $350M to build autonomous hypersonic fighters
Hermeus raises $350M to build autonomous hypersonic fighters

The defense aviation startup is coming off two successful flight demonstrations, and with the next one, it's aiming to go supersonic.

4 часа назад @ techcrunch.com
Spotify’s prompted playlist feature will now work for podcasts, too
Spotify’s prompted playlist feature will now work for podcasts, too

Spotify will now allow users to input natural language prompts to create podcast playlist.

4 часа назад @ techcrunch.com
AI startup Rocket offers vibe McKinsey-style reports at a fraction of the cost
AI startup Rocket offers vibe McKinsey-style reports at a fraction of the cost

Rocket's new AI platform combines strategy, product building, and competitive intelligence, aiming to move beyond code generation.

11 часов назад @ techcrunch.com
AI design platform Picsart launches a creator monetization program
AI design platform Picsart launches a creator monetization program

The program invites creators to create original content with Picsart tools for a specific campaign, share it on their social channels, and earn revenue based on how their audience engages.

12 часов назад @ techcrunch.com
OpenAI alums have been quietly investing from a new, potentially $100M fund
OpenAI alums have been quietly investing from a new, potentially $100M fund

Zero Shot, a new venture capital fund with deep ties to OpenAI, is aiming to raise $100 million for its first fund. It has already written some checks.

18 часов назад @ techcrunch.com
Gas prices aren’t the only factor fueling used EV sales
Gas prices aren’t the only factor fueling used EV sales

There are a growing number of reasons why used EVs have gained in popularity.

19 часов назад @ techcrunch.com
Google quietly releases an offline-first AI dictation app on iOS
Google quietly releases an offline-first AI dictation app on iOS

Google's new offline-first dictation app uses Gemma AI models to take on the apps like Wispr Flow.

21 час назад @ techcrunch.com
Slashdot Slashdot
последний пост 1 час назад
Stanford Daily Ponders Fate of Bill Gates Namesake Building On April Fools' Day
Stanford Daily Ponders Fate of Bill Gates Namesake Building On April Fools' Day Stanford Daily Ponders Fate of Bill Gates Namesake Building On April Fools' Day

theodp writes: "Gates Computer Science Building renamed Peter Thiel Center for Panoptic Computing" reads the headline of an April Fools' Day story that ran in the Humor section of The Stanford Daily (with the further disclaimer that "This article is purely satirical and fictitious"). The story begins: "Following revelations that the billionaire founder of Microsoft, Bill Gates, had a longstanding relationship with convicted child sex trafficker Jeffrey Epstein, Stanford has announced it will strip Gates' name from the William H. Gates Computer Science Building and instead honor alumnus Peter Thiel B.A. '89, JD '92. Gates, who is not a Stanford alumnus, gave an initial gift of $6 million tow…

1 час назад @ news.slashdot.org
LinkedIn Faces Spying Allegations Over Browser Extension Scanning
LinkedIn Faces Spying Allegations Over Browser Extension Scanning LinkedIn Faces Spying Allegations Over Browser Extension Scanning

LinkedIn is facing allegations that it quietly scans users' browsers for installed Chrome extensions. The German group Fairlinked e.V. goes so far as to claim that the site is "running one of the largest corporate espionage operations in modern history." "The program runs silently, without any visible indicator to the user," the group says. "It does not ask for consent. It does not disclose what it is doing. It reports the results to LinkedIn's servers. This is not a one-time check. The scan runs on every page load, for every visitor." PCMag reports: This browser extension "fingerprinting" technique has been spotted before, but it was previously found to probe only 2,000 to 3,000 extensions…

5 часов назад @ yro.slashdot.org
China Flies World's First Megawatt-Class Hydrogen Turboprop Engine
China Flies World's First Megawatt-Class Hydrogen Turboprop Engine China Flies World's First Megawatt-Class Hydrogen Turboprop Engine

Longtime Slashdot reader walterbyrd shares a report from Fuel Cells Works: China says the AEP100, a megawatt-class hydrogen-fueled turboprop engine developed by the Aero Engine Corporation of China, has completed its maiden flight on a 7.5-ton unmanned cargo aircraft in Zhuzhou, Hunan. The 16-minute test covered 36km at 220km/h and 300 meters altitude, with the aircraft returning safely after completing its planned maneuvers. State media described it as the world's first test flight of a megawatt-class hydrogen-fueled turboprop engine. [...] The Aero Engine Corporation of China (AECC) says the result shows China now has a full technical chain for hydrogen aviation engines, from core parts t…

9 часов назад @ tech.slashdot.org
New Jersey Cannot Regulate Kalshi's Prediction Market, US Appeals Court Rules
New Jersey Cannot Regulate Kalshi's Prediction Market, US Appeals Court Rules New Jersey Cannot Regulate Kalshi's Prediction Market, US Appeals Court Rules

An anonymous reader quotes a report from Reuters: A federal appeals court ruled on Monday that New Jersey gaming regulators cannot prevent Kalshi from allowing people in the state to use its prediction market to place financial bets on the outcome of sporting events.

A three-judge panel of the Philadelphia-based 3rd U.S. Circuit Court of Appeals ruled 2-1 (PDF) in finding that the U.S. Commodity Futures Trading Commission has exclusive jurisdiction over the sports-related event contracts that Kalshi allows people to trade on its platform. The ruling marked the first time a federal appeals court has ruled on what has become the central issue in an escalating battle over the ability of state …

13 часов назад @ yro.slashdot.org
OpenAI Calls For Robot Taxes, Public Wealth Fund, and 4-Day Workweek To Tackle AI Disruption
OpenAI Calls For Robot Taxes, Public Wealth Fund, and 4-Day Workweek To Tackle AI Disruption OpenAI Calls For Robot Taxes, Public Wealth Fund, and 4-Day Workweek To Tackle AI Disruption

OpenAI is proposing (PDF) sweeping policy changes to help manage the societal disruption caused by advanced AI, including taxes on automated labor, a public wealth fund, and experiments with a four-day workweek. The company said the policy document offered a series of "initial ideas" to address the risk of "jobs and entire industries being disrupted" by the adoption of AI tools. Business Insider reports: Among the core policy suggestions is a public wealth fund, which would see lawmakers and AI companies work together to invest in long-term assets linked to the AI boom, with returns distributed directly to citizens. Another is that the government should encourage and incentivize employers t…

17 часов назад @ yro.slashdot.org
Teardown of Unreleased LG Rollable Shows Why Rollable Phones Aren't a Thing
Teardown of Unreleased LG Rollable Shows Why Rollable Phones Aren't a Thing Teardown of Unreleased LG Rollable Shows Why Rollable Phones Aren't a Thing

A teardown video of LG's never-released Rollable phone helps explain why rollable phones never became a real product category: they were likely too expensive, fragile, and complicated to manufacture at scale. "The complexity of the internals would have made the Rollable extremely expensive to manufacture, and it would have demanded a high price tag," reports Ars Technica. "Durability is also a big concern. There's just a lot going on inside this phone, with multiple motors, springy arms, tracks, and a screen that has to loop around the back. [...] It seems unlikely the LG Rollable could have survived daily use for multiple years." From the report: The LG Rollable is just one of several roll…

18 часов назад @ mobile.slashdot.org
AP Offers Buyouts As Part of Pivot Away From Newspaper Journalism
AP Offers Buyouts As Part of Pivot Away From Newspaper Journalism AP Offers Buyouts As Part of Pivot Away From Newspaper Journalism

The Associated Press is offering buyouts to U.S. journalists "as part of an acceleration away from the focus on newspaper journalism that sustained the company since the mid-1800s," the not-for-profit outlet reported today. AP says it is making the move from a position of strength, responding to shrinking newspaper revenue and growing demand from digital, broadcast, and tech clients. "The AP is not in trouble," said Julie Pace, executive editor and senior vice president of the AP. "We're making these changes from a position of strength but we're doing so now to recognize our changing customer base." From the report: The news organization is becoming more focused on visual journalism and dev…

19 часов назад @ news.slashdot.org
Artemis II Astronauts Break Apollo Record For Farthest Distance Humans Have Traveled From Earth
Artemis II Astronauts Break Apollo Record For Farthest Distance Humans Have Traveled From Earth Artemis II Astronauts Break Apollo Record For Farthest Distance Humans Have Traveled From Earth

Artemis II has broken the Apollo 13 record for the farthest distance humans have ever traveled from Earth. NASA reports: The Artemis II crew of NASA astronauts Reid Wiseman, Victor Glover, and Christina Koch, along with CSA (Canadian Space Agency) astronaut Jeremy Hansen have set the record for the farthest distance from Earth traveled by a human mission, surpassing the Apollo 13 record of 248,655 miles set in 1970. NASA Flight Director Brandon Lloyd, Capsule Communicator Amy Dill, and Command and Handling Data Officer Brandon Borter also marked a lighthearted milestone today by emailing the crew what is now assumed to be the longest person-to-person message ever sent in human history. Afte…

20 часов назад @ science.slashdot.org
Samsung's Messages App Is Shutting Down
Samsung's Messages App Is Shutting Down Samsung's Messages App Is Shutting Down

