Germany’s decision to shut down all its nuclear power plants was a “huge mistake” and has come at a high cost to the economy, Chancellor Friedrich Merz said yesterday, speaking to the German Chamber of Industry and Commerce in Dessau.

“It was a serious strategic mistake to phase out nuclear energy … we simply don’t have enough energy generation capacity,” Merz said.

The policy aimed to reduce nuclear risks while advancing the Energiewende, or “energy turnaround”, Germany’s energy transition centred on renewables.

Merz said the decision to exit nuclear power had long-term strategic consequences.

Although Merz has argued that Germany should have retained nuclear capacity, restarting permanent…

With project managers frothing at the mouth about the screen they whipped up using AI, what could once be dismissed with an eye-roll is now starting to feel more serious.

It still feels like cheating, but a different type, like cheating on a test, but that doesn’t feel as bad.

AI code as it is proselytised, will generate code, it will generate tests and it will go and fix its own bugs.

To me, artisan code is code that you can explain, defend and fix.

If you’ve strayed beyond that path, I’m sorry, you’ve just got yourself a burnt instant.

Two recently-hyped developments in AI engineering have been Geoff Huntley’s “Ralph Wiggum loop” and Steve Yegge’s “Gas Town”.

What does $RALPH have to do with the Ralph Wiggum loop?

What does $GAS have to do with Gas Town?

Gas Town is an open-source GitHub repository that you can clone, edit and run without ever interacting with the $GAS coin.

Buying $GAS or $RALPH does not unlock any new capabilities in the tools.

Removing the NAND Chip from the board ¶Now that we have identified the NAND chip, we fasten the board and tape off the remaining components with heat-shielding tape.

Or you can do that just to the NAND chip to make it harder for researcher to pry off your NAND chip and dump your firmware.

Obviously there are fancy devices on the market that will make dumping a NAND chip via SPI pretty easy and straightforward.

Specifically,1028 B user data + 28 B ECC1028 B user data + 28 B ECC1028 B user data + 28 B ECC1014 B user data + 28 B ECC142 B unusedWhy these stranges values?

Iterate through all possible transformations ¶We will try out 4 different transformations:reverse bit orderreverse byte order…

Why did this happen?

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Considering there is very little moat left in software and big companies can copy your product in no time?

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Saved searches Use saved searches to filter your results more quicklyWe read every piece of feedback, and take your input very seriously.

Secure your code as you buildCode security Secure your code as you buildYou signed in with another tab or window.

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FLUX.2 [klein]: Towards Interactive Visual IntelligenceToday, we release the FLUX.2 [klein] model family, our fastest image models to date.

But FLUX.2 [klein] is anything but limited.

These models deliver exceptional performance in text-to-image generation, image editing and multi-reference generation, typically reserved for much larger models.

Note: The “FLUX [dev] Non-Commercial License” has been renamed to “FLUX Non-Commercial License” and will apply to the 9B Klein models.

Text to Image collage using FLUX.2 [klein]The FLUX.2 [klein] Model FamilyFLUX.2 [klein] 9BOur flagship small model.

This study, “Still muddling through: Local sustainability leaders and energy efficiency in rental units,” was published in Energy Research & Social Science.

But this causes tension between the renters who want to save money on their bills and landlords who are the ones responsible for making most energy efficiency upgrades.

As a result, landlords often do not make these upgrades, and renters are quite literally left out in the cold.

However, most of these efforts were likely to help only a small percentage of rental units in a jurisdiction.

“These energy efficiency upgrades are costly investments that ultimately increase the value of buildings long-term.

Official documentation for the re:Mix kitchen mixer, maintained by Open Funk.

The creator of the documentation assumes no liability for damages, injuries, or losses arising from the construction or use of the self-built mixer.

Not Certified: It is emphasized that the self-built mixer is not considered a CE-certified kitchen appliance.

Prototypical Status: The self-built mixer should be regarded as a prototype and may not comply with the safety standards of commercial kitchen appliances.

By using the provided information, you acknowledge and agree to this disclaimer, using the self-built mixer at your own risk.

