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Designers, developers, founders, everyone gets the same bar with the same limitations.

Each one has different needs,but the menu bar stays the same.

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"And," he adds, "the whole internal planning of the [new] house is then based around that geometry."

Elena Williams, the senior house and collections manager at The National Trust, a UK charity which preserves historic sites, notices too.

Windows, walls and fireplacesIt's not just the orientation that helps keep the house warm.

Unlike south-facing windows, north-facing windows bring little thermal benefit, even in summer, Lawrence says.

It's not until we take a door through this spine that I realise that the girth of it is staggering – 1.37m (4.5ft) thick.

A while back, Ars Technica published a thoughtful piece about Jef Raskin, tracing his long pursuit of the “humane computer” and the cul-de-sacs where that pursuit ended.

Humane computing wasn’t only about empowerment… often it was about shielding users from mistakes, overload, and confusion.

Each one of these attempts embodied humane design: a blank screen for writing, consistent commands, no modes to trip over.

Its humane design was also constraining design.

Canon didn’t provide documentation that would have made that power accessible, and Raskin’s design philosophy treated it as outside the normal use case.

The Resonant Computing ManifestoThere's a feeling you getin the presence ofbeautiful buildings and bustling courtyards.

We can build resonant environments that bring out the best in every human who inhabits them.

We, the signatories of this manifesto, are committed to building, funding, and championing products and companies that embed these principles at their core.

These are specific assertions about the implementation details and tradeoffs required to make resonant computing a reality.

Koushi Sherrill Courtney Hohne Glenn Redowan Delowar Thomas J. Tobin Devin Gaffney John Bergmayer David W. Jeremy Miller Darren Munk Julian Hicks Fred.

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Paris Marx is a Canadian tech critic and host of the award-winning Tech Won’t Save Us podcast.

The move was outrageous for many reasons, and not even the first time the United States had sanctioned an ICC chief prosecutor.

We have already seen how effectively the United States can apply pressure to Canada in the tech domain and beyond.

Protecting the global market share and curtailing attempts to rein in U.S. tech companies is bipartisan policy in the United States.

Ensuring other countries depend on U.S. tech companies not only increases U.S. power, but also provides it with ample economic benefits.

Why We've Tried to Replace Developers Every Decade Since 1969The Pattern That Frustrates Everyone07.12.2025, By Stephan Schwab Every decade brings new promises: this time, we'll finally make software development simple enough that we won't need so many developers.

The Apollo program demonstrated that software development was essential to achieving the impossible.

COBOL: Business People Will Write Their Own ProgramsThe late 1960s and 1970s saw COBOL emerge with an explicit goal stated in its name: Common Business-Oriented Language.

Yet professional software developers remained essential, and demand for their skills continued growing rather than shrinking.

Software development looks like it s…

Italy has launched two investigations into Microsoft’s Activision Blizzard, alleging the company has engaged in “misleading and aggressive” sales practices for its popular smartphone games Diablo Immortal and Call of Duty Mobile.

The AGCM said the games are advertised as free-to-play but offer in-game purchases.

That isn’t particularly surprising, however, as, unlike full-priced games, free-to-play games have long relied on loot boxes and sales of in-game cosmetics for monetization.

Diablo Immortal, for example, offers in-game cosmetics, as well as currency that allows players to accelerate their progression and gain items for crafting, for as much as $200.

Both Diablo Immortal and Call of …

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"Especially about the semantics of it – health versus sympathy versus whereabouts.

Hello in the digital ageIf greetings act as social magnets, then technology has quietly altered their pull.

Over the past few decades, the rise of email, texting and social media has reshaped not just how often we say "hello", but what we might replace it with – and whether we say it at all.

"When someone asks you how your day is or whether you're going to be on time for the meal, you don't always have to say 'hello' first, because it's unlikely the last message concluded with 'bye'."

Ilbury has identified many non-standard and creative spellings of "hello" in his studies of digital language, from "hellooooo"…

If you want to know more about an outfit drag it to the corner.

If the pile gets too messy restart the drop, or just chuck things around.

Your browser does not support the video tag.

Fitdrop is a personal exploration of fashion from 1980 to 2025.

But my ability to make things has always been limited by my inability to code.

Architecture for Disposable SystemsPosted on January 15, 2026 • 3 minutes • 595 wordsAs software gets cheaper to produce (thanks to coding agents) and quality expectations shift, we’re witnessing the rise of disposable software: code that you generate, use, and discard rather than maintain indefinitely.

We optimized for the long term because the long term was inevitable.

The incentive to “clean up technical debt” or “refactor for the long term” vanishes.

Architecture for Disposable SystemsIf we’re moving toward disposable software, how do we architect systems that can survive this shift?

The systems that survive will be those built with durable cores, immutable contracts, and disposable per…

ASCII characters are not pixels: a deep dive into ASCII rendering January 17, 2026Recently, I’ve been spending my time building an image-to-ASCII renderer.

max ( value , externalSamplingVector [ i ] ) ; value = value / maxValue ; value = Math .

To do that, I’ll introduce a few more external sampling circles, arranged like so:These are a total of external sampling circles.

Each of the external sampling circles will affect one or more of the internal sampling circles.

For each of those cells, we compute a -dimensional sampling vector and a -dimensional external sampling vector.

ZOE PREDICT cohorts definitionThe ZOE PREDICT programme comprises several distinct studies that together constitute one of the largest multi-omic health initiatives, linking diet, person-specific metabolic responses to foods, and the gut microbiome.

In this work, we considered and harmonized five ZOE PREDICT cohorts: PREDICT 1, PREDICT 2, PREDICT 3 US21, PREDICT 3 US22A, and PREDICT 3 UK22A.

Dietary data processingIn the PREDICT cohorts, we assessed long-term food intakes using FFQs, which were largely consistent across cohorts.

Specifically, for PREDICT 1 participants (UK), we used a modified 131-item European Prospective Investigation into Cancer and Nutrition (EPIC) FFQ52.

Thus, five met…

They can also deliver the full 16-bit precision (or more!)

AOMedia's Storage and Transport Format Working Group has released AVIF v1.2.0, a new revision of the AV1 Image File Format specification.

The latest specification refines the format and introduces functional enhancements, most notably, support for sample transforms.

The encoded AVIF is also backward compatible for 12 bits out of 16 with legacy AVIF decoders.

Review the AVIF v1.2.0 specification and try out sample transforms using the latest libavif implementation on GitHub.

But if it did, it would create Microsoft's January Patch Tuesday update, which has made it so that some PCs flat-out refuse to shut down or hibernate, no matter how many times you try.

In a notice on its Windows release health dashboard, Microsoft confirmed that some PCs running Windows 11 23H2 might fail to power down properly after installing the latest security updates.

On systems with Secure Launch enabled, attempts to shut down, restart, or hibernate after applying the January patches may fail to complete.

There's also no fix yet, with Redmond vaguely promising to "release a resolution for this issue in a future update."

For now, admins and long-suffering Windows users are left watchin…

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Modifactions to sound and graphics to help a hearing or visually impaired player compensate for his or her disability are not considered cheats.

This page has been written to provide a means by which we honest players can keep our netparties, modem games, - and most importantly our tournaments -, free from the effects of those who would choose to cheat in Doom2.

There is a dilemma with writing an explanation of cheating, and that is that the few people who would like to cheat may attempt to use such explanation as a means to learn or invent cheating mechanisms for their own use.

This information will also empower us to recognize those among us, past and present, who are true "Doom Gods".

DO…

A new analysis from global energy think tank Ember shows that solar power accounted for 61% of the growth in US electricity demand last year, highlighting how central solar has become as power demand accelerates.

US electricity demand jumped by 135 terawatt-hours (TWh) in 2025, a 3.1% increase, the fourth‑largest annual rise of the past decade.

That single jump in solar output covered 61% of all new electricity demand nationwide.

“Solar growth was essential in helping to meet fast‑rising US electricity demand in 2025,” said Dave Jones, chief analyst at Ember.

Most of the new solar generation in 2025 was absorbed by rising electricity demand, allowing solar to scale alongside overall grid gr…

Generate beautiful, minimalist map posters for any city in the world.