Samsung says it will discontinue its Samsung Messages app in July 2026 and is directing Galaxy users to switch to Google Messages instead. Android Central reports: [...] Samsung says users can switch to Google Messages as their default app to maintain a consistent Android messaging experience. The fine print also states that once the app is discontinued, "sending messages via Samsung Messages on your phone will no longer be possible, except for emergency service numbers or emergency contacts defined in your device." Samsung also notes that users will no longer be able to download the Messages app from the Galaxy Store once it is discontinued. Newer devices, including the Galaxy S26 series, …

21 час назад @ mobile.slashdot.org
Germany Doxes 'UNKN,' Head of RU Ransomware Gangs REvil, GandCrab
Germany Doxes 'UNKN,' Head of RU Ransomware Gangs REvil, GandCrab Germany Doxes 'UNKN,' Head of RU Ransomware Gangs REvil, GandCrab

An anonymous reader quotes a report from KrebsOnSecurity: An elusive hacker who went by the handle "UNKN" and ran the early Russian ransomware groups GandCrab and REvil now has a name and a face. Authorities in Germany say 31-year-old Russian Daniil Maksimovich Shchukin headed both cybercrime gangs and helped carry out at least 130 acts of computer sabotage and extortion against victims across the country between 2019 and 2021. Shchukin was named as UNKN (a.k.a. UNKNOWN) in an advisory published by the German Federal Criminal Police (the "Bundeskriminalamt" or BKA for short). The BKA said Shchukin and another Russian -- 43-year-old Anatoly Sergeevitsch Kravchuk -- extorted nearly $2 million…

22 часа назад @ yro.slashdot.org
More Americans Are Breaking Into the Upper Middle Class
More Americans Are Breaking Into the Upper Middle Class More Americans Are Breaking Into the Upper Middle Class

More Americans have moved into upper-middle-class incomes over the past several decades (source paywalled; alternative source), with new research suggesting that group has grown sharply while the lower and core middle class have shrunk. The Wall Street Journal reports: In 2024, about 31% of Americans were part of the upper middle class, up from about 10% in 1979, according to a report released this year by the right-leaning American Enterprise Institute. There is no single, standard definition of middle class, or upper middle class, and what counts as a hefty income in one city can feel paltry in another. The AEI report, by Stephen Rose and Scott Winship, classified a family of three earnin…

23 часа назад @ news.slashdot.org
Peter Thiel Is Betting Big On Solar-Powered Cow Collars
Peter Thiel Is Betting Big On Solar-Powered Cow Collars Peter Thiel Is Betting Big On Solar-Powered Cow Collars

Halter, a New Zealand agtech startup now valued at $2 billion, has raised $220 million to expand its AI-powered cattle management system. "Halter is now valued at $2 billion following the Series E, which was led by Peter Thiel's Founders Fund with participation from Blackbird, DCVC, Bond, Bessemer, and several others," reports Inc. From the report: alter plans to use the funding to expand its existing footprint in the U.S., Australia, and New Zealand, as well as to grow into new markets such as Ireland, the U.K., and parts of North and South America. The round is one of the biggest to-date in the industry, and comes amid growing adoption of the technology among U.S. ranchers. According to H…

1 day назад @ news.slashdot.org
Copilot Is 'For Entertainment Purposes Only,' According To Microsoft's ToS
Copilot Is 'For Entertainment Purposes Only,' According To Microsoft's ToS Copilot Is 'For Entertainment Purposes Only,' According To Microsoft's ToS

An anonymous reader quotes a report from TechCrunch: AI skeptics aren't the only ones warning users not to unthinkingly trust models' outputs -- that's what the AI companies say themselves in their terms of service. Take Microsoft, which is currently focused on getting corporate customers to pay for Copilot. But it's also been getting dinged on social media over Copilot's terms of use, which appear to have been last updated on October 24, 2025. "Copilot is for entertainment purposes only," the company warned. "It can make mistakes, and it may not work as intended. Don't rely on Copilot for important advice. Use Copilot at your own risk." Microsoft described the terms of service as "legacy l…

1 day, 1 hour назад @ slashdot.org
Linux Finally Starts Removing Support for Intel's 37-Year-Old i486 Processor
Linux Finally Starts Removing Support for Intel's 37-Year-Old i486 Processor Linux Finally Starts Removing Support for Intel's 37-Year-Old i486 Processor

"It's finally time," writes Phoronix — since "no known Linux distribution vendors are still shipping with i486 CPU support." "A patch queued into one of the development branches ahead of the upcoming Linux 7.1 merge window is set to finally begin the process of phasing out and ultimately removing Intel 486 CPU support from the Linux kernel." More details from XDA-Developers: Authored by Ingo Molnar, the change, titled "x86/cpu: Remove M486/M486SX/ELAN support," begins dismantling Linux's built-in support for the i486, which was first released back in 1989. As the changelog notes, even Linus is keen to cut ties with the architecture: "In the x86 architecture we have various complicated hardw…

1 day, 5 hours назад @ linux.slashdot.org
Russia's VPN Crackdown Caused Bank Outages, Telegram Founder Says
Russia's VPN Crackdown Caused Bank Outages, Telegram Founder Says Russia's VPN Crackdown Caused Bank Outages, Telegram Founder Says

Russia's "great crackdown" on VPNs — and a clampdown on Telegram's messaging platform — had an unintended side effect, reports Bloomberg. It "triggered the widespread banking outage seen across the country this week, Telegram's billionaire founder Pavel Durov said." "Telegram was banned in Russia, yet 65 million Russians still use it daily via VPNs," Durov said Saturday in a post on Telegram. "The government has spent years trying to ban VPNs too. Their blocking attempts just triggered a massive banking failure; cash briefly became the only payment method nationwide yesterday." Attempts on Friday to limit VPN use could have sparked the disruption affecting banking apps, The Bell and other R…

1 day, 9 hours назад @ tech.slashdot.org
Блоги людей
>ИИ-нативные продукты
ИИ-нативные продукты

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

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

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

1 day, 9 hours назад @ mikeozornin.ru
Apple's 50 Years of Integration
Apple's 50 Years of Integration

Apple has survived 50 years by being the only company integrating hardware and software; if the company loses because of AI it will be because the point of integration changes.

1 week назад @ stratechery.com
>ЛЛМ и дизайн
ЛЛМ и дизайн

Я шарю скилл несколько раз, самое время кинуть в пост

Как делать дизайн с ЛЛМ, чтобы не было дефолтно и ИИшно: Не делать, делать руками

Кидать референсы

Дать скиллов Пост про опцию три. https://impeccable.style

Есть вот такой набор скиллов, в нем разные вещи, чтобы делать дизайн и верстку: Аудит того, что есть и критика

Есть работа с текстом

Есть работа с визуалкой На промостранице есть объяснения, начните с них.

Это не серебрянная пуля, по начать, например, можно с этого. https://developers.openai.com/blog/designing-delightful-frontends-with-gpt-5-4/

Скилл и объяснение от опенаи

1 week, 4 days назад @ mikeozornin.ru
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…

2 weeks, 1 day 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.

3 weeks, 1 day 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.

1 month 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]: …

1 month, 1 week 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, 2 weeks 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, 2 weeks 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, 3 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.

2 months 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.

2 months, 1 week 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.

2 months, 1 week 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…

2 months, 1 week 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…

2 months, 1 week 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, 2 weeks 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, 3 weeks 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, 3 weeks 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, 3 weeks 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, 3 weeks 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.

3 months 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…

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, 2 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, 2 weeks 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, 2 weeks назад @ stratechery.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, 2 weeks назад @ nedbatchelder.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, 2 weeks 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, 3 weeks 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.

4 months 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…

4 months 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.

4 months, 1 week 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…

4 months, 1 week 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, 2 weeks 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, 2 weeks 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, 2 weeks 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(): 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, 3 weeks 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() -> 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, 3 weeks 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, 3 weeks 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, 3 weeks 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, 4 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, 4 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?

5 months 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, …

5 months, 1 week 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, …

5 months, 1 week 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, 2 weeks назад @ stratechery.com
Инди-разработка
Show HN Show HN
последний пост 1 час назад
Show HN: QRAuth – Open-source QR verification with passkeys and device trust
Show HN: QRAuth – Open-source QR verification with passkeys and device trust Show HN: QRAuth – Open-source QR verification with passkeys and device trust

QR Fraud Protection — Cryptographic verification that a physical or digital QR code is legitimate, untampered, and issued by the claimed organization.

There is currently no built-in mechanism to verify that a physical QR code was placed by the legitimate authority.

QR code is deployed: The QR encodes a short verification URL ( https://qrauth.io/v/[token] ) or the app verifies server-side via SDK.

Key DifferentiatorsIdentity platform, not a QR tool : QR codes and passkeys are authentication methods — the platform handles identity, device trust, and fraud.

Event / Webhook Bus (Redis Streams) — Every platform event (scan, verification, fraud detection, QR creation, revocation) is published to …

1 час назад @ github.com
Show HN: Testreel – Programmatic product demo videos from JSON and Playwright
Show HN: Testreel – Programmatic product demo videos from JSON and Playwright Show HN: Testreel – Programmatic product demo videos from JSON and Playwright

CLInpx testreel recording.json # basic recording npx testreel recording.json --headed # visible browser npx testreel recording.json --format gif # GIF output npx testreel recording.json --setup login.json # separate setup file npx testreel validate recording.json # validate without recording npx testreel login https://app.com --save-state state.json # interactive login npx testreel init # create a definition interactivelyAPIimport { record , loadDefinition } from 'testreel' const def = loadDefinition ( 'recording.json' ) const result = await record ( def , { outputDir : './output' } ) console .

screenshots ) // array of .png pathsPlaywright test fixtureAlready have a Playwright test suite?