Today we are proposing install.md to standardize how developers should write installation instructions for agents.

Proposal for a standard /install.md file that provides LLM-executable installation instructions.

Today we are proposing install.md to standardize how developers should write installation instructions for agents.

Add an install.md markdown file to your project with LLM-executable installation instructions.

Installation instructions for agents can differ from your public docs without worrying about company voice or developer experience polish.

The wording/typos on the box were definitely a good sign that there was some quirkiness afoot.

It came with a stack of 100 cards, each with a very minimal "barcode" consisting of 8 bits of information, meaning 256 possible barcodes/drawings.

The cards were separated into five categories: food, animal, plant, vehicle, and circle (obviously).

You'd think at this point I'd be properly equipped to deal with these, but I'm not.

At this point I could have easily purchased what I needed for same or next-day delivery, but that would require patience.

IntroductionMandiant is publicly releasing a comprehensive dataset of Net-NTLMv1 rainbow tables to underscore the urgency of migrating away from this outdated protocol.

By releasing these tables, Mandiant aims to lower the barrier for security professionals to demonstrate the insecurity of Net-NTLMv1.

Rainbow tables are almost as old, with the initial paper on rainbow tables published in 2003 by Philippe Oechslin, citing an earlier iteration of a time-memory trade-off from 1980 by Martin Hellman.

The Net-NTLMv1 hash needs to be preprocessed to the DES components using ntlmv1-multi as shown in the next section.

Obtaining a Net-NTLMv1 Hash

🔀 The translation layer — from engineering to executives.

💡 Tip If you have an opportunity to talk to your exec team, ask questions.

In this section I’ll explain some of that context and then talk about where the translation layer comes in.

It’s likely that the exec team will translate the exec goals into language that makes sense to each of their disciplines and your CTO probably does this for you.

Here, we are talking about using the translation layer in the other direction – for your work to make sense.

@corbet @lwn subscriber.lwn.net that is only available for subscribers.

One can either join the que with AI bots for lwn.net or subscribe and enjoy the snappy subscriber server.

I mean that's not a great solution, but it's the only one that works.

Slop is Everywhere For Those With Eyes to SeeThe size of your plate can influence how much food you eat.

We don't see it because, well, we're conditioned not to, but slop always arrives on time.

Slop is everywhere for those with eyes to see.

Vine creators exposed and exploited a weakness in Vine's conventional approach to social media.

Or the social web.

To explore how they can enrich rather than reduce, I set Claude Code up with tools to mine a library of 100 non-fiction books.

What I learnedClaude Code is great for non-coding tasksEven though I’ve been using Claude Code to develop for months, my first instinct for this project was to consider it as a traditional pipeline of several discrete stages.

I ended up using Claude as my main interface to the project.

Claude suggested improvements, which Claude implemented, so Claude could do the work better.

< topics query = " deception " count = " 1 " > < topic id = " 47193 " books = " 7 " score = " 0.0173 " label = " Deception " > < chunk id = " 186 " book = " 1 " > < topic id = " 47192 " label …

This Copernicus Sentinel-2 image over the South Atlantic Ocean features a close-up view of the A23a iceberg, once the world’s largest.

At the time it measured around 4000 sq km – more than three times the size of Rome – making it the largest iceberg in the world.

Although it has lost about three-quarters of its surface area, A23a is still one of the largest icebergs floating in open waters, covering roughly 1000 sq km.

The disintegration is typical of icebergs that reach this far north and is caused by the warmer sea temperatures and weather conditions.

As A23a is travelling towards even warmer waters pushed by the currents, it will soon experience a similar fate to other megabergs that hav…

Comments

Comments

STFU 🤫i was at bombay airport.

some dude was watching reels on full volume and laughing loudly.

so i built a tiny app that plays back the same audio it hears, delayed by ~2 seconds.

straight up honest - originally called this "make-it-stop" but then saw @TimDarcet also built similar and named it STFU.

made with spite and web audio api.

Comments

I am a big fan of Claude Opus as it has been very good at understanding feature requests and generally staying consistent with my codebase (completely written from scratch using Opus).