# Iconic grid patterns python create_map_poster.py -c " New York " -C " USA " -t noir -d 12000 # Manhattan grid python create_map_poster.py -c " Barcelona " -C " Spain " -t warm_beige -d 8000 # Eixample district # Waterfront & canals python create_map_poster.py -c " Venice " -C " Italy " -t blueprint -d 4000 # Canal network python create_map_poster.py -c " Amsterdam " -C " Netherlands " -t ocean -d 6000 # Concentric canals python create_map_poster.py -c " Dubai " -C " UAE " -t midnight_blue -d 15000 # Palm & coastline # Radial patterns python create_map_poster.py -c " Paris " -C " France " -t pastel_dream -d 10000 # Hauss…

Good To GoThe missing piece in AI-assisted development: knowing when you’re actually done.

But they all share one fundamental problem:They can’t reliably know when a PR is ready to merge.

When you ask an AI agent to “fix the CI and address the review comments,” how does it know when it’s finished?

CI Status AggregationCombines all GitHub check runs and commit statuses into a single pass/fail/pending state.

stdout ) if data [ "status" ] == "READY" : merge_pr () elif data [ "status" ] == "ACTION_REQUIRED" : for item in data [ "action_items" ]: address_feedback ( item )For PR ShepherdingMonitor a PR through its entire lifecycle:while true ; do gtg 123 -q case $?

2026/01/16 Langfuse joins ClickHouse Our goal continues to be building the best LLM engineering platformClickHouse has acquired Langfuse.

As a result, Langfuse introduced thousands of teams to ClickHouse when upgrading from Langfuse v2 to v3.

Langfuse runs on ClickHouse, ClickHouse uses Langfuse to optimize its agentic products, we share lots of customers and OSS deployments; that gives ClickHouse every incentive to keep Langfuse fast, reliable, and boringly dependable at scale.

Max shared on how we use ClickHouse to keep product performance ahead of demand at ClickHouse Open House (recording) in Amsterdam.

No changes: https://langfuse.com/supportWill the Langfuse team stay on Langfuse?

Your request has been blocked due to a network policy.

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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.

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WSI StreamerA modern, cloud-native tile server for Whole Slide Images.

# Installation (requires Rust, see alternatives below) cargo install wsi-streamer # On your local machine wsi-streamer s3://my-slides-bucket --s3-region eu-west-3That's it.

Whole Slide Images are large (1-10GB+) and typically live in object storage.

WSI Streamer takes a different approach: it understands slide formats natively, fetches only the bytes needed via HTTP range requests, and returns JPEG tiles immediately.

Supported FormatsFormat Extensions Compression Aperio SVS .svs JPEG, JPEG 2000 Pyramidal TIFF .tif , .tiff JPEG, JPEG 2000Files must be tiled (not stripped) and pyramidal.

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My new static site generator:2026-01-16In principle, a static site generator is a good idea: They automatically populate your homepage, index pages and RSS feeds, making it impossible to forget anything.

... but they all use a weird configuration format: a whole programming language shoved inside a HTML template... complete with questionable design decisions and without nearly enough documentation.

The code is under a thousand lines, including empty lines, comments and template HTML.

I started this blog primarily to get better at writing: All the posts from before 2023 are bad.

But since this is a blog, I don't have to delete them: I can just fix all the mistakes.

It comes with different idioms, different tooling and (especially for Rust) different views on how memory is supposed to be handled.

What I really want is to use Rust as a scripting language that I can hotreload.

- let mut worker = wrapper::Worker::new(); + let mut worker = wrapper::WorkerWrapper::new();Similarly the staticlink feature now needs to provide a WorkerWrapper .

( "Hot-saving state" ); let state: & mut PersistentState = unsafe { state.ref_mut() }; let s = SerJson::serialize_json(state.game_state.as_ref().unwrap()); state.hot_save = Some(s); state.game_state = None; } #[unsafe(no_mangle)] #[allow(improper_ctypes_definitions)] pub extern "C" fn after_reload (state: & mut PersistWr…

ASCII characters are not pixels: a deep dive into ASCII rendering January 17, 2026Recently, I’ve been spending my time building an image-to-ASCII renderer.

max ( value , externalSamplingVector [ i ] ) ; value = value / maxValue ; value = Math .

To do that, I’ll introduce a few more external sampling circles, arranged like so:These are a total of external sampling circles.

Each of the external sampling circles will affect one or more of the internal sampling circles.

For each of those cells, we compute a -dimensional sampling vector and a -dimensional external sampling vector.

Fun things to do with your VM/370 machineIntroThis page assumes you have a machine (emulated or not) running the VM370 Community Edition OS available.

Note: This is still very incomplete - I am accepting suggestions of other fun things to do.

docker run -n vm370 -p 3270:3270 rbanffy/vm370ceThis will bring up the machine and display the Hercules console on your terminal.

It’s telling me the program run using 0.84 seconds of CPU and took 2.59 seconds to complete.

Devices: Terminal is your terminal (terminal I/O must not be blocked).

Christ’s Descent Into Hell, Follower of Hieronymus Bosch (~1625)Well, the Internet mostly feels bad these days.

We were given this vast, holy realm of self-discovery and joy and philosophy and community; a thousand thousand acres of digital landscape, on which to grow our forests and grasslands of imagination, plant our gardens of learning, explore the caves of our making.

Pastoral Scene, George Innes (1857)It used to feel way better to Go Online, and some of us will remember.

We used to be able to learn about our hobbies and interests from hundreds of experts on a wealth of websites whose only shared motivation was their passion.

We’re down from a thousand and one websites to three, and ea…

During my first week of work with a new client, I like to push a very small, almost-insignificant change into production.

If my client already has a working webapp, this change could be as simple as fixing a typo.

This exercise helps me figure out everything I need to navigate the workplace and be productive within its constraints.

Pushing the smallest possible change into production helps me do all this and sets the tone for a fruitful working relationship.

Plus, it’s always satisfying to end your first week of work at a new workplace with something tangible to show for it.

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KipKip (meaning "grammatical mood" in Turkish) is an experimental programming language that uses Turkish grammatical cases as part of its type system.

It demonstrates how natural language morphology—specifically Turkish noun cases and vowel harmony—can be integrated into programming language design.

Polymorphic TypesType variables are supported for generic data structures:Bir (öğe listesi) ya boş ya da bir öğenin bir öğe listesine eki olabilir.

If you want to force a fresh parse and type-check, delete the .iz file next to the source.

Example Program(* Natural numbers *) Bir doğal-sayı ya sıfır ya da bir doğal-sayının ardılı olabilir.

Just under eight years ago, we here at Emojipedia hypothesized that 2018 would be a year of emoji design convergence.

Today, we look back at the major emoji updates made since early 2018, covering both design convergence and purposeful design divergence.

Other Major Design Convergences Since 2018While Samsung's emoji design set contained some of the most high-profile examples of design divergences between 2012 and 2018, they were by no means the only vendor that made significant changes in the name of design convergence from 2018 onwards.

Take, for example, the original Twemoji design set: since 2018, at least 10 updates included at least one major design revision aimed at achieving greater…

Internally, ClickHouse categorizes strings into three categories:Short strings (less than 16 bytes) Medium strings (less than 64 bytes but larger than 16 bytes) Long strings (64 bytes and larger)Short stringsShorts strings are compared in a clever way:/** The order of branches and the trick with overlapping comparisons * are the same as in memcpy implementation.

return unalignedLoad < uint64_t > ( p1 ) == unalignedLoad < uint64_t > ( p2 ) && unalignedLoad < uint64_t > ( p1 + size - 8 ) == unalignedLoad < uint64_t > ( p2 + size - 8 ); } if ( size >= 4 ) { /// Chunks of 4..7 bytes.

return unalignedLoad < uint16_t > ( p1 ) == unalignedLoad < uint16_t > ( p2 ) && unalignedLoad < uint16_t > ( p1…

Valentine Baldassari / Bloomberg:

Micron signs a letter of intent to buy a fabrication site in Taiwan from Powerchip for $1.8B to expand DRAM memory chip production, expected to close in Q2 2026 — Micron Technology Inc. has signed a letter of intent to buy a fabrication site in Taiwan from Powerchip Semiconductor Manufacturing Corp …

Sage D. Young / Sherwood News:

Beaconcha.in: a record ~36M ethereum tokens, or 30% of ethereum's total supply, worth ~$119B, are now staked, as institutional investors grow their share — The new record comes as institutional players grow their share in the staking scene. Ether.fi, a restaking protocol known …

Laith Al-Khalaf / Financial Times:

Sources: following investor backlash, Monzo to give outgoing CEO TS Anil an expanded role after he steps down in February; he is likely to retain a board seat — UK digital bank due to give current chief executive broader than expected remit when he steps down next month

Christopher Mims / Wall Street Journal:

TrendForce: data centers will use 70%+ of the high-end memory chips all manufacturers will produce in 2026, with little new manufacturing capacity until 2027 — AI companies' need for a type of once-affordable microchip threatens to drive up prices of all electronics—and limit data-center ambitions

Robert Burnson / Bloomberg:

Filing: Elon Musk seeks $79B-$134B damages from OpenAI and Microsoft, alleging OpenAI defrauded him by abandoning nonprofit roots and partnering with Microsoft — Elon Musk wants OpenAI Inc. and Microsoft to pay him damages in the range of $79 billion to $134 billion over his claims …

Sherwood News:

Appfigures: Sora 2 had ~6M iOS downloads as of December 2025; the Android version, available since early November 2025, had ~3.1M, as growth begins to slow — The app racked up 1 million downloads in its first five days, despite being iOS-only and requiring an invite.