1 час назад @ github.com
Show HN: VibeAround – Use Claude Code, Codex, Cursor from IM, Built on ACP (
Show HN: VibeAround – Use Claude Code, Codex, Cursor from IM, Built on ACP ( Show HN: VibeAround – Use Claude Code, Codex, Cursor from IM, Built on ACP (

It connects real agents (Claude Code, Gemini CLI, Codex CLI, Cursor CLI, Kiro CLI, Qwen Code, OpenCode) to every surface you use: desktop, browser, Telegram, Feishu, Discord, Slack, WeChat, DingTalk, WeCom, and QQ.

Start a task with Claude Code on your Mac, hand it over to Telegram on your phone, continue the conversation with full context, and hand it back when you're at your desk.

Agent ACP Session Handover Claude Code Working Supported Gemini CLI Working Supported Codex CLI Working Supported Cursor CLI Working Supported Kiro CLI Working Supported Qwen Code Working Supported OpenCode Working Not supportedChannel pluginsEach channel is a standalone Node.js plugin built with @vibearound/plu…

1 час назад @ github.com
Show HN: Opensidian: Local-first notes in the browser with POSIX shell and sync
Show HN: Opensidian: Local-first notes in the browser with POSIX shell and sync

Hey HN! Braden here. Some of you might know me from Whispering a while back (https://news.ycombinator.com/item?id=44942731).Obsidian was one of the biggest inspirations behind the Epicenter project. I used it daily and think it's incredible software. But it's not open source, and Obsidian Sync never quite worked the way I wanted it to. I think any tool that sits this deep in your personal knowledge system should be open source and auditable.So I built Opensidian as an open-source proof of concept: what happens when you store notes as Yjs CRDTs, sync them across servers, encrypt them end-to-end, and put a POSIX-like filesystem on top?To do this, I built `@epicenter/filesystem`, which exposes…

1 час назад @ opensidian.com
Show HN: Beta Testing needed for my package Trustcheck
Show HN: Beta Testing needed for my package Trustcheck Show HN: Beta Testing needed for my package Trustcheck

trustchecktrustcheck is a Python package and CLI for evaluating the trust posture of PyPI releases before they are installed, promoted, or approved.

It combines PyPI metadata, vulnerability records, provenance availability, cryptographic attestation verification, Trusted Publisher identity hints, and repository matching into a single operator-friendly report.

Recommendation tiers:verified : every discovered release artifact verified successfully: every discovered release artifact verified successfully metadata-only : no cryptographically verified artifact set, but no risk flags elevated the result: no cryptographically verified artifact set, but no risk flags elevated the result review-requ…

1 час назад @ github.com
Show HN: OneManCompany The first AI company with real corporate org structure
Show HN: OneManCompany The first AI company with real corporate org structure Show HN: OneManCompany The first AI company with real corporate org structure

We built an AI company. Not a chatbot wrapper — a company with HR, COO, engineers, and designers, all AI agents, organised and managed the way a real company operates. You're the CEO, the only human.To be clear: this is not one LLM with a bunch of prompts pretending to be a team. These are fully independent agents — different models, different backends, different runtimes — each doing their own job.*Why organise agents as a company*We spent a year building multi-agent systems and kept hitting the same wall. Agents say "I'm done" and pass results downstream with no verification. Errors cascade through the whole project. Static workflows (Dify etc.) are stable but can't adapt to the new skill…

2 часа назад @ one-man-company.com
Show HN: Output.ai - OSS framework we extracted from 500+ production AI agents
Show HN: Output.ai - OSS framework we extracted from 500+ production AI agents Show HN: Output.ai - OSS framework we extracted from 500+ production AI agents

Article URL: https://output.ai/

Comments URL: https://news.ycombinator.com/item?id=47676157

Points: 14

# Comments: 4

2 часа назад @ output.ai
Show HN: SQLite Memory – Markdown based AI agent memory with offline-first sync
Show HN: SQLite Memory – Markdown based AI agent memory with offline-first sync Show HN: SQLite Memory – Markdown based AI agent memory with offline-first sync

Features hybrid semantic search (vector similarity + FTS5), markdown-aware chunking, and local embedding via llama.cpp.

The Future of AI Agent MemoryModern AI agents need persistent, searchable memory to maintain context across conversations and tasks.

All memory, or just a specific memory context, can be kept in sync between agents.

Part of the SQLite AI EcosystemThis project is part of the SQLite AI ecosystem, a collection of extensions that bring modern AI capabilities to the world's most widely deployed database.

- Markdown-based AI agent memory with semantic search.

2 часа назад @ github.com
Show HN: Converting prototypes to production shouldn't be that hard
Show HN: Converting prototypes to production shouldn't be that hard Show HN: Converting prototypes to production shouldn't be that hard

Sign Up — Preview Sign up to Centel Create your account to get started Email address [email protected] Password •••••••• Create account → Already have an account?

Sign inSign-In PageReuses the same warm gradient background as sign-up for visual consistency across all auth pages.Marcel|Fields: Email address, password.

If no prior session, redirect to /dashboard.

Unverified email shows re-send verification prompt instead of dashboard redirect.

Forgot Password — Confirmation Check your inbox We sent a password reset link to[email protected] Open email app Didn't receive it?

2 часа назад @ usecentel.com
Show HN: Jsont – CLI to explore and query JSON/JSONL files, built for AI agents
Show HN: Jsont – CLI to explore and query JSON/JSONL files, built for AI agents

Article URL: https://jsont.sh

Comments URL: https://news.ycombinator.com/item?id=47676080

Points: 2

# Comments: 2

2 часа назад @ jsont.sh
Show HN: Homebutler – AI manages your homelab without getting shell access
Show HN: Homebutler – AI manages your homelab without getting shell access Show HN: Homebutler – AI manages your homelab without getting shell access

See all available apps →Demo🌐 Web Dashboardhomebutler serve — A real-time web dashboard embedded in the single binary via go:embed .

Uptime Kuma monitoring) homebutler install uptime-kumaApp InstallDeploy self-hosted apps with a single command.

Backup & RestoreOne-command Docker backup — volumes, compose files, and env variables.

homebutler backup # backup everything homebutler backup --service jellyfin # specific service homebutler backup --to /mnt/nas/backups/ # custom destination homebutler backup list # list backups homebutler restore ./backup.tar.gz # restore⚠️ Database services should be paused before backup for data consistency.

homebutler status --server rpi # query specific server …

2 часа назад @ github.com
Show HN: back2vibing – instantly jump back to your agent's tmux pane / terminal
Show HN: back2vibing – instantly jump back to your agent's tmux pane / terminal Show HN: back2vibing – instantly jump back to your agent's tmux pane / terminal

Everything you need to know about the product and how it integrates into your workflow.

We hook into the signals your agent already exposes, then map them back to the right window, terminal, or tmux pane.

tmux just gives you the most precise session and pane restore if that is already how you work.

Your context, code, and agent interactions stay on your machine.

That is what lets it restore context so precisely.

2 часа назад @ back2vibing.builtby.win
Show HN: Train ML models for 80% less by always picking the cheapest Spot region
Show HN: Train ML models for 80% less by always picking the cheapest Spot region Show HN: Train ML models for 80% less by always picking the cheapest Spot region

Due to escalating geopolitical conflicts—specifically the ongoing war involving Iran—global energy markets are facing severe and prolonged instability.

The assumption of universally cheap data center power is no longer safe.

As power grids become constrained, hyperscaler compute prices will mechanically increase.

To survive the incoming margin squeeze, infrastructure must be able to dynamically route workloads to temporary, spatial pockets of cheap power.

2 часа назад @ spotroute.co
Show HN: A tool to turn random screenshots into structured tutorials
Show HN: A tool to turn random screenshots into structured tutorials Show HN: A tool to turn random screenshots into structured tutorials

PastePathScreenshot Annotation, Step-by-Step Guides & Visual Sharing ToolDrop screenshots, annotate with shapes, arrows, text & freehand, arrange them into clear steps, then share as a link, copy to clipboard, or export.

Great for tutorials, documentation, product reviews, bug reports, QA walkthroughs, onboarding guides, feature handoffs, support replies, and many more visual workflows.

Backend With SQLitePastePath now uses the frontend -> backend -> database flow for shares.

The server returns OG metadata HTML for crawlers and serves the SPA for normal browser requests.

Good next feature idea: add a highlighter annotation tool for marking text or UI areas with translucent strokes.

2 часа назад @ github.com
Show HN: DeskTalk – talk to your desktop to build and modify local apps
Show HN: DeskTalk – talk to your desktop to build and modify local apps Show HN: DeskTalk – talk to your desktop to build and modify local apps

DeskTalk isn't AI bolted onto a traditional desktop.

LiveApps Ask the AI to build something and it generates a fully interactive application on the fly.

The assistant manipulates windows, invokes actions, edits content, and orchestrates your desktop.

AI edits become commits, enabling undo and redo across sessions.

15+ AI Providers Works with Anthropic, OpenAI, Google, AWS Bedrock, Mistral, xAI, OpenRouter, Ollama, and more.