I've noticed recently that when I am using Opus at night (Eastern US), I am seeing it go down extreme rabbit holes on the same types of requests I am putting through on a regular basis.

It is more likely to undertake refactors that break the code and then iterates on those errors in a sort of spiral.

A request that would normally take 3-4 minutes will turn into a 10 minute adventure before I revert the changes, call out the mistake, and try again.

I haven't performed a like for like test and that would be int…

Scan QR codeView Product in Augmented RealityView the system in augmented reality and see how it fits into your space.

*Currently supported on the iPhone on iOS 12+ and Android 8.0+ with ARCore 1.9

The move marks a significant departure from the United States’ hardline protectionist stance and could bring affordable EV options like the BYD Seagull to Canadian roads as early as this year.

For the last two years, Canada has largely walked in lockstep with the US regarding Chinese EV tariffs.

Following the Biden administration’s move to impose 100% tariffs on Chinese EVs, Canada implemented similar surtaxes, effectively freezing companies like BYD, Nio, and Zeekr out of the market.

The reality is that Chinese automakers are currently building some of the best, most affordable EVs in the world.

The US has been trying to build a “Fortress North America” against Chinese EVs.

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…

GitHub is officially supporting using your Copilot Pro, Pro+, Business, or Enterprise subscription with OpenCode.

GitHub Copilot now fully supports authentication with OpenCode through a formal partnership, allowing you to use your existing Copilot subscription across more of your development workflow.

Getting started with OpenCode and GitHub Copilot is simple:In OpenCode, run /connect and select GitHub Copilot .

Start using OpenCode powered by Copilot.

All developers with paid GitHub Copilot subscriptions (Pro, Pro+, Business, or Enterprise) can now authenticate into OpenCode using their Copilot credentials—no additional AI license needed.

The agents ran for close to a week, writing over 1 million lines of code across 1,000 files.

Cursor's blog post provides no reproducible demo and no known-good revision (tag/release/commit) to verify the screenshots, beyond linking the repo.

Regardless of intent, Cursor's blog post creates the impression of a functioning prototype while leaving out the basic reproducibility markers one would expect from such claim.

They never explicitly claim it's actually working, so no one can say they lied at least.

In the blog post they never provide a working commit, build instructions or even a demo that can be reproduced.

Comments

I pressed j twenty times instead of running 20j , or manually deleted code inside parenthesis instead of running di( .

My goal: set every Vim optionThat desire for expertise led me on a quest to set all of Vim’s options.

Surely, setting every Vim option would make me the fluent expert I wanted to be…right?

I pored over every single Vim option and made a decision.

I had set every single Vim option.

Matryoshka is a tool for document analysis that achieves over 80% token savings while enabling interactive and exploratory analysis.

The key insight of the tool is to save tokens by caching past analysis results, and reusing them, so you do not have to process the same document lines again.

(grep "class ") ; Find all class definitions (count RESULTS) ; Count them (map RESULTS (lambda x ; Extract class names (match x "class (\\w+)" 1)))We observe that the declarative interface retains its robustness even when the LLM employs different vocabulary or sentence structures.

Chain Operations(count RESULTS) → 122 (filter RESULTS ...) → "Filtered to 45 results" (map RESULTS ...) → Transforms bound t…

Comments

smalloc -- a simple memory allocatorsmalloc is suitable as a drop-in replacement for ptmalloc2 (the glibc memory allocator), libmalloc (the Macos userspace memory allocator), jemalloc , mimalloc , snmalloc , rpmalloc , etc.

reading or writing a specific memory location) imposes costs on the operating system's virtual memory subsystem, reserving virtual memory address space does not.

Here is how the information is encoded into memory addresses of slots and of bytes of data within a slot (memory addresses shown in binary notation).

A free list entry contains the slot number of the next free list entry (or a sentinel value if there is no next free list entry, i.e.

the second free-list entry, "…

To scratch an itch, I’m about to work on a layouting/diagraming tool like d2lang and Graph::Easy, but with a really narrow scope.