Ryan Vlastelica / Bloomberg:

Adobe's stock has slumped more than 45% since the end of 2023, reflecting analyst concerns over the threat of AI-driven disruption to SaaS companies — Concern that Adobe Inc. will struggle in the artificial-intelligence era has driven Wall Street analysts' view on the maker of software …

Barbara Moens / Financial Times:

Sources: the EU's cybersecurity proposal, to be presented on Jan. 20, is expected to phase out vendors such as Huawei from the bloc's critical infrastructure — Proposed Cybersecurity Act would phase out groups such as Huawei and ZTE from telecom networks and solar energy systems

Ingrid Lunden / Resilience Media:

Luxembourg-based Hydrosat, which builds AI-based thermal infrared satellite tech to provide data for water resource management and more, raised a $60M Series B — Defence, government and agribusiness customers use the Luxembourg startup's data to track the movement a critical resource: water

Jagmeet Singh / TechCrunch:

Anthropic appoints Irina Ghose, a former Microsoft India managing director, to lead its business in India, which has the second-largest user base for Claude — Anthropic has appointed Irina Ghose, a former Microsoft India managing director, to lead its India business as the U.S. AI startup prepares to open an office in Bengaluru.

Glenn Coin / Syracuse Post-Standard:

Micron breaks ground in New York for its memory manufacturing complex, announced in 2022, that it says will be the largest semiconductor facility in the US — Clay, N.Y. — At the edge of a 1,400-acre tract of swamp, forest and former farmland just north of Syracuse, Micron Technology …

Reuters:

Grid operator PJM plans to require large data centers to either bring their own power generation or curtail electricity use to prevent a large-scale outage — Grid operator PJM Interconnection on Friday unveiled a plan to manage surging power demand from data centers that Big Tech needs …

Financial Times:

Sources: suppliers of parts for Nvidia's H200 chips have paused production after Chinese customs officials blocked shipments of the AI processors — Parts makers concerned about whether Beijing will allow imports of AI processors — Suppliers of parts for Nvidia's H200 chips …

Dara Kerr / The Guardian:

The US EPA rules that xAI acted illegally by using dozens of methane gas turbines to power its Colossus 1 and Colossus 2 data centers in the Memphis area — Win for Memphis activists who say ‘Colossus’ facilities add extra pollution to already overburdened communities

Maxwell Zeff / Wired:

Sources: leaders at Thinking Machines Lab confronted Barret Zoph over an alleged relationship with another employee, who is no longer at the lab, in summer 2025 — Leaders at Mira Murati's startup believe Barret Zoph engaged in an incident of “serious misconduct.” The details are now coming to light.

Ian Carlos Campbell / Engadget:

Anthropic makes Claude Cowork available to $20/month Pro subscribers, after launching it for Max users, and says Pro users may hit their usage limits sooner — Pro subscribers can have Claude can handle simple tasks on their computer. — Claude Cowork, Anthropic's AI assistant for taking care …

Julianna Bragg / Axios:

California's AG sends a cease-and-desist letter to xAI, demanding the company halt the generation and distribution of non-consensual intimate images and CSAM — California's attorney general on Friday sent a cease and desist letter to xAI, demanding the company immediately halt the creation …

Lauren Feiner / The Verge:

Google says it's appealing the US v. Google ruling that found it has an illegal search monopoly and asks a court to pause some of the remedies during the appeal — In the meantime, it's asking a court to pause remedies meant to restore competition.

Olga Kharif / Bloomberg:

Sources: Anchorage Digital, the first federally chartered US digital asset bank, is seeking to raise $200M to $400M, ahead of a possible IPO in 2027 — Anchorage Digital, whose affiliate is the first federally chartered US digital-asset bank, is seeking to raise fresh capital as it explores …

Bloomberg:

Sources: Google is in talks with broadband operator Radiate to set up a JV to hold their fiber assets; Stonepeak Partners will invest $1B to support the deal — Alphabet Inc.'s Google is in talks with Radiate, a broadband operator backed by Stonepeak Partners, to set up a joint venture …

Doug OLaughlin / Fabricated Knowledge:

Claude Code represents a “ChatGPT moment repeated” and an “extinction-level event” for horizontal software companies focused on human-oriented consumption — The age of PDF is over. The time of markdown has begun. Why Memory Hierarchies are the best analogy for how software must change.

Financial Times:

Sources: ElevenLabs seeks to raise hundreds of millions at a valuation of $11B, four months after a secondary share sale that valued it at $6.6B — Fundraising would transform company into UK's most highly valued AI start-up — ElevenLabs is in talks for new funding that would almost double …

Bloomberg:

Some top California Democrats join Governor Gavin Newsom in opposing a ballot initiative led by a healthcare union seeking a one-time 5% tax on $1B+ in assets — A proposed tax on California's wealthiest residents is drawing opposition from a growing group of top state Democrats …

Bloomberg:

FTC Chairman Andrew Ferguson says the agency is examining Big Tech's acqui-hires to make sure “they are not an attempt to get around” its merger review process — The US Federal Trade Commission is taking a closer look at moves by major tech companies to hire away the employees …

Business Insider:

TikTok has launched a standalone micro drama app, PineDrama, in the US and Brazil, offering vertical serialized shows for free without ads or paywalls for now — - TikTok has rolled out a new micro drama app in the US and Brazil called PineDrama. — The app's feed looks a lot like TikTok's …

Elissa Welle / The Verge:

OpenAI expands its $8/month ChatGPT Go subscription tier to the US and the rest of the world, after previously launching it in India and some other countries — 'ChatGPT Go' is available worldwide for $8 per month. … OpenAI is expanding a low-cost subscription tier called ChatGPT Go to the US and the rest of the world.

Maxwell Zeff / Wired:

OpenAI will match ads to conversation topics using some personalization data, but claims it will not sell user data or expose user conversations to advertisers — OpenAI says ads will not influence ChatGPT's responses, and that it won't sell user data to advertisers.

Financial Times:

OpenAI plans to test ads below ChatGPT replies for users of free and Go tiers in the US; source: OpenAI expects to make “low billions” from ads in 2026 — $500bn start-up seeks ways to fund expansion and fend off competition from rivals Google and Anthropic

Home Assistant websiteThis is the source for the Home-Assistant.io website.

SetupSetting up to contribute to documentation and the process for submitting pull requests is explained in the developer documentation.

to access on http://192.168.0.123:4000 :bundle exec rake preview[192.168.0.123]Speeding up site generationEvery release we post long changelogs to the website.

We include some tools to temporarily exclude the blog posts that you're not working on out of the way.

bundle exec rake isolate[filename-of-blogpost]When you're done working on the site, run the following command to move the posts back again:

MemU A Future-Oriented Agentic Memory SystemMemU is an agentic memory framework for LLM and AI agent backends.

🎉Between January 8–18, contributors can submit PRs to memU and earn cash rewards, community recognition, and platform credits.

memorize ( resource_url = "path/to/file.json" , # File path or URL modality = "conversation" , # conversation | document | image | video | audio user = { "user_id" : "123" } # Optional: scope to a user ) # Returns: { "resource" : {...}, # Stored resource metadata "items" : [...], # Extracted memory items "categories" : [...] # Updated category summaries }retrieve() - Query MemoryRetrieves relevant memory based on queries.

💡 Use CasesExample 1: Conversation …

🇪🇸 Español 🇫🇷 Français 🇸🇴 Soomaali 🇸🇦 العربيةMemvid is a single-file memory layer for AI agents with instant retrieval and long-term memory.

Memvid is a portable AI memory system that packages your data, embeddings, search structure, and metadata into a single file.