2 часа назад @ desktalk.ai
Starter Story Starter Story
последний пост None
Indiehackers
последний пост 1 day назад
Looking for a Growth Engineer
Looking for a Growth Engineer Looking for a Growth Engineer

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1 day назад @ rss.app
I shipped a productivity SaaS in 30 days as a solo dev — here's what AI actually changed (and what it didn't)
I shipped a productivity SaaS in 30 days as a solo dev — here's what AI actually changed (and what it didn't) I shipped a productivity SaaS in 30 days as a solo dev — here's what AI actually changed (and what it didn't)

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1 day, 2 hours назад @ rss.app
Why I Quit My $10K Job to Build My Own Thing (And Joined Indie Hackers)
Why I Quit My $10K Job to Build My Own Thing (And Joined Indie Hackers) Why I Quit My $10K Job to Build My Own Thing (And Joined Indie Hackers)

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1 day, 3 hours назад @ rss.app
Cold outreach wasn’t failing. I was just aiming at the wrong people.
Cold outreach wasn’t failing. I was just aiming at the wrong people. Cold outreach wasn’t failing. I was just aiming at the wrong people.

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1 day, 9 hours назад @ rss.app
Looking to Partner Up - Founders to Enterprise Coaching Platform
Looking to Partner Up - Founders to Enterprise Coaching Platform Looking to Partner Up - Founders to Enterprise Coaching Platform

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1 day, 11 hours назад @ rss.app
IndieDeck Pro is $19/year for the next 24 hours 🥳
IndieDeck Pro is $19/year for the next 24 hours 🥳 IndieDeck Pro is $19/year for the next 24 hours 🥳

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1 day, 23 hours назад @ rss.app
Seeking a marketing partner to grow a live Automotive niche
Seeking a marketing partner to grow a live Automotive niche Seeking a marketing partner to grow a live Automotive niche

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2 days, 19 hours назад @ rss.app
85% of visitors leave our pricing page without buying. sharing our raw funnel data
85% of visitors leave our pricing page without buying. sharing our raw funnel data 85% of visitors leave our pricing page without buying. sharing our raw funnel data

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3 days назад @ rss.app
We Launched a Referral Program That Doesn’t Suck (Here’s What We Learned)
We Launched a Referral Program That Doesn’t Suck (Here’s What We Learned) We Launched a Referral Program That Doesn’t Suck (Here’s What We Learned)

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3 days, 4 hours назад @ rss.app
I stopped chasing 5 channels. Picked one. Got my first 15 users
I stopped chasing 5 channels. Picked one. Got my first 15 users I stopped chasing 5 channels. Picked one. Got my first 15 users

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3 days, 5 hours назад @ rss.app
Are indie makers actually bad customers?
Are indie makers actually bad customers? Are indie makers actually bad customers?

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3 days, 6 hours назад @ rss.app
I help founders get their first 100 users — here's what I've learned
I help founders get their first 100 users — here's what I've learned I help founders get their first 100 users — here's what I've learned

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3 days, 21 hours назад @ rss.app
6 weeks ago this was just a simple page - now it’s showing me something I didn’t expect
6 weeks ago this was just a simple page - now it’s showing me something I didn’t expect 6 weeks ago this was just a simple page - now it’s showing me something I didn’t expect

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4 days, 1 hour назад @ rss.app
Users say they want automation, but resist it when it happens. Why?
Users say they want automation, but resist it when it happens. Why? Users say they want automation, but resist it when it happens. Why?

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4 days, 2 hours назад @ rss.app
Building, failing, rebuilding, and then hitting $30k MRR in a year
Building, failing, rebuilding, and then hitting $30k MRR in a year Building, failing, rebuilding, and then hitting $30k MRR in a year

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4 days, 3 hours назад @ rss.app
Reddit: /r/SideProject Reddit: /r/SideProject
последний пост 1 час назад
I built a private timeline app because I was losing the chronology of my own life
I built a private timeline app because I was losing the chronology of my own life

I've been building a web app called Cronolog: cronolog.ca I started building it after my mom died when I wanted a better way to make sense of her life as a whole. But I also built it for more ordinary reasons: I noticed I was loosing the chronology of my own life. School, jobs, homes, trips, relationships, projects, life-phases all start to blur together and sometimes I have a hard time remembering what happened when. So I built a private timeline app for recording and visualizing life events over time. Events can be single moments or date ranges, but the feature I'm happiest with is the fuzzy date input - because you don't always remember the exact day - so you can enter dates like "April …

1 час назад @ reddit.com
HumansMap: Graph Visualization of 3M+ public figures using Wikidata
HumansMap: Graph Visualization of 3M+ public figures using Wikidata HumansMap: Graph Visualization of 3M+ public figures using Wikidata

submitted by /u/im4lwaysthinking [link] [comments]

1 час назад @ reddit.com
I'm an eye doctor and just made an Eye Chart for the Apple TV
I'm an eye doctor and just made an Eye Chart for the Apple TV

Just wanted to share my latest side project! Here is a video of it in action: https://www.youtube.com/watch?v=7dT9WP-HtW8 I am an ophthalmologist and just created an Eye Chart that runs on the Apple TV! You can actually use your iPhone or Apple Watch to control it. I have made a ton of eye care apps, but I think this could really help some people since most digital eye charts are an order of magnitude more expensive. Please let me know what you think! submitted by /u/MyCallBag [link] [comments]

1 час назад @ reddit.com
I built an alternative to ScreenStudio 2 months ago, got 800 USD in sales, lots of cool feedback, 2 lowball acquisition offers, and actually managed to make the product better in this time. Here is what helped, and what went wrong.
I built an alternative to ScreenStudio 2 months ago, got 800 USD in sales, lots of cool feedback, 2 lowball acquisition offers, and actually managed to make the product better in this time. Here is what helped, and what went wrong. I built an alternative to ScreenStudio 2 months ago, got 800 USD in sales, lots of cool feedback, 2 lowball acquisition offers, and actually managed to make the product better in this time. Here is what helped, and what went wrong.

About two months ago, I built a project as an alternative to ScreenStudio, which was accepted warmly, and I received lots of positive comments from this community. I decided to share my progress with you all, and share what I did, what helped in promotion of the project, what did not, etc. Initially, I launched it here and got my first sales from people from this sub. I think that was motivational enough to keep working on this thing, especially after people bought it and started reporting bugs; you have no other choice, lol. After the initial surge of first purchases, which came from Reddit, I started researching new ways to promote the product and at least get free customers. After some p…

1 час назад @ reddit.com
Spent my last gap between contracts on a CLI that actually deletes the modules you don't want, instead of just commenting them out
Spent my last gap between contracts on a CLI that actually deletes the modules you don't want, instead of just commenting them out Spent my last gap between contracts on a CLI that actually deletes the modules you don't want, instead of just commenting them out

So I'm one of those devs who can't really ship when the architecture feels off. Modular structure, no dead code lying around, a setup that's still going to make sense in 6 months. That's kind of the bar I try to hold for myself. Problem is, freelance reality doesn't always leave room for that on day one. Tight deadlines, tight budgets, you know how it goes. I wanted something that would let me start a project fast without giving up on the structure I actually care about. So between two contracts I sat down and built it. It's a CLI, you pick your modules, and whatever you don't pick is just... gone. Not commented out. Not hidden behind some feature flag. Actually removed, from the code, from…

1 час назад @ reddit.com
I turned a phone into an instant replay system for sports training
I turned a phone into an instant replay system for sports training I turned a phone into an instant replay system for sports training

My side project: an app (ios and android) that adds a time delay to your phone's camera so you can see yourself seconds after performing a movement. The idea is simple, athletes and coaches need instant visual feedback, but hiring a video analyst or constantly rewatching recordings is impractical for most people. DelayCam just plays back what the camera sees with a delay you choose. You can stream the delayed feed to any screen View directly on your phone People are using it for golf swings, dance rehearsals, weightlifting form checks, and even presentations. Free on iOS and Android. Visit www.delaycam.com for more info. submitted by /u/harriedeparrie [link] [comments]

1 час назад @ reddit.com
Need beta testers for my multivendor markeplace wordpress plugin
Need beta testers for my multivendor markeplace wordpress plugin

Hello, I think I fixed most of the critical blocking bugs from my plugin. It's pretty big so I can't be 100% sure. Hence I need at least 5 to 10 people for testing this plugin I tried publishing the free version on wp repository but that ain't happening anytime soon. I will need way more time to work on that which I don't have and can't prioritize bcuz the pro version is where everything is at and what people expect for any product which they pay for, to work as flawlessly as possible. For the people who are willing to test this live, expect there will be a learning curve to understand how this works as I haven't made a video tutorial yet for this. expect deep systems, lots of customization…

1 час назад @ reddit.com
Local AI Image Upscaler (Real-ESRGAN + GFPGAN) with Logic Fix
Local AI Image Upscaler (Real-ESRGAN + GFPGAN) with Logic Fix

I implemented a local pipeline for high-fidelity image restoration using Real-ESRGAN for backgrounds and GFPGAN for facial details. While many cloud-based tools exist, this runs entirely on your local hardware to ensure privacy. However, during testing, I discovered a critical drawback where the AI creates uncanny artifacts under specific lighting conditions. I’ve analyzed why this happens and how to mitigate it in the video below. I’ve also shared the core logic for those looking to implement their own local upscaling pipeline. Technical Analysis & Video: https://youtu.be/C9fSHciXN_s submitted by /u/GohardKCI [link] [comments]