So I’m looking for good libraries that would make it pleasurable to draw shapes and connecting lines (never did UI work in my life), with easy exporting to SVG.

I’m curious to hear about your favorite, go-to libraries for these kinds of tasks, and what makes them special.

helg@sf@Following a recent series of commits by Helg Bredow ( and Stefan Fritsch (), OpenBSD/arm64 now works as a guest operating system under the Apple HypervisorThe commits readList: openbsd-cvs Subject: CVS: cvs.openbsd.org: src From: Helg Bredow <helg () cvs !

On the Apple Hypervisor, the kernel would panic.

If the hypervisor requests a MTU larger than ETHER_MAX_HARDMTU_LEN, redo feature negotiation without VIRTIO_NET_F_MTU.

With this commit, OpenBSD finally works on Apple Virtualization.

Input and testing from @helg ok jan@This development will be most welcome for those of us who run with newer Apple Silicon Mac models.

Short-lived and IP address certificates are now generally available from Let’s Encrypt.

In order to get a short-lived certificate subscribers simply need to select the ‘shortlived’ certificate profile in their ACME client.

IP address certificates allow server operators to authenticate TLS connections to IP addresses rather than domain names.

IP address certificates must be short-lived certificates, a decision we made because IP addresses are more transient than domain names, so validating more frequently is important.

You can learn more about our IP address certificates and the use cases for them from our post announcing our first IP Certificate.

format = Texture :: Format :: R16G16B16A16_SFLOAT , .

usage = Texture :: Usage :: COLOR_ATTACHMENT | Texture :: Usage :: TRANSFER_SRC , .

Going back to my example, before C++17 you could have written it this way:Texture :: Desc desc { Texture :: Format :: R16G16B16A16_SFLOAT , Texture :: Usage :: COLOR_ATTACHMENT | Texture :: Usage :: TRANSFER_SRC , device .

Compare with old fashioned member-wise assignment:Texture :: Desc desc ; desc .

usage = Texture :: Usage :: DEPTH_STENCIL_ATTACHMENT , .

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

Phuong Nguyen / Reuters:

Vietnam's military-run telecom company Viettel begins construction of the country's first chip plant, with trial production expected to start by late 2027 — Vietnam's military-run telecom company Viettel on Friday began construction of the country's first semiconductor fabrication plant …

Tamara Djurickovic / Tech.eu:

Istanbul-based TaleMonster Games, the studio behind the puzzle game Match Valley, raised a $30M Series A led by Arcadia Gaming Partners and a16z — The mobile game studio behind the innovative puzzle title Match Valley will use the new investment to scale its category-creating casual game.

SemiAnalysis:

Analysis: Colossus 2, one of the world's largest AI datacenters, will use as much water/year as 2.5 average In-N-Outs, assuming only drinkable water and burgers — A different perspective on the datacenter water debate, forget tokens/watt or tokens/dollar, it's about tokens/burger …

Alex Heath / Sources:

Unsealed docs from Elon Musk's OpenAI lawsuit, set for a jury trial on April 27: Sutskever's concerns about treating open-source AI as a “side show”, and more — This is an excerpt of Sources by Alex Heath, a newsletter about AI and the tech industry, syndicated just for The Verge subscribers once a week.

Alex Heath / The Verge:

Unsealed docs from Elon Musk's OpenAI lawsuit, set for a jury trial on April 27, show Sutskever's concerns about treating open-source AI as a “side show”, more — Highlights from Musk v. Altman. … Elon Musk first sued OpenAI in February 2024.

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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I am putting together a community-maintained directory of personal websites at .

If you have a personal website, I would be glad if you shared it here.

Please let me know if you do not want your website to be included in the directory.

By the way, see also 'Ask HN: Could you share your personal blog here?'

Any personal website is welcome, whether it is a blog, digital garden, personal wiki or something else entirely.

“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.

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.

I'm a longtime Google Maps (and Google Earth) user.

Show moreElyse Betters Picaro / ZDNETOffline maps and data use Winner: Google Maps, for letting you download maps Waze needs a data connection for pretty much everything.