The result is a model-agnostic, infrastructure-free memory layer that gives AI agents persistent, long-term memory they can carry anywhere.

Memvid draws inspiration from video encoding, not to store video, but to organize AI memory as an append-only, ultra-efficient sequence of Smart Frames.

Default :: default ( ) } ) ?

It is an open-source search model designed to advance tool-augmented reasoning and information-seeking capabilities, enabling complex real-world research workflows across diverse challenges.

Introducing as a third dimension of performance improvement, MiroThinker v1.0 supports 256K context window and up to 600 tool calls per task.

By default, we use open-source tools wherever possible, except for the code tool E2B and the Google search tool Serper.

The framework can be easily extended to other open-source tools of your choice.

Replacing these open-source tools with commercial alternatives can yield performance gains.

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.

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.

Old News•Sep 24, 2025: 🎉 Our paper Multi-Agent Collaboration via Evolving Orchestration has been accepted to NeurIPS 2025.

•May 26, 2025: 🎉 We propose a novel puppeteer-style paradigm for multi-agent collaboration among large language model based agents.

•June 25, 2024: 🎉To foster development in LLM-powered multi-agent collaboration🤖🤖 and related fields, the ChatDev team has curated a collection of seminal papers📄 presented in a open-source interactive e-book📚 format.

•June 12, 2024: We introduced Multi-Agent Collaboration Networks (MacNet) 🎉, which utilize directed acyclic graphs to facilitate effective task-oriented collaboration among agents through linguistic interactions 🤖🤖.

• October …

Microsoft PowerToysMicrosoft PowerToys is a collection of utilities that help you customize Windows and streamline everyday tasks.

Description Filename Per user - x64 PowerToysUserSetup-0.96.1-x64.exe Per user - ARM64 PowerToysUserSetup-0.96.1-arm64.exe Machine wide - x64 PowerToysSetup-0.96.1-x64.exe Machine wide - ARM64 PowerToysSetup-0.96.1-arm64.exeMicrosoft StoreYou can easily install PowerToys from the Microsoft Store:WinGetDownload PowerToys from [WinGet][winget-link].

✨ What's newVersion 0.96 (November 2025)For an in-depth look at the latest changes, visit the Windows Command Line blog.

The Command Palette settings page has been reorganized.

Press Ctrl + , to open Command Palette se…

Beads provides a persistent, structured memory for coding agents.

It replaces messy markdown plans with a dependency-aware graph, allowing agents to handle long-horizon tasks without losing context.

⚡ Quick Start# Install (macOS/Linux/FreeBSD) curl -fsSL https://raw.githubusercontent.com/steveyegge/beads/main/scripts/install.sh | bash # Initialize (Humans run this once) bd init # Tell your agent echo " Use 'bd' for task tracking " >> AGENTS.md🛠 FeaturesGit as Database: Issues stored as JSONL in .beads/ .

📦 Installationnpm: npm install -g @beads/bdHomebrew: brew install steveyegge/beads/bdGo: go install github.com/steveyegge/beads/cmd/bd@latestRequirements: Linux (glibc 2.32+), FreeBSD, macO…

Welcome to GoogleTest, Google's C++ test framework!

In addition to many internal projects at Google, GoogleTest is also used by the following notable projects:The Chromium projects (behind the Chrome browser and Chrome OS).

GoogleTest Adapter is a VS Code extension allowing to view GoogleTest in a tree view and run/debug your tests.

C++ TestMate is a VS Code extension allowing to view GoogleTest in a tree view and run/debug your tests.

Cornichon is a small Gherkin DSL parser that generates stub code for GoogleTest.

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

It's not uncommon for Claude to be able to work autonomously for a couple hours at a time without deviating from the plan you put together.

Dispatches fresh subagent per task with two-stage review (spec compliance, then code quality), or executes in batches with human checkpoints.

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.

IntroductionEnglish | 简体中文TARS* is a Multimodal AI Agent stack, currently shipping two projects: Agent TARS and UI-TARS-desktop:Agent TARS UI-TARS-desktop agent-tars-book-hotel.mp4 computer-use-triple-speed.mp4 Agent TARS is a general multimodal AI Agent stack, it brings the power of GUI Agent and Vision into your terminal, computer, browser and product.

[2025-06-25] We released a Agent TARS Beta and Agent TARS CLI - Introducing Agent TARS Beta, a multimodal AI agent that aims to explore a work form that is closer to human-like task completion through rich multimodal capabilities (such as GUI Agent, Vision) and seamless integration with various real-world tools.

We released a Agent TARS Bet…

Ralph for Claude CodeAutonomous AI development loop with intelligent exit detection and rate limitingRalph is an implementation of the Geoffrey Huntley's technique for Claude Code that enables continuous autonomous development cycles he named after Ralph Wiggum.

It enables continuous autonomous development cycles where Claude Code iteratively improves your project until completion, with built-in safeguards to prevent infinite loops and API overuse.

Install once, use everywhere - Ralph becomes a global command available in any directory.

Open an issue for discussionCheck existing issues for planned workJoin discussions on pull requestsEvery contribution matters - from fixing typos to impleme…

A minimal and customizable Docker image running the Android emulator as a service.

Current version: 1.1.0📋 Table of contents🔖 FeaturesMinimal Alpine based image bundled with the Android emulator and KVM support.

🔰 DescriptionThe focus of this project is to provide a size-optimized Docker image bundled with the minimal amount of software required to expose a fully functionning Android emulator that's remotely controllable over the network.

You can build this image without the Android SDK and without the Android emulator to make the image smaller.

Variant Uncompressed Compressed API 33 + Emulator 5.84 GB 1.97 GB API 32 + Emulator 5.89 GB 1.93 GB API 28 + Emulator 4.29 GB 1.46 GB Without SDK a…

Useful Links What are DNS records?

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

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

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

Useful Links

Every Codex model.

Every model."

This plugin keeps the setup minimal while giving you full GPT‑5.x + Codex access via ChatGPT OAuth.

┌─────────────────────────────────────────────────────────┐ │ │ │ ChatGPT OAuth → Codex backend → OpenCode │ │ One command install, full model presets, done.

✅ FeaturesChatGPT Plus/Pro OAuth authentication (official flow)22 model presets across GPT‑5.2 / GPT‑5.2 Codex / GPT‑5.1 familiesVariant system support (v1.0.210+) + legacy presetsMultimodal input enabled for all modelsUsage‑aware errors + automatic token refresh📚 DocsGetting Started: docs/getting-started.mdConfiguration: docs/configuration.mdTroubleshooting: docs/troubleshooting.mdArchitecture: docs/deve…

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Last year China installed more than half of all wind and solar added globally.

In May alone, it added enough renewable energy to power Poland, installing solar panels at a rate of roughly 100 every second.

The massive buildout is happening across the country, from crowded eastern cities increasingly topped by rooftop solar panels to remote western deserts where colossal wind farms sprawl across the landscape.

“From the ground, it’s hard to grasp the scale of these power plants,” said Chinese photographer Weimin Chu.

“But when I traveled to places like Guizhou, Yunnan, and Qinghai in 2022, I kept seeing wind farms and solar power plants appear in my camera frame.

In large companies, speaking up about what you see as a “bad project” is a good thing.

And this gut feeling is the sign to me of a “bad project”, one which you can see in advance of when it’s obvious to everyone.

Manage influence like a bank accountSo if you cannot stop all the bad projects, what do you do?

That way, if the bad project stalls or gets canceled, you can be proactive instead of reactive to the fallout.

Don’t try to gaslight them or “walk the company line” by pretending a bad project is actually good.

We've been experimenting with running coding agents autonomously for weeks.

# The limits of a single agentToday's agents work well for focused tasks, but are slow for complex projects.

This solved most of our coordination problems and let us scale to very large projects without any single agent getting tunnel vision.

But the core question, can we scale autonomous coding by throwing more agents at a problem, has a more optimistic answer than we expected.

Hundreds of agents can work together on a single codebase for weeks, making real progress on ambitious projects.

Learn eBPF through hands-on exercises.

Write, compile, and run programs directly from your browser.

Kyutai is funded by Iliad Group, CMA CGM Group and Schmidt Sciences.

Many thanks to our generous donors.

For example if you wanted to get the length of a Prolog list, you write this:?- length ([ a , b , c ], Len ).

?- a ( b , c ( c )) =.. L . L = [ a , b , c ( c )].

branch ( N ) :- % two children tree ( N , C1 ), tree ( N , C2 ), C1 @< C2 .