2 часа назад @ reddit.com
Deskboard - Free app that transforms your folders into visual boards
Deskboard - Free app that transforms your folders into visual boards Deskboard - Free app that transforms your folders into visual boards

I wanted my folders to feel like a personal space I could actually customise. I also didn’t like switching to separate apps for notes when I’m already working inside folders. So I created Deskboard - a free app that turns your folders into an aesthetic visual board where you can arrange files freely like a canvas and open them directly from there. Everything is local and stays synced with actual files More Info + Download - https://deskboard.geeke.app Where it gets more interesting: Add widgets like music player (mp3/youtube/spotify), quotes, to-do lists, etc. Notes and annotations live right beside your files (no separate app needed) Style your board with wallpapers, decorations, and theme…

2 часа назад @ reddit.com
Built something to debug AI agents after getting frustrated with zero visibility — 200 downloads in a few days
Built something to debug AI agents after getting frustrated with zero visibility — 200 downloads in a few days

I’ve been experimenting with AI agents and kept hitting the same wall — once they’re running, you don’t really know what’s going on under the hood. Things like: • why decisions are being made • how tools are being used • how costs are accumulating So I built a small open-source SDK to make this more visible. Put it out recently and it’s had ~200 downloads in a few days, which was unexpected. Still figuring out: • whether this is a real long-term problem • who actually feels the pain most Would love to hear from anyone working with agents — does this resonate or am I overthinking it? submitted by /u/Reel_Kenobi [link] [comments]

2 часа назад @ reddit.com
I wanted to have a good-looking way to share a recipe with my friends so I built one (100% free)
I wanted to have a good-looking way to share a recipe with my friends so I built one (100% free) I wanted to have a good-looking way to share a recipe with my friends so I built one (100% free)

There are plenty of apps and tools that let you document your coffee recipes but I feel like non of them are really about sharing, so I really wanted to have one that lets you create something pretty. Let me know what you think about the demo on this video and you can try it here yourself: https://brewcard.app/coffee-recipe, the example recipe from the video is available here to see: https://brewcard.app/coffee-recipe/PF4X8gY submitted by /u/surin1 [link] [comments]

2 часа назад @ reddit.com
[Showcase] Antigravity Phone Connect v0.3.0: Security Hardening with Zero-Inline CSP, Startup Audits, and Cloudflare Tunnels!
[Showcase] Antigravity Phone Connect v0.3.0: Security Hardening with Zero-Inline CSP, Startup Audits, and Cloudflare Tunnels!

Hey everyone! 👋 I'm back with v0.3.0 of Antigravity Phone Connect, and this release is a major milestone for Core Security. 📱🛡️ If you haven't seen it, this is an open-source tool that mirrors your desktop AI coding assistant (like Antigravity) to your phone so you can monitor and control those long generations from anywhere. The "Security & Freedom" Update: 🛡️ Zero-Inline CSP: We successfully refactored 100% of our DOM-based interaction logic to remove onclick handlers. With a new strict Content Security Policy disallowing 'unsafe-inline', the mobile client is now substantially hardened against XSS. 🕵️‍♂️ Automated Startup Audit: server.js now conduct an "Identity Check" on launch. It prin…

2 часа назад @ reddit.com
I built an eBay listing assistant that listens while you speak looking for people to break it
I built an eBay listing assistant that listens while you speak looking for people to break it

It started as a tool to help a friend sell large quantities of similar items. Folders linked to profiles — pre-set item specifics, title codes, total control. Super fast, but a niche workflow for people who sell collections and high volume. Then a user suggested I add AI. I asked why he wasn't using it already. He said: AI makes mistakes on the finer details. Materials, special editions, sizes. And the prices are off. So I tried to combine the best of both. Image analysis and a short voice recording. You just describe the item out loud the way you would think about it. "Blue denim jacket, Levi's, size L, used but good condition, made in Germany, fifteen dollars." That's it. The assistant pu…

2 часа назад @ reddit.com
After 6 months of using it internally, we finally opened up our ad creative tool
After 6 months of using it internally, we finally opened up our ad creative tool

Me and my co-founder run paid social for a few D2C brands. He handles media buying, I handle the tech side. The thing that kept killing us was creative turnaround, so about 6 months ago I started building an internal tool for us The core workflow is ad cloning. It works similar to Claude Code's plan mode. You pick your product, the angle you want, and the ad you want to clone. Then an AI agent talks back and forth with you and suggests what to change to personalise the ad for your angle before actually generating anything We've been using it internally across our brands for 6 months. Recently a couple of huge Lithuanian ecom brands picked it up too, which was a nice validation moment Link: …

2 часа назад @ reddit.com
Is it worth building for CarPlay?
Is it worth building for CarPlay?

I saw the recent move from OpenAI bringing ChatGPT to CarPlay, and it made me think this could be a strong surface for a lot of products. But is it actually worth building for? I am building a radio-like audio platform, so on paper CarPlay feels like a very natural fit. Hands free listening, low friction interaction, context driven use, longer sessions. In theory it sounds exactly like the kind of environment where a product like this should work well, but I am trying to understand whether that is actually true in practice. A few questions I would love insight on from people who have built for CarPlay or worked on in car products: Is the learning curve steep from a product and implementatio…

3 часа назад @ reddit.com
Product Hunt Product Hunt
последний пост 10 часов назад
Marmot
Marmot

AI-native data catalog with search, lineage and MCP Discussion | Link

10 часов назад @ producthunt.com
Laminar
Laminar

Native planetary imaging capture for macOS and Apple Silicon Discussion | Link

13 часов назад @ producthunt.com
Netflix Playground
Netflix Playground

A world for kids to explore along their favorite characters Discussion | Link

14 часов назад @ producthunt.com
Google AI Edge Eloquent
Google AI Edge Eloquent

Google's offline-first AI dictation, powered by Gemma Discussion | Link

14 часов назад @ producthunt.com
Highlight Studio
Highlight Studio

Record, edit, and brand screen recordings Metal powered Discussion | Link

16 часов назад @ producthunt.com
Wordie
Wordie

Grow your vocabulary while you browse the web Discussion | Link

16 часов назад @ producthunt.com
FonetikAI
FonetikAI

Practice English by speaking with an AI that remembers Discussion | Link

17 часов назад @ producthunt.com
VirtualProg
VirtualProg

A faster, simpler alternative to bulky VM managers. Discussion | Link

19 часов назад @ producthunt.com
FlowPulse
FlowPulse

Know when your automations run, fail, or go quiet. Discussion | Link

19 часов назад @ producthunt.com
Silkwave Voice
Silkwave Voice

Record your microphone, system audio simultaneously Discussion | Link

20 часов назад @ producthunt.com
AI Designer MCP
AI Designer MCP

Give your agent tools to create beautiful, codebase-aware UI Discussion | Link

21 час назад @ producthunt.com
OpenBrowser-AI
OpenBrowser-AI

Connect AI agents to browser through raw CDP Discussion | Link

22 часа назад @ producthunt.com
ChatGPT Ads by Gauge
ChatGPT Ads by Gauge

The intelligence layer for ChatGPT Ads Discussion | Link

22 часа назад @ producthunt.com
AppSignals
AppSignals

App store connect data + subscription insights Discussion | Link

22 часа назад @ producthunt.com
Flight Viz
Flight Viz

Watch 10K+ live flights move on a 3D globe in your browser Discussion | Link

1 day назад @ producthunt.com
Путешествия
Vandrouki Vandrouki
последний пост 5 months, 1 week 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: […]

5 months, 1 week 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 […]

5 months, 1 week 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.

5 months, 1 week 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.

5 months, 1 week 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.

5 months, 1 week 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.

5 months, 1 week 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.

5 months, 1 week 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

5 months, 1 week 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.

5 months, 1 week 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.

5 months, 1 week 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, 1 week 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, 1 week 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, 2 weeks 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, 2 weeks 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, 2 weeks назад @ vandrouki.ru
Atlas Obscura: Stories Atlas Obscura: Stories
последний пост 2 часа назад
Three Pieces of the Berlin Wall in Madrid, Spain
Three Pieces of the Berlin Wall in Madrid, Spain Three Pieces of the Berlin Wall in Madrid, Spain

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2 часа назад @ atlasobscura.com
Tulip Trestle in Richland Township, Indiana
Tulip Trestle in Richland Township, Indiana Tulip Trestle in Richland Township, Indiana

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20 часов назад @ atlasobscura.com
Samy's Curry Restaurant in Singapore, Singapore
Samy's Curry Restaurant in Singapore, Singapore Samy's Curry Restaurant in Singapore, Singapore

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1 day назад @ atlasobscura.com
Janine Iron and Washing Museum in Mossel Bay, South Africa
Janine Iron and Washing Museum in Mossel Bay, South Africa Janine Iron and Washing Museum in Mossel Bay, South Africa

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1 day, 2 hours назад @ atlasobscura.com
The Breathing Hole of the Earth, Found in South Dakota
The Breathing Hole of the Earth, Found in South Dakota The Breathing Hole of the Earth, Found in South Dakota

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1 day, 4 hours назад @ atlasobscura.com
Hangry Planet in San Bruno, California
Hangry Planet in San Bruno, California Hangry Planet in San Bruno, California

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3 days, 20 hours назад @ atlasobscura.com
National Lighthouse Museum in Staten Island, New York
National Lighthouse Museum in Staten Island, New York National Lighthouse Museum in Staten Island, New York