AI voice assistance Google Maps (near tie) Gemini is live in both apps, but it's more fully integrated in Google Maps.

It might cache part of a route, but it doesn't offer true offline maps as Google Maps does.

Also: I ditched Google Maps for this free alternative that doesn't track me - or drain my battery To enable Incognito Mode in Google Maps, tap your profile photo and select "Turn on Incognito mode."

Read on to explore all our recommendations for the best CRM software of 2026.

Sort by AllThe best CRM software of 2026Show less View now at Salesforce Salesforce Starter CRM is my top choice for businesses looking to adopt a CRM platform in 2026.

CRM software FAQs Is there a free CRM?

Capsule CRM Best alternative for small businesses Capsule CRM is a CRM system that can help startups and small organizations manage team workflows.

Read More Show Expert Take Show lessIf you're looking for a guide on the best free CRM software, look no further.

Companies must obsess over the "soil" (the underlying data infrastructure), the "nutrients" (the continuous flow of valuable, relevant data), and the "topography" (the user experience and process design).

Data as lifeblood: the nutrient balanceAt its core, water and nutrients are the lifeblood of a lawn.

In the enterprise context, data is the nutrient and the water.

Without a modern pump to move clean data to AI agents, the enterprise lawn cannot achieve autonomous growth.

The enterprise lawn emphasizes that data must move at the speed of need to avoid the technical debt of brown patches and neglect.

ZDNET key takeawaysTromjaro is a Manjaro-based Linux distribution.

This distro uses Xfce desktop and includes well-curated apps.

This Linux distribution can compete with any lightweight OS on the market.

Applied the same fixes for the entire XFCE desktop for themes and icons.

Part of the reason for this success is the Xfce desktop, but you cannot discount the optimizations the developers have considered.

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.

The country is dropping its import tax from 100% to just 6.1%, with an initial annual cap of 49,000 cars.

These controversial topics include self-harm, abortion, suicide, and domestic and sexual abuse.

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 …

Longtime Slashdot reader hackingbear shares a report from the Washington Times: Breaking with the United States, Canada has agreed to cut its 100% tariff [back to 6.1%] on Chinese electric cars in return for lower tariffs on Canadian farm products, Prime Minister Mark Carney said Friday after meeting Chinese President Xi Jinping in Beijing. He said there would be an initial annual cap of 49,000 vehicles on Chinese EV exports to Canada, growing to about 70,000 over five years. Prior to the 100% tariff, China exported about 41,000 vehicles to Canada in 2023. In exchange, China will reduce its total tariff on canola seeds, a major Canadian export, from 84% to about 15%, he told reporters. Carn…

An anonymous reader quotes a report from Ars Technica: On Thursday, Taiwan Semiconductor Manufacturing Company (TSMC) reported record fourth-quarter earnings and said it expects AI chip demand to continue for years. During an earnings call, CEO C.C. Wei told investors that while he cannot predict the semiconductor industry's long-term trajectory, he remains bullish on AI. "All in all, I believe in my point of view, the AI is real -- not only real, it's starting to grow into our daily life. And we believe that is kind of -- we call it AI megatrend, we certainly would believe that," Wei said during the call. "So another question is 'can the semiconductor industry be good for three, four, five…

An anonymous reader shares a report: The prospect of Britain realigning its financial rules with the European Union has passed, and the country should avoid linking its regulations to any single jurisdiction, the ambassador for London's financial services sector told Reuters. Nearly a decade after Brexit, newly appointed Lady Mayor of London Susan Langley said that while maintaining dialogue with the EU remained important -- particularly on defence -- Britain should work with all nations that share its values and respect the rule of law. "We've still got huge alignment with Europe, cash flows between us are huge... Would we ever go back in terms of regulation? I think we've moved away from …

A new study from Cornell and University of Toronto researchers has found that polyester microfibers shed from synthetic clothing during laundry can interfere with cherry tomato plant development [non-paywalled source] when these particles accumulate in agricultural soil. Plants grown in contaminated soil were 11% less likely to emerge, grew smaller and took several days longer to flower and