A = n , N = n2 ; % show more... A = n1 , N = n11 .

As = [ n1 ], N = n11 ; As = [ n ], N = n2 .

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

The action you just performed triggered the security solution.

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

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

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

The action you just performed triggered the security solution.

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

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

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

Today, we're introducing TranslateGemma, a new collection of open translation models built on Gemma 3, available in 4B, 12B, and 27B parameter sizes.

It represents a significant step forward in open translation, helping people communicate across 55 languages, no matter where they are or what device they own.

By distilling the knowledge of our most advanced large models into compact, high-performance open models, we have created a suite where efficiency doesn't require a compromise on quality.

Through our specialized training process, the 12B TranslateGemma model outperforms the Gemma 3 27B baseline as measured using MetricX on the WMT24++ benchmark.

TranslateGemma considerably reduced the e…

███████ ██ ██ ███████ ██ ██ ██████ ██████ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ███████ ███████ █████ ██ ██ ██████ ██ ██ ███ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ██ ███████ ██ ██ ███████ ███████ ███████ ██████ ██████ ██ ██$ ssh shellbox.devLightweight instances: 2 vCPUs, 4GB RAM, 50GB SSDPure SSH access: no special clients or browser plugins requiredPersistent state: boxes pause on disconnect and resume where you left offUsage-based billing: $0.05/hr while running, $0.005/hr while stoppedAutomatic cost control: boxes stop when balance falls below $5HTTPS endpoints: every box gets a public URL with automatic TLSFull SSH support including port forwarding and scpPrepaid balance with refunds av…

January 14, 2026The opening sec­tion of this post from Dean W. Ball ticks off a list of projects he’s accom­plished in the past month using LLM coding com­pan­ions.

The volume is intended to be striking, and it is, but/and by the fourth or fifth bullet (of thirteen) it’s also … A LOT.

I’m starting to think lan­guage models are a fun­da­men­tally manic technology, in part because they operate exclu­sively through logorrhea, the “yeah, yeah, YEAH!” of the all-nighter.

Mania is another word for “bubble”, of course, just as we use “depres­sion” for eco­nomic as well as psy­cho­log­ical contraction.

I’m par­tial to the over­ar­ching theory of psy­cho­log­ical mania and depres­sion as a change in…

“Holy fucking shit, it all makes sense now. Lily is a dominatrix.”

Or: Hayden is connecting the dots. Maybe. (Words: 7,272)

Whoa there!

You have triggered an abuse detection mechanism.

Please wait a few minutes before you try again;in some cases this may take up to an hour.

I didn’t know what the wall was or why it mattered.

I remember thinking that smashing the wall looked like a lot of fun.

Yet life expectancy is well below average, infant and maternal mortality rates are alarmingly high, and more Americans remain uninsured.

The average American is outmatched by wealthy interests who can purchase the representation that justice supposedly guarantees.

The wall looks permanent until the day it comes down.

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

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

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

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

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

Changelog News!

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

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

Depot – 10x faster builds?

Build faster.

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

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

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

Changelog News!

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

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

Depot – 10x faster builds?

Build faster.

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

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

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

Depot – 10x faster builds?

Build faster.

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

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

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

Changelog News!

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

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

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

Depot – 10x faster builds?

Build faster.

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

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

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

Depot – 10x faster builds?

Build faster.

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

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

Changelog News!

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

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

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

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

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

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

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

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.

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

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

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

Changelog News!

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

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

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

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

Depot – 10x faster builds?

Build faster.

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

Healthcare organizations can access Claude for Healthcare now through Claude for Enterprise and the Claude Developer Platform.

ChatGPT Health and Claude for Healthcare are similar enough to be considered direct competitors at a time when healthcare, compared to other industries, has been rapidly adopting AI tools.

Data privacy is another common -- and justified -- concern when it comes to sharing personal health records with AI systems.

Also: Are AI health coach subscriptions a scam?

My verdict after testing Fitbit's for a monthClaude for Healthcare users, for example, can control which health data gets shared with the chatbot.

Confused by HDR10, HDR10+, and Dolby Vision? Here's how to pick the right TV with the best HDR format.

Not all big-screen TVs are created equal, so I and other ZDNET experts have found the best 85-inch TVs from brands like Samsung, Sony, and more to help you create the ultimate home theater.

Stranded during the Verizon outage? Set up a backup carrier on your iPhone or Android to avoid losing service again.

Aside from the free version, OpenAI now offers three paid tiers.

This light version of the subscription-based ChatGPT Plus includes everything you get with the free version, plus extra perks, like unlimited chats with GPT-5.2 Instant.

Also: Is ChatGPT Plus worth your $20?

All billed monthly, the Go tier costs $8, the Plus tier costs $20, and the Pro tier costs $200.

The $200-a-month ChatGPT Pro subscription is geared toward what OpenAI calls "AI power users pushing the limits of advanced intelligence."

You might be missing out on peak performance or sound - here's how to choose the right port.

This is where solid-state cells come into play.

This 5,000mAh/19Wh wireless charging power bank is perfectly designed to fit the iPhone.

The BMX SolidSafe 5K is a nice, light, unobtrusive wireless power bank.

The power bank also supports pass-through charging, so it can be charged via USB-C while it's wirelessly charging a phone.

I like this feature because I can use a single-outlet charger when traveling light to charge both my iPhone and my power bank overnight.

Before the G6 releases later this year, we tested LG's two latest flagship OLED TVs to see which is the better buy.

From quick reboots to full factory resets, here's how Roku's reboot options work.

DownDetector showed problems all across the United States.

If you're having problems with X today, you're not alone.

DownDetector also showed a surge in reports of a Cloudflare outage at the same time, along with Grok, and AWS, so it's possible the issue is greater than just X.

It was just last November when a massive Cloudflare outage took down huge portions of the web.

The specific error page many users are seeing is a Cloudflare error page, but it says that Cloudflare is working normally and the problem is with the host -- in this case x.com.

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.

Amazfit Active Max ZDNET's key takeaways The Amazfit Active Max is available now for $170.

Amazfit's sports watch lineup has impressed me this past year with vibrant displays, very long battery life, support for more than 170 workouts, and accurate location tracking.

The Zepp app powers the Amazfit Active Max from your smartphone and includes a powerful and capable Food Log feature.

Matthew Miller/ZDNETThe Amazfit Active Max slots in between the Balance 2 and Active 2 , rounding out Amazfit's product line.

ZDNET's buying adviceAfter three weeks of wearing the Amazfit Active Max,, I'm still impressed at how Amazfit was able to release such an amazing watch for $170.

The ultimate AI productivity paradoxOften, AI practitioners and advocates are flummoxed as to how deeply an AI application should go for the task at hand.

Also: The AI complexity paradox: More productivity, more responsibilitiesIt's the ultimate AI productivity paradox, the Workday authors argue.

How to protect AI productivity gainsAt the root of the problem, they say, is that roles, skills, and processes haven't caught up with the new ways of working and doing business brought on by AI.

Here are their recommendations on reducing the afterwork washing out AI productivity gains:Invest in people: Companies are more likely to put AI savings back into technology (39%) than into employee develop…

Also: Claude Cowork automates complex tasks for you now - at your own riskLike most chatbots, there's a prompt entry area (at 2).

Also: Claude Code made an astonishing $1B in 6 months - and my own AI-coded iPhone app shows whyThere are some differences.

Claude Cowork does not have this capability (although if you're geeky enough, you can certainly set it up).

I'm using the Max plan to build my apps, so Claude Cowork is an added bonus, not a substantial extra expense.

Is it because Claude Cowork uses a lot more resources than Claude Code, because Cowork is new and not optimized, or because of some other limitation?

Also: My top 4 browsers after testing nearly every one (spoiler: Chrome doesn't make the list)There is now, thanks to Puma Browser.

I've used local AI on various hardware multiple times, so I know how it can be a drain on system resources.

Local AI on Android: the good and the badPlease note that local AI on Puma Browser is still in the experimental phase, so it may encounter issues.

If you'd like to try local AI on your phone, Puma Browser is a fantastic option.

Bonus: Puma Browser can also function as a regular browser.

Three offshore wind projects under construction on the U.S. East Coast are back to building after judges rebuked the Department of the Interior's actions.

Oshen has signed contracts with multiple government agencies for its C-Star robots to collect ocean data autonomously.

Musk's legal team argues he should be compensated as an early startup investor who sees returns "many orders of magnitude greater" than his initial investment.