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3 days, 22 hours назад @ atlasobscura.com
Mäusebunker in Berlin, Germany
Mäusebunker in Berlin, Germany Mäusebunker in Berlin, Germany

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4 days назад @ atlasobscura.com
The Devil on Linnégatan in Gothenburg, Sweden
The Devil on Linnégatan in Gothenburg, Sweden The Devil on Linnégatan in Gothenburg, Sweden

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4 days, 2 hours назад @ atlasobscura.com
Sham Shui Po Public Dispensary in Hong Kong
Sham Shui Po Public Dispensary in Hong Kong Sham Shui Po Public Dispensary in Hong Kong

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4 days, 20 hours назад @ atlasobscura.com
The Guiana Space Centre in Kourou, French Guiana
The Guiana Space Centre in Kourou, French Guiana The Guiana Space Centre in Kourou, French Guiana

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4 days, 22 hours назад @ atlasobscura.com
WPTF AM Radio Building in Cary, North Carolina
WPTF AM Radio Building in Cary, North Carolina WPTF AM Radio Building in Cary, North Carolina

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4 days, 22 hours назад @ atlasobscura.com
Sambhar Lake in Sambhar, India
Sambhar Lake in Sambhar, India Sambhar Lake in Sambhar, India

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Norristown State Hospital in Norristown, Pennsylvania
Norristown State Hospital in Norristown, Pennsylvania Norristown State Hospital in Norristown, Pennsylvania

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5 days, 2 hours назад @ atlasobscura.com
A Flight Attendant’s Philosophy
A Flight Attendant’s Philosophy A Flight Attendant’s Philosophy

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5 days, 10 hours назад @ atlasobscura.com
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последний пост 1 час назад
With 74% of businesses planning agentic AI deployment, Trent AI secures €11 million in Seed funding
With 74% of businesses planning agentic AI deployment, Trent AI secures €11 million in Seed funding With 74% of businesses planning agentic AI deployment, Trent AI secures €11 million in Seed funding

London-based Trent AI, an agentic security company, today announced its €11 million ($13 million) Seed round as it emerges from stealth with a layered security solution built for the agentic era.

The UK stands out in particular, as three of the closest comparable rounds are also London-based, placing Trent AI in a notably active domestic cluster.

“We believe Trent AI is well placed to define this category.”Founded in 2025, Trent AI aims to redefine agentic AI with context-driven agentic security.

By orchestrating these agents across customer workflows, Trent AI transforms agentic security into a continuous part of agent development.

“Agentic systems are quickly becoming part of the software…

1 час назад @ eu-startups.com
PLD Space adds €30 million EIB loan as it advances toward MIURA 5 test flight
PLD Space adds €30 million EIB loan as it advances toward MIURA 5 test flight PLD Space adds €30 million EIB loan as it advances toward MIURA 5 test flight

PLD Space will also be present in the upcoming EU-Startups Summit, where they will join a panel of experts to discuss “Insights from European Space Innovators“.

“Securing this unique €30 million financing from the European Investment Bank marks a decisive milestone for PLD Space and for Europe’s space industry.

“With its innovative rocket technology and infrastructure, PLD Space is taking important steps in this direction.

The PLD Space financing agreement makes a strong contribution to the eight core priorities set out in the EIB Group 2024-2027 Strategic Roadmap.

“With this new financing, PLD Space has now secured €210 million so far in 2026, following the €180 million Series C closed in …

2 часа назад @ eu-startups.com
David Trayford, communication expert and creator of talkware, will join the EU-Startups Summit 2026!
David Trayford, communication expert and creator of talkware, will join the EU-Startups Summit 2026! David Trayford, communication expert and creator of talkware, will join the EU-Startups Summit 2026!

We are excited to announce that David Trayford, educator, advisor, and creator of talkware, returns to the EU-Startups Summit 2026 on May 7-8 in sunny Malta!

He is the creator of “talkware”, a practical system used globally to support clearer communication and stronger business storytelling.

At the Summit, David will deliver a Growth Stage keynote titled “Innovation begins with Communication: The 7 ingredients you need to perfect your startup communication”.

Join us at the EU-Startups Summit 2026 for two days of learning, networking, and inspiration.

The IONOS Cloud Start-up Program provides young companies with up to €100,000 in cloud credits for up to five years after their founding.

3 часа назад @ eu-startups.com
neuroClues raises €10 million Series A to become the brain’s stethoscope for early diagnosis of neurological disorders
neuroClues raises €10 million Series A to become the brain’s stethoscope for early diagnosis of neurological disorders neuroClues raises €10 million Series A to become the brain’s stethoscope for early diagnosis of neurological disorders

neuroClues warns that the number of people affected by Parkinson’s disease worldwide is expected to double to 13 million by 2040.

neuroClues has developed a portable, CE-marked class IIa medical device that quickly extracts neurological biomarkers from eye movements.

neuroClues assists clinicians in objectively evaluating neurological anomalies, replacing the subjective “follow my finger” test with quantified, reproducible data.

The company also reports growing inbound demand from clinicians who have seen the device at congresses or referenced by peers.

The company also states it was chosen by Bpifrance’s National Prevention Accelerator, supporting the commercialisation with dedicated assis…

5 часов назад @ eu-startups.com
British GovTech scale-up Fivium secures BGF investment to scale public sector software offering
British GovTech scale-up Fivium secures BGF investment to scale public sector software offering British GovTech scale-up Fivium secures BGF investment to scale public sector software offering

London-based GovTech scale-up Fivium, a public sector software provider, has raised a “multi-million pound” minority investment from growth capital investor BGF to back its next phase of expansion.

Matt Fletcher, CEO and co-founder of Fivium, says: “This investment marks the next exciting chapter for Fivium.

Our software platform and digital solutions enable public bodies to deliver effective, transparent and well – governed services, and BGF’s backing allows us to accelerate that mission.

Its flagship software platform, eCase, is a flexible case management solution used across a wide range of applications, covering Data Protection, Freedom of Information and citizen engagement.

Their produ…

6 часов назад @ eu-startups.com
Lisbon’s Bondstone launches VC arm and unveils €50 million DeepTech fund
Lisbon’s Bondstone launches VC arm and unveils €50 million DeepTech fund Lisbon’s Bondstone launches VC arm and unveils €50 million DeepTech fund

Bondstone Ventures operates as a fund management company authorised and supervised by the Portuguese Securities Market Commission (CMVM), providing a fully regulated platform for venture capital investment.

“Bondstone Ventures represents a natural extension of our investment philosophy and values.

Its venture capital business supports Europe’s most promising DeepTech companies at the Seed and early-stage.

Both management firms operate as regulated investment management firms under CMVM oversight.

Alongside its investment efforts, Bondstone Ventures is also forging strong links with the scientific and academic communities, the firm revealed.

7 часов назад @ eu-startups.com
Sofia’s nFuse bags €1.7 million to bring AI-powered ordering to fragmented trade, not another app
Sofia’s nFuse bags €1.7 million to bring AI-powered ordering to fragmented trade, not another app Sofia’s nFuse bags €1.7 million to bring AI-powered ordering to fragmented trade, not another app

nFuse, a Sofia-based Intelligent B2B company acting as the ordering and communication layer between brands and their distribution networks, has raised a €1.7 million ($2 million) in investment.

According to the company, the adoption rates for B2B ordering apps in fragmented trade are approximately 15%.

The company states that fragmented trade, comprising independent retailers, small shops, and kiosks, dominates commerce in emerging markets and accounts for over €4.3 trillion ($5 trillion) globally.

Outlets themselves are choosing nFuse as their primary ordering channel over portals, call centres, or waiting for a rep,” nFuse mentioned in the press release.

The company works with leading FMC…

9 часов назад @ eu-startups.com
Spain’s Xoople closes €112.6 million Series B to build AI-ready Earth data infrastructure
Spain’s Xoople closes €112.6 million Series B to build AI-ready Earth data infrastructure Spain’s Xoople closes €112.6 million Series B to build AI-ready Earth data infrastructure

Xoople, a Madrid-based Earth data infrastructure company building a global record system for physical change on Earth, has closed a €112.6 million ($130 million) Series B funding round, increasing its total funding to €195 million ($225 million).

“Every major computing era creates a new system of record; those that define that system become the economic centres of that era.

We are building the system of record for the physical world in the AI era with Xoople.

It’s on a mission to give organisations access to real-time physical-world intelligence powering the next generation of AI systems.

The startup claims to be transforming Earth into a continuously measured, AI‑ready data layer that conn…

11 часов назад @ eu-startups.com
Ireland’s Octostar closes Seed extension round at €6.1 million for its sovereign AI-native intelligence platform
Ireland’s Octostar closes Seed extension round at €6.1 million for its sovereign AI-native intelligence platform Ireland’s Octostar closes Seed extension round at €6.1 million for its sovereign AI-native intelligence platform

Octostar, an Irish-headquartered startup providing AI software for national security, law enforcement, and financial institutions, has announced the extension of its Seed round, bringing total funding to €6.1 million.

Octostar provides link analysis, communications intelligence, document intelligence, and GenAI-powered agents within a fully sovereign, extensible architecture.

It also enables intelligence agencies to extract critical intelligence from intercepted signals, uncover hidden connections, and stay ahead in the ever-evolving landscape of national security.

The need for sovereign AI-native intelligence platforms is accelerating fast and Octostar is one of the very few teams deliveri…

1 day, 3 hours назад @ eu-startups.com
Berlin-based Nuventura acquired by Lucy Group to scale SF₆-free switchgear globally
Berlin-based Nuventura acquired by Lucy Group to scale SF₆-free switchgear globally Berlin-based Nuventura acquired by Lucy Group to scale SF₆-free switchgear globally

Nuventura, a Berlin-based startup specialising in SF₆-free medium-voltage switchgear, has joined Lucy Electric following the parent company Lucy Group’s acquisition of all its shares.

The company introduced the world’s first 36 kV dry-air Gas Insulated Switchgear (GIS), followed by a 24 kV option.

It operates through three divisions: Lucy Electric, Lucy Controls, and Lucy Real Estate.

The Group’s electric business units (Lucy Electric and Lucy Controls) provide switchgear, EV charging equipment, street lighting, smart city infrastructure, and electrical safety solutions to support resilient and sustainable networks.

By joining Lucy Electric, Nuventura seeks to access a strong global footpri…

1 day, 6 hours назад @ eu-startups.com
Finnish counter-drone startup Sensofusion acquires Atol Aviation, launches Sensofusion Aviation
Finnish counter-drone startup Sensofusion acquires Atol Aviation, launches Sensofusion Aviation Finnish counter-drone startup Sensofusion acquires Atol Aviation, launches Sensofusion Aviation

Sensofusion, a Helsinki-based DefenceTech company specialising in anti-drone systems, has acquired Finnish aircraft manufacturer Atol Aviation and launched Sensofusion Aviation.

The company’s flagship product is called Airfence, which is a passive drone detection system that provides real-time locations of drones and their pilots.

Founded in 2021, Atol Aviation (Scandinavian Seaplanes Oy) is an aircraft manufacturer with historic ties to Finnish aviation.

“This is a great step forward for Atol Aviation.

Both companies design and manufacture demanding products in Finland using Finnish engineering expertise,” said Anssi Rekula, founder and CEO of Atol Aviation.

1 day, 9 hours назад @ eu-startups.com
Belgium’s Magnax secures €35.5 million with Foxconn backing to industrialise axial flux motor technology
Belgium’s Magnax secures €35.5 million with Foxconn backing to industrialise axial flux motor technology Belgium’s Magnax secures €35.5 million with Foxconn backing to industrialise axial flux motor technology

“The capital will primarily be used to industrialise Magnax’s axial flux motor portfolio and support high-volume production.

The company states that axial flux technology offers numerous advantages over traditional radial flux electric PM motors.

It highlights that its yokeless axial flux motor technology uses a pancake-shaped, space-efficient design topology.

“The capital will primarily be used to industrialise Magnax’s axial flux motor portfolio and support high-volume production.

With Foxconn’s manufacturing scale and industrial ecosystem, Magnax gains the operational foundation required to deploy axial flux motor technology across global markets.

1 day, 11 hours назад @ eu-startups.com
PENEMUE raises over €1.7 million to combat online hate, digital violence, and disinformation with AI
PENEMUE raises over €1.7 million to combat online hate, digital violence, and disinformation with AI PENEMUE raises over €1.7 million to combat online hate, digital violence, and disinformation with AI

PENEMUE, a Freiburg-based startup developing AI solutions to detect and combat online hate speech, digital violence, and disinformation, has secured over €1.7 million in funding.

The round includes TION Health, Beyond Tomorrow, 4seedimpact, zigzag, Berlin Angel Fund, CGS Consulting and Beteiligungs GmbH, RLM Beteiligungs GmbH, ILG Group, as well as notable business angels, including prominent investors from encourageventures e.V., Black Forest Business Angels, and Business Angels Mitteldeutschland (BAM!)

Founded in 2023 by Jonas Navid Mehrabanian Al-Nemri, Marlon Lückert, and Egetemeye, PENEMUE is on a mission to make digital communication safer by protecting individuals and organisations f…

4 days, 6 hours назад @ eu-startups.com
Italy’s Wearable Robotics closes €5 million Series A to scale neuromotor rehabilitation robotics and exoskeletons
Italy’s Wearable Robotics closes €5 million Series A to scale neuromotor rehabilitation robotics and exoskeletons Italy’s Wearable Robotics closes €5 million Series A to scale neuromotor rehabilitation robotics and exoskeletons

Wearable Robotics, a Pisa-based startup specialising in wearable robotics for neuromotor rehabilitation, has closed a €5 million Series A round to accelerate global expansion and bring its technologies to key markets.

Our goal is to bring increasingly advanced and modular wearable robotics solutions, capable of generating a concrete impact along the entire rehabilitation continuum,” said Lucia Lencioni, CEO of Wearable Robotics.

Founded in 2014, Wearable Robotics was founded as a spin-off of the Scuola Superiore Sant’Anna, an internationally recognised centre of expertise in the field of wearable robotics.

Wearable Robotics’ industrial division is called NEXUM Industry, which develops exosk…

4 days, 9 hours назад @ eu-startups.com
Dutch startup Brilliance raises €6 million to tackle AR hardware’s key bottleneck with RGB laser chip technology
Dutch startup Brilliance raises €6 million to tackle AR hardware’s key bottleneck with RGB laser chip technology Dutch startup Brilliance raises €6 million to tackle AR hardware’s key bottleneck with RGB laser chip technology

Brilliance, an Enschede-based startup, has raised €6 million to accelerate the development of its integrated RGB laser chip technology, enabling next-generation Augmented Reality (AR) displays.

The round was led by Cottonwood Technology Fund, with participation from existing investors like PhotonVentures, Oost NL, PhotiX, and other co-investors.

Our goal is to bring scalable RGB laser chips to applications where size, efficiency and integration are critical for everyday use,” said Tim Tiek, CEO of Brilliance.

Founded in 2023 by Tiek and Douwe Geuzebroek (CTO), Brilliance manufactures and develops laser chips for AR by using photonic technologies.

Its miniature photonic laser chips enable co…

4 days, 10 hours назад @ eu-startups.com
Tech.eu Tech.eu
последний пост 1 час назад
OpenAI and Spotify leaders back London-based AI agent security startup in $13M seed round
OpenAI and Spotify leaders back London-based AI agent security startup in $13M seed round OpenAI and Spotify leaders back London-based AI agent security startup in $13M seed round

A London-based startup which helps mitigate risks and vulnerabilities of businesses deploying so-called AI agents or AI tools that can complete specific tasks has emerged from stealth with a $13m seed round.

The funding round in Trent AI was led by LocalGlobe and Cambridge Innovation Capital, with participation from leaders at OpenAI, Spotify, Databricks, and Amazon Web Services.

AI agents and autonomous workflows introduce new security risks that traditional security tools were not designed to address, it says.

Trent AI says its product secures AI agents with specialised AI security agents that continuously scan environments, judge risk, mitigate vulnerabilities, and evaluate overall secur…

1 час назад @ tech.eu
WholeSum tops up Pre-Seed with $335K to fix AI’s trust problem in text analytics
WholeSum tops up Pre-Seed with $335K to fix AI’s trust problem in text analytics WholeSum tops up Pre-Seed with $335K to fix AI’s trust problem in text analytics

The round comes amid growing demand from enterprises in high-trust sectors, where organisations are increasingly finding that existing AI tools fail to deliver reliable, auditable insight from large volumes of text data.

While most organisational data is unstructured, teams continue to struggle to analyse it at scale.

Founded by Emily Kucharski and Dr Adam Kucharski, WholeSum was born out of the founders’ frustration with existing AI tools while analysing large-scale qualitative datasets in a previous venture.

Early work with universities, financial institutions and pharmaceutical companies has demonstrated that the most valuable early signals are often buried in unstructured text data rath…

6 часов назад @ tech.eu
“All of us live in the dark, we don’t have anything better to do than build,” says Baltic hacker house organiser
“All of us live in the dark, we don’t have anything better to do than build,” says Baltic hacker house organiser “All of us live in the dark, we don’t have anything better to do than build,” says Baltic hacker house organiser

But across Scandinavia and the Baltics, the hacker house mentality, the esprit de corps, is particularly acute, given the relative smallness of the markets.

They are now enjoying a resurgence, with a more explicit hacker house/ builder lab format.

ShipyardMeanwhile, across the Baltics, in Latvia, another newish hacker house space is the AI-centred Shipyard.

It is a venture studio that builds startups from the ground up, with a hacker house mentality.

Sophus Blom-Hanssen, who runs the operation, said there is nothing like Bifrost House in Europe, given the scale of its ambitions.

6 часов назад @ tech.eu
Xoople raises $130M Series B to build Earth’s system of record
Xoople raises $130M Series B to build Earth’s system of record Xoople raises $130M Series B to build Earth’s system of record

Xoople, the data infrastructure company building a global system of record for physical change on Earth, has closed a $130 million Series B round.

The company refers to this infrastructure as the “Earth’s System of Record,” designed to connect digital systems with real-time physical-world intelligence.

Every major computing era creates a new system of record; those that define that system become the economic centers of that era.

We are building the system of record for the physical world in the AI era with Xoople.

Xoople’s mission is to provide organisations with access to real-time physical-world intelligence, supporting the next generation of AI systems.