Their startup journey is a wild example of how if you build it well and the timing is lucky, they will definitely come.

The flood of AI-generated sexual imagery has spurred concern from state and congressional officials alike.

The $400 million round was led by Dragoneer.

Think TikTok, but every single video you come across is a short episode of a fictional story.

Elon Musk's AI company had installed and operated 35 natural gas turbines without permits, something the EPA now says was illegal.

The startup has partnered with Eli Lilly and enjoys the backing of some of Silicon Valley's most influential VCs.

Nicholas Moore pleaded guilty to stealing victims’ information from the Supreme Court and other federal government agencies, and then posting it on his Instagram @ihackthegovernment.

OpenAI says that users impacted by the ads will have some control over what they see.

In an attempt to alleviate rising electricity prices, the White House wants grid operator PJM to hold an auction for new generating capacity, and it wants tech companies to bid.

AI companies are clustering around healthcare and fast. In just the past week, OpenAI bought health startup Torch, Anthropic launched Claude for healthcare, and Sam Altman-backed MergeLabs closed a $250 million seed round at an $850 million valuation. The money and products are pouring into health and voice AI, but so are concerns about hallucination risks, inaccurate medical information, and […]

The phishing campaign targeted users on WhatsApp, including an Iranian-British activist, and stole the credentials of a Lebanese cabinet minister and at least one journalist.

Elon Musk's X, formerly Twitter, is down for the second time this week. Nearly 80,000 reports have spiked on Down Detector since around 10am ET Friday morning.

A couple months ago, YouTuber Benn Jordan "found vulnerabilities in some of Flock's license plate reader cameras," reports 404 Media's Jason Koebler. "He reached out to me to tell me he had learned that some of Flock's Condor cameras were left live-streaming to the open internet." This led to a remarkable article where Koebler confirmed the breach by visiting a Flock surveillance camera mounted on a California traffic signal. ("On my phone, I am watching myself in real time as the camera records and livestreams me — without any password or login — to the open internet... Hundreds of miles away, my colleagues are remotely watching me too through the exposed feed.") Flock left livestreams and…

After "a decade of deep focus on embedded and server systems," T2 SDE Linux "is back to the Desktop," according to its web site, calling the new "T2 Desktop" flavour "ready for everyday home and office use!" Built on the latest KDE Plasma, systemd, and Wayland, the new T2 Desktop flavour delivers a modern, clean, and performant experience while retaining the project's trademark portability and reproducible cross-compilation across architectures. T2 Desktop targets x86_64, arm64, and riscv64, delivering "a fully polished, streamlined out-of-the-box experience," according to project lead René Rebe (also long-time Slashdot reader ReneR): I>[T2 Desktop] delivered a full KDE Plasma desktop on RI…

An anonymous reader shared this report from the Washington Post: The U.S. Department of Transportation brought an automated bus to D.C. this week to showcase its work on self-driving vehicles, taking officials from around the country on a ride between agency headquarters at Navy Yard and Union Station. One of those trips was interrupted Sunday when the bus got rear-ended. The bus, produced by the company Beep, was following its fixed route when it was struck by a Tesla with Maryland plates whose driver was trying to change lanes, officials said. The bus had a human driver behind the wheel for backup as required by the city. The Tesla driver stayed on the scene on H Street for about 10 minut…

An anonymous reader quotes a report from the New York Times: Nearly five million social media accounts belonging to Australian teenagers have been deactivated or removed, a month after a landmark law barring those younger than 16 from using the services took effect, the government said on Thursday. The announcement was the first reported metric reflecting the rollout of the law, which is being closely watched by several other countries weighing whether the regulation can be a blueprint for protecting children from the harms of social media, or a cautionary tale highlighting the challenges of such attempts. The law required 10 social media platforms, including Instagram, Facebook, Snapchat a…

The U.S. Supreme Court will hear Monsanto's argument that federal pesticide law should shield it and parent company Bayer from tens of thousands of state lawsuits over Roundup since the Environmental Protection Agency has not required a cancer warning label. The case could determine whether federal rules preempt state failure-to-warn claims without deciding whether glyphosate causes cancer. The Los Angeles Times reports: Some studies have found it is a likely carcinogen, and others concluded it does not pose a true cancer risk for humans. However, the court may free Monsanto and Bayer, its parent company, from legal claims from more than 100,000 plaintiffs who sued over their cancer diagnos…

A federal judge has temporarily lifted the Trump administration's suspension of the Coastal Virginia Offshore Wind, allowing construction on the largest offshore wind project in the U.S. to resume. CNBC reports: Judge Jamar Walker of the U.S. District Court for the Eastern District of Virginia granted Dominion's request for a preliminary injunction Friday. Dominion called the Trump suspension "arbitrary and illegal" in its lawsuit. "Our team will now focus on safely restarting work to ensure CVOW begins delivery of critical energy in just weeks," a Dominion spokesperson told CNBC in a statement Friday. "While our legal challenge proceeds, we will continue seeking a durable resolution of thi…

An anonymous reader quotes a report from the Guardian: Even low levels of common agricultural pesticides can stunt the long-term lifespan of fish, according to research led by Jason Rohr, a biologist at the University of Notre Dame in Indiana. Signs of aging accelerated when fish were exposed to the chemicals, according to the study, published in Science, which could have implications for other organisms. [...] The research found that fish from pesticide-affected lakes showed shortened telomeres, the caps at the end of chromosomes that are known as the biological clock for aging. When they shorten, it is a sign of cellular aging and a decline in the body's regenerative capacity. The lake po…

Anna's Archive has been hit with a U.S. federal court default judgment and permanent injunction over its scraping and distribution of OCLC's WorldCat data, which occurred more than two years ago. According to the ruling, the shadow library must delete all copies of its WorldCat data and stop scraping, using, storing, or distributing the data. "It is expected that OCLC will use the injunction to motivate third-party intermediaries to take action against Anna's Archive," reports TorrentFreak. From the report: Yesterday, a federal court in Ohio issued a default judgment and permanent injunction against the site's unidentified operator(s). This order was requested by OCLC, which owns the propri…

A recent Microsoft Patch Tuesday update has introduced a bug in Windows 11 23H2 that causes some PCs to refuse to shut down or hibernate, "no matter how many times you try," reports The Register. From the report: In a notice on its Windows release health dashboard, Microsoft confirmed that some PCs running Windows 11 23H2 might fail to power down properly after installing the latest security updates. Instead of slipping into shutdown or hibernation, affected machines stay stubbornly awake, draining batteries and ignoring shutdown like they have a mind of their own and don't want to experience temporary non-existence. The bug appears to be tied to Secure Launch, a security feature that uses …

The Trump administration urged the largest electricity grid in the U.S. to make big tech companies pay for new power plants to support the surging electricity demand from AI and data centers. CNBC reports: Electricity prices have exploded in recent years on PJM Interconnection due in part to the data centers that tech companies are building to train and power artificial intelligence. The PJM grid serves more than 65 million people across 13 states and Washington, D.C. Its service area includes northern Virginia, the largest data center market in the world. The Trump administration and several states signed a pact that calls for tech companies to pay for new power plants built in PJM. Leadin…

An anonymous reader quotes a report from TechCrunch: Last week, Nicholas Moore, 24, a resident of Springfield, Tennessee, pleaded guilty to repeatedly hacking into the U.S. Supreme Court's electronic document filing system. At the time, there were no details about the specifics of the hacking crimes Moore was admitting to. On Friday, a newly filled document -- first spotted by Court Watch's Seamus Hughes -- revealed more details about Moore's hacks. Per the filing, Moore hacked not only into the Supreme Court systems, but also the network of AmeriCorps, a government agency that runs stipend volunteer programs, and the systems of the Department of Veterans Affairs, which provides healthcare …

Cloudflare has acquired the core team behind the open source JavaScript framework Astro, bringing its creators in-house while pledging to keep Astro fully open source. The New Stack reports: Astro is used by major brands like IKEA, Unilever, Visa and OpenAI to build fast, content-driven websites. Search engines prioritize fast-loading and clean pages, the Cloudflare statement noted. Websites that rely heavily on JavaScript for initial rendering often struggle to deliver the required speed, which hinders search rankings and customer conversions. Pages on Astro serve up only the code needed to display a page in a browser. That's in part because of its Island architecture, which it introduced …

The first live sporting event was broadcast in the Vision Pro, and it's a big disappointment. The experience could be amazing, but Apple actively ruins it.