8 часов назад @ tech.eu
nFuse raises $2M as messaging overtakes B2B ordering apps
nFuse raises $2M as messaging overtakes B2B ordering apps nFuse raises $2M as messaging overtakes B2B ordering apps

Adoption rates for B2B ordering apps in fragmented trade hover around 15 per cent.

They didn't learn about fragmented trade from market research - they lived it, visiting thousands of small retailers and watching firsthand as digital initiatives repeatedly failed to gain traction.

"We were the people being asked to make these B2B platforms work," Radov explains.

nFuse hits 70 per cent where B2B platforms stallThe numbers back the approach: while traditional B2B platforms struggle to reach 10–15 per cent adoption, nFuse reports 70 per cent+ adoption among enterprise clients.

Traditional B2B ordering - whether through sales reps, call centres, or underused portals - carries a high cost per tr…

9 часов назад @ tech.eu
European tech weekly recap: More than 60 tech funding deals worth over €1.2B
European tech weekly recap: More than 60 tech funding deals worth over €1.2B European tech weekly recap: More than 60 tech funding deals worth over €1.2B

Last week, we tracked more than 60 tech funding deals worth over €1.2 billion, and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

📊 The top three industries that raised the most were artificial intelligence (€733.5 million), fintech (€232.6 million), and food (€73.7 million).

Regionally, 🇫🇷 France took first place (€808.2 million), followed by 🇬🇧 the UK (€227.7 million) and 🇩🇪 Germany (€79.3 million).

❗ Now, let's get you up to speed on everything that happened last week, including your handy.csv file, allowing for an even more in-depth analysis.

1 day, 8 hours назад @ tech.eu
Mistral raises $830M, 9fin hits unicorn status, and new Tech.eu Summit speakers unveiled
Mistral raises $830M, 9fin hits unicorn status, and new Tech.eu Summit speakers unveiled Mistral raises $830M, 9fin hits unicorn status, and new Tech.eu Summit speakers unveiled

This week, we tracked more than 60 tech funding deals worth over €1.2 billion and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

Alongside the week’s top funding rounds, we’ve highlighted key industry developments, as well as notable trends in European venture activity, investor moves and emerging sectors shaping the current funding landscape.

This week we shared the announcement of 🎤 new speakers for the 🇬🇧 Tech.eu Summit London 2026, taking place on 21–22 April at the Queen Elizabeth II Centre in London, featuring senior leaders, founders, and investors from leading organisations shaping technology across Europe and beyond.

If email is more your thing, yo…

4 days, 2 hours назад @ tech.eu
Wearable Robotics closes €5M Series A to scale development
Wearable Robotics closes €5M Series A to scale development Wearable Robotics closes €5M Series A to scale development

Wearable Robotics, an Italy-based company developing wearable robotics for neuromotor rehabilitation, has raised €5 million in a Series A funding round to support international expansion and product development.

The company develops rehabilitation solutions that combine wearable robotics with augmented and virtual reality technologies, aiming to improve neuromotor recovery and support activities of daily living.

Building on this foundation, Wearable Robotics is focused on expanding its product portfolio with modular and integrable robotic solutions that extend applications across additional rehabilitation areas.

This includes the development of new partnerships and entry into key regions, p…

4 days, 7 hours назад @ tech.eu
Omniscient raises $4.1M to strengthen data-driven executive decision-making
Omniscient raises $4.1M to strengthen data-driven executive decision-making Omniscient raises $4.1M to strengthen data-driven executive decision-making

Paris-based Omniscient, a decision intelligence platform for boards and senior executives, has raised $4.1 million in pre-seed funding.

As corporate reputation continues to represent a significant share of enterprise value, organisations face growing challenges from fragmented data sources, reactive workflows, and the limitations of manual monitoring.

Founded by Arnaud d’Estienne and Mehdi Benseghir, both former McKinsey consultants, Omniscient aims to address these challenges by providing a unified intelligence layer for senior leadership.

It gives executive teams the intelligence they need, and frees the operational teams around them to focus on what actually moves the needle, rather than…

5 days, 2 hours назад @ tech.eu
Generare secures €20M to scale molecular discovery platform
Generare secures €20M to scale molecular discovery platform Generare secures €20M to scale molecular discovery platform

Generare, a Paris-based biotechnology company focused on generating molecular data for drug development, has raised €20 million in a Series A funding round.

Drug discovery has historically been constrained to a relatively narrow chemical space, largely due to limited data availability beyond it.

By decoding previously unexplored biological data, it aims to expand the chemical space available for drug discovery and address long-standing limitations in access to high-quality molecular data.

According to co-founder and CEO Vandenesch, the lack of novel, high-quality molecular data remains a key constraint in drug discovery, limiting the effectiveness of existing approaches and models.

The fund…

5 days, 2 hours назад @ tech.eu
Covalo lands €3.5M funding extension to advance personal care data platform
Covalo lands €3.5M funding extension to advance personal care data platform Covalo lands €3.5M funding extension to advance personal care data platform

Covalo, a Switzerland-based platform for ingredient discovery and data management in the personal care industry, has raised €3.5 million in a funding extension.

Covalo provides a platform that connects suppliers and brands through structured, standardised data flows, replacing manual processes such as emails, spreadsheets, and PDFs.

By integrating directly with suppliers’ product information management systems and brands’ internal workflows, it enables real-time updates and more efficient data exchange across the product lifecycle.

The platform is used by a broad network of suppliers and brands across the personal care ecosystem and works with industry organisations to support data integrat…

5 days, 2 hours назад @ tech.eu
New Belgian AI platform Backbone aims to cut costly quality failures in food production
New Belgian AI platform Backbone aims to cut costly quality failures in food production New Belgian AI platform Backbone aims to cut costly quality failures in food production

Former managers at Belgian legaltech scale-up Henchman are launching Backbone, an AI platform for real-time quality and compliance management in the food industry, with Seed funding from 100IN.

Backbone consolidates fragmented data, from supplier documents to lab results, giving quality managers the tools to detect risks before they reach production.

A recipe change at a food manufacturer triggers an immediate cascade of quality checks.

Without real-time visibility, mismatches can go undetected until a product is already in production or worse, on the shelf.

Backbone's founders estimate that poor quality costs the food sector up to 15 per cent of revenue, excluding reputational damages.

5 days, 5 hours назад @ tech.eu
UK government-backed fund aimed at backing female founders reaches £130m first close
UK government-backed fund aimed at backing female founders reaches £130m first close UK government-backed fund aimed at backing female founders reaches £130m first close

The flagship fund of a UK government-backed initiative addressing the shortage of equity capital for women in the UK who are building businesses has reached a £130m first close of the fund, it said today.

The “Women Backing Women” fund is aiming to raise £250m in total to invest in female fund managers to back female-led businesses.

The initiative is a key part of the UK government-backed Women Taskforce, aimed at addressing the long-standing challenge of women struggling to secure investment capital.

Today, Bootstrap4F, which is managing the fund of funds, said it had reached the £130m first close of its £250m raise, with investment from Barclays, the British Business Bank, M&G and Nationw…

5 days, 6 hours назад @ tech.eu
Cafeyn acquires Readly’s non-Nordic operations to scale European press platform
Cafeyn acquires Readly’s non-Nordic operations to scale European press platform Cafeyn acquires Readly’s non-Nordic operations to scale European press platform

Press aggregation platform Cafeyn Group is acquiring Readly’s non-Nordic operations, marking a significant step forward in its European expansion.

Cafeyn offers unlimited access to over 2,000 national and international titles across multiple formats and devices, while Readly provides a single subscription that gives users access to over 8,000 magazines and newspapers.

Following the transaction, Cafeyn will serve more than 2.5 million users and generate combined revenues of nearly €100 million, significantly strengthening its scale and position across Europe.

Readly’s Nordic operations remain owned and operated by Bonnier News, while activities outside the Nordic countries (notably in German…

5 days, 7 hours назад @ tech.eu
Paparuda Studio lands €210K to launch Moldova’s next generation of game development talent
Paparuda Studio lands €210K to launch Moldova’s next generation of game development talent Paparuda Studio lands €210K to launch Moldova’s next generation of game development talent

Today, Moldovan game development studio Paparuda Studio secured an investment of over €210,000 (4 million MDL) to develop its first internationally targeted video game, marking a new step in the country’s transition toward high-value digital industries.

Paparuda Studio is also exploring partnerships with internationally recognised publishers such as Devolver Digital and Team17, aiming to secure additional financing and global distribution opportunities.

“For us, game development is not only about creating games, but also about building a community and contributing to the development of a strong local industry.

We aim to create products that can compete globally,” said Victor Marchitan, co-f…

5 days, 8 hours назад @ tech.eu
TechCrunch: Europe TechCrunch: Europe
последний пост 1 day, 9 hours назад
The Xiaomi 17 Ultra has some impressive add-ons that make snapping photos really fun
The Xiaomi 17 Ultra has some impressive add-ons that make snapping photos really fun

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

1 day, 9 hours назад @ techcrunch.com
Europe’s cyber agency blames hacking gangs for massive data breach and leak
Europe’s cyber agency blames hacking gangs for massive data breach and leak

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

4 days назад @ techcrunch.com
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.

2 weeks 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, 2 weeks 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.

2 months 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, 2 weeks 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, 1 week 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, 3 weeks 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, 2 weeks 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, 2 weeks 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, 3 weeks 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, 3 weeks 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.

8 months 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, […]

9 months 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, 4 weeks назад @ techcrunch.com