AI might replace all of the jobs; that's only a problem if you think that humans will care, but if they care, they will create new jobs.

This morning I shared a link to this site, and the recipient said, “it looks

like a file.” I thought they meant the page was all black and white with no

color. No, they were talking about the URL, which ended with “.html”.This site started almost 24 years ago as

a static site: a pile of .html files created on my machine and uploaded to the

server. The URLs naturally had .html extensions. It was common in web sites of

the time.Over the years, the technology has changed. In 2008, it was still a static

site on the host, but produced with

Django running locally. In 2021, it became a

real Django site on the host.Through all these changes, the URLs remained the same—they still had

the old-fashion…

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

In my last blog post (A testing conundrum), I described

trying to test my Hasher class which hashes nested data. I couldn’t get

Hypothesis to generate usable data for my test. I wanted to assert that two

equal data items would hash equally, but Hypothesis was finding pairs like

[0] and [False]. These are equal but hash differently because the

hash takes the types into account.In the blog post I said,If I had a schema for the data I would be comparing, I could use it to

steer Hypothesis to generate realistic data. But I don’t have that

schema...I don’t want a fixed schema for the data Hasher would accept, but tests to

compare data generated from the same schema. It shouldn’t compare a list o…

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

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…

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.…

2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015, 2014, 2013, 2012, 2011, 2010, 2009, 2008 Нет, Дядя Вострек, не умеешь ты хайпить. Надо было больше пиздеть и меньше делать, а ты наоборот начал — много делаешь и мало пиздишь. А это прямой путь к выгоранию и забвению одновременно...

Необычный год вышел, мда. Я потерял работу и так и не смог найти новую ? или не смог найти сил опять танцевать бинарные деревья на интервью? . Навайбкодил несколько проектов, на некоторые из которых потр…

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

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

Today is the publication of the third edition of Autism

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

wife Susan’s book collecting stories and experiences from

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

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

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

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

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

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

Today is the publication of the third edition of Autism

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

wife Susan’s book collecting stories and experiences from

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Last night was a Boston Python project night where I

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

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

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

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

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

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

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

Last night was a Boston Python project night where I

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

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

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

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

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

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

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

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

This post continues where Hobby Hilbert Simplex left

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

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

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

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

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

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

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

This post continues where Hobby Hilbert Simplex left

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

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

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

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

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

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

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

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

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

I saw a generative art piece I liked and wanted to learn how it was made.

Starting with the artist’s Kotlin code, I dug into three new algorithms, hacked

together some Python code, experimented with alternatives, and learned a lot.

Now I can explain it to you.It all started with this post by

aBe on Mastodon:

I love how these lines separate and reunite. And the fact that I can express this idea in 3 or 4 lines of code.For me they’re lives represented by closed paths that end where they started, spending part of the journey together, separating while we go in different directions and maybe reconnecting again in the future.#CreativeCoding #algorithmicart #proceduralArt #OPENRNDR #Kotlin — aBe …

I saw a generative art piece I liked and wanted to learn how it was made.

Starting with the artist’s Kotlin code, I dug into three new algorithms, hacked

together some Python code, experimented with alternatives, and learned a lot.

Now I can explain it to you.It all started with this post by

aBe on Mastodon:

I love how these lines separate and reunite. And the fact that I can express this idea in 3 or 4 lines of code.For me they’re lives represented by closed paths that end where they started, spending part of the journey together, separating while we go in different directions and maybe reconnecting again in the future.#CreativeCoding #algorithmicart #proceduralArt #OPENRNDR #Kotlin — aBe …

I've come to appreciate Google's amorphous nature; what makes me bullish is the clarity of YouTube's AI opportunity.

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У авиакомпании SalamAir промо-тариф: улететь из Маската в Найроби (или наоборот) можно от 6200 рублей (30 OMR). Для въезда в Кению нужно заранее оформить электронное разрешение (сбор около 30-35 USD с человека). Купить билеты можно на сайте авиакомпании или через trip.com / aviasales.ru (тут немного дороже, но зато принимают российские карты). Маскат — Найроби в декабре за 6200 рублей: Российской картой: […]

Авиакомпания Volotea выкатила билеты за 19 евро. Но можно легко оформить пробную подписку SUPERVOLOTEA на 15 дней и купить их за 9 евро. Обычно подписка на год стоит 60 евро. Лоукостер утверждает, что Вы можете отменить членство в любой момент, но потеряете при этом некоторые привилегии, например, ручную кладь, но сохраните свою скидку на проезд. Главное, не забудьте […]

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Сегодня мы решили слепить готовое путешествие из Казани в Индонезию — вышло от 47200 рублей с человека при поездке вдвоем.

Авиакомпания Etihad Airways предлагает билеты из Казани на Бали за 44000 рублей туда-обратно.

Даты полетов: например, 11-24 декабря (проживание с 12 по 24 декабря).

Все варианты на двоих на 12 ночей (рейтинг — выше 7/10)Не забываем настроить сортировку:— самая низкая цена (с учётом налога)— итого (в т.ч.

Первый отель — 3200 рублей на человека / 6400 рублей на двоих:Второй отель — 4700 рублей на человека / 9400 рублей на двоих:Третий отель — 5300 рублей на человека / 10600 рублей на двоих:Другие даты перелетов:4-17 декабря7-22 декабря

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

с 2012 года мы ищем и находим дешевые авиабилеты, отели, туры и круизы.

А вы путешествуете почти бесплатно.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

Азербайджанские Авиалинии снизили цены ноябрь-март: взять из Москвы, Питера и Екб в ОАЭ, Израиль, Таджикистан, Саудовскую Аравию, Индию и на Мальдивы можно со скидками.

Билеты берем через сервис aviasales.ru (тут дешевле всего).

Москва — Душанбе — Москва:Москва — Даммам — Москва:Москва — Дубай — Москва:Москва — Тель-Авив — Москва:Москва — Дели — Москва:Москва — Мумбаи — Москва:Москва — Мале — Москва в ноябре:Москва — Мале — Москва в январе:Москва — Мале — Москва в феврале:Москва — Мале — Москва в марте:Питер — Душанбе — Питер:Питер — Даммам — Питер:Питер — Дубай — Питер:Питер — Тель-Авив — Питер:Питер — Дели — Питер:Питер — Мумбаи — Питер:Питер — Мале — Питер в ноябре-декабре:Питер — Мале —…

Vandrouki (или Вандруки / Вандрули / Ванбрюки или как удобно) – это путешествия.

Способы путешествовать почти бесплатно.

Разумеется, Vandrouki – это высококвалифицированная команда амбициозных профессионалов своего дела.

А вы путешествуете почти бесплатно.

Прямо сейчас, пока вы читали этот блок, мы нашли ещё несколько билетов, а кто-то их купил.

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

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

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (Jan. 12-16) appeared first on EU-Startups.

A former radio presenter who launched a gut-friendly toothpaste after suffering health problems, has raised €2 million (£1.8 million) to expand international sales of the Alcester-based Gutology and its Oral Biome+ toothpaste. Ollie Gallant, who also runs the Gutology Podcast, has secured funding from the Midlands Engine Investment Fund II through fund manager Mercia Ventures, […]

The post Former radio presenter behind gut-health podcast raises €2 million to scale microbiome-friendly toothpaste brand Gutology appeared first on EU-Startups.

Oxfordshire-based Ionech, a clean-energy tech company developing a process to harness thermal energy from ambient air to generate electricity, has received a €2.3 million (£2 million) Seed investment ClimateTech investor Elbow Beach. This investment is combined with a €807k (£700k) Innovate UK Grant, will enable the company to advance its Air Voltaic Cell technology from […]

The post Ionech raises €2.3 million to move air-to-electricity technology into pilots with Coca-Cola Europacific Partners appeared first on EU-Startups.

Hamburg-based DTCP, a global investment management platform with more than €3 billion in AUM, today announced the launch of the €500 million fund ‘Project Liberty’, its eighth fund and its first dedicated exclusively to defense, security, and resilience technologies. The fund is independently managed by DTCP and targets institutional investors, family offices and corporate investors. […]

The post With their new €500 million fund, Germany’s DTCP raises the bar for European defense and resilience capital appeared first on EU-Startups.

We are pleased to announce that Joaquín Cuenca Abela, Co-founder and CEO of Freepik, will take the stage at the upcoming EU-Startups Summit, which will take place for the third time in sunny Malta on May 7 to 8, 2026. Founded in 2010 and headquartered in Málaga, Spain, Freepik has evolved into a global all-in-one […]

The post Joaquín Cuenca Abela, Co-founder & CEO of Freepik, will speak at this year’s EU-Startups Summit! appeared first on EU-Startups.

Exactly one month, after its founding, Kortrijk-based Tinrate – a platform that enables users to seek and share advice and expertise – has raised a €1.6 million Seed round to roll out the company. The round saw participation from Steve Rousseau (World of Talents), Helena Brutsaert (Get Driven) and Arne Vandendriessche (Signpost). Other notable names […]

The post Belgium’s Tinrate secures €1.6 million to monetise expertise, dubbed “OnlyFans for knowledge” by its founder appeared first on EU-Startups.

Malta has long been associated with tourism and leisure, but in recent years, the country has increasingly aligned itself with Europe’s growing tech and startup scene. Rather than lagging, Malta has steadily developed the infrastructure needed to support innovation, laying the groundwork for a more diversified and competitive economy. This evolution has been driven by […]

The post Spotlight on Malta: 10 startups worth keeping an eye on in 2026 appeared first on EU-Startups.

The European Investment Bank (EIB) has signed a €25 million venture debt financing agreement with Amsterdam-based Optics11, a DeepTech scale-up that builds advanced fibre optic sensing solutions. The Dutch company plans to use this capital for research and development on its technologies for civilian and defence applications. It aims to accelerate the productisation and Europe-wide […]

The post Amsterdam-based Optics11 secures €25 million EIB loan to strengthen Europe’s subsea and energy security appeared first on EU-Startups.

PureTerra Ventures, an Amsterdam-based venture capital firm backing disruptive WaterTech startups, has launched its second fund with €10 million investment from Invest-NL, the Dutch national financing and development institution. The firm has set a €150 million target for its second fund and plans to mobilise the capital from public, private, and institutional investors. Job van […]

The post Amsterdam’s PureTerra Ventures launches €150 million WaterTech Fund II with €10 million backing from Invest-NL appeared first on EU-Startups.

Midnite, a UK sportsbook and casino operator, today announced that it has raised €30 million ($35 million) in a Series C funding round to scale operations, accelerate development of their products and support international expansion. The round was led by Raine Partners IV, The Raine Group’s flagship growth equity fund. Existing investors Play Ventures, Discerning […]

The post London’s Midnite raises €30 million to scale sportsbook and casino platform appeared first on EU-Startups.

Just seven months after its Series C, Berlin’s Parloa – a developer of enterprise customer AI agent – has raised €310 million ($350 million) in Series D funding to continue its expansion focused on the U.S. and Europe, enhance its AI Agent Management Platform (AMP), and launch the Parloa Promise, a commitment to preeminent agent […]

The post €310 million raise positions Germany’s Parloa far ahead recent European enterprise AI agent rounds appeared first on EU-Startups.

Luxembourg and US-based Hydrosat, a provider of thermal infrared satellite data and AI-powered analytics, today announced the close of €51 million ($60 million) in Series B to accelerate growth across commercial, civil government, and defense markets. The round was led by Hartree Partners, Subutai Capital Partners, and Space 4 Earth, with new investment from Truffle […]

The post Hydrosat’s thermal satellite tech targets water scarcity and agricultural risk, backed by new €51 million appeared first on EU-Startups.

Over the past few years, France has significantly strengthened its position as one of the most dynamic technology hubs worldwide, with artificial intelligence emerging as a particular area of momentum. The country has seen a wave of large-scale AI funding rounds, including landmark raises by companies such as Mistral AI, which have helped position France […]

The post 10 French startups to keep an eye on in 2026 and beyond! appeared first on EU-Startups.

Dublin-based Equal1, a quantum semiconductor company, today announced it has raised €51 million ($60 million) to accelerate development of scalable, silicon-based quantum computers and deployment of its datacenter-ready Bell-1 quantum server. The round was led by the Ireland Strategic Investment Fund (ISIF), with participation from Atlantic Bridge, the European Innovation Council Fund, Matterwave Ventures, Enterprise […]

The post Irish quantum semiconductor startup Equal1 closes €51 million round to scale silicon-based quantum computing appeared first on EU-Startups.

Lausanne-based AlphaLum today announced the close of its €3.6 million (CHF 3.4 million) Seed financing round to scale its optics and sensing platform for smart glasses. The round was led by Vsquared Ventures. With this funding, the Swiss startup aims to accelerate its transition from R&D to becoming a technology supplier for smart glasses and […]

The post Lausanne-based AlphaLum raises €3.6 million to build the missing hardware layer for mass-market smart glasses appeared first on EU-Startups.

A big week for European tech, with two new unicorns and a deep dive into one of the continent’s most promising ecosystems: Armenia. Alongside the week’s top funding rounds, we’ve also curated the most...

Global investment management platform DTCP today announced the launch of “Project Liberty”, its eighth fund and its first dedicated exclusively to defence, security, and resilience technologies. The...

Ukraine-based HOLYWATER has closed a $22 million financinground led by Horizon Capital, with participation from US-based investorsincluding Endeavor Catalyst and Wheelhouse. The financing follows an e...

When you can, it’s always worth taking a look outside of your comfort zone to find the next big thing in tech. I’ve been interested in Armenia for a number of years, and now it seems the rest of the w...

Parloa, the German-founded startup which develops AI voice agents for call centre work, has raised $350 million in a Series D funding round, vaulting its valuation threefold to $3 billion in seven mon...

Cyprus-based AINA has raised $1 million in seedfunding from a private angel investor to expand its AI-driven hiringplatform, which aims to improve hiring efficiency and reduce recruitment costs.As com...

While many venture capital funds are optimised for speed, scale, and short fund lifecycles, High-Tech Gründerfonds (HTGF) was built to address a structural gap in Germany’s innovation ecosystem. HTGF ...

TaleMonster Games,an Istanbul studio founded by former Peak Games veterans, has raised $30million in Series A funding led by Arcadia Gaming Partners and Andreessen Horowitz (a16z), with participation ...

According to the Tech.eu 2025 Annual Report, Europeantechnology companies raised €72 billion in 2025, making it the second-strongestyear of the past three for tech investment. With more than 3,740 dea...

Ukrainian-born edtech startup Headway Inc has raised Series A extension funding from Endeavor Catalyst. Headway Inc has closed the second tranche of its first external funding round, with Endeavor Cat...

For decades, financial control was a function of accounting discipline. Budgets were set annually, spend was reviewed retrospectively, and finance teams relied on reports generated long after money ha...

The Novo Nordisk Foundation has allocated up to €736 million (DKK 5.5 billion) to BioInnovation Institute (BII), a leading institute for life science and deep tech innovation in Copenhagen. The fun...

Ghent-basedstartup Feedelity has raised €510,000 to support its next phase of growth, inan investment round backed by private investors including Gilles Mattelin andJorn Vanysacker (Henchman), Wouter ...

Luna Systems, a leading provider of AI-powered Advanced Rider Assistance Systems (ARAS) for cycling and motorcycles, has secured a €1.5 million investment to bring to market a portfolio of new AI safe...

Munich-basedstartup lytra has completed its pre-seed financing round, led by High-Tech Gründerfonds (HTGF) with participation from additional investors, to expand itsAI-driven platform for manufacturi...

Europe's startup market hasn't produced meaningful numbers but there is reason to believe the data will start to change.

Apple is adding renewable power to offset customer charging and support its operations, including third-party manufacturing in China.

Four major European airports in Berlin, Brussels, Dublin, and London continue to have flight delays due to a cyberattack on Collins Aerospace, a provider of check-in systems.

A cyberattack targeting Collins Aerospace, a provider of airport check-in systems, sparked delays and disrupted flights across Europe over the weekend.

Dawn Capital’s latest partner, Shamillah Bankiya, stopped by Equity this week to talk about the European landscape and the biggest misconceptions Americans have about the European startup world.

Europe’s startup scene is having a moment, with European unicorns multiplying and American VCs setting up shop across the pond. But while European funding dominates the early stages, late-stage capital still flows primarily from the U.S. So what does this mean for European founders, and how is the continent carving out its own identity in […]

The companies want to launch the robotaxi services in Germany and the U.K. first, pending regulatory approval.

Europe’s fintech darling Revolut is looking to raise a new funding round that would give it a $65 billion valuation, the Financial Times reports. The UK-based company is reportedly in talks to raise around $1 billion by issuing new shares and selling existing ones. The US-based firm Greenoaks is said to be leading the round, […]

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

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

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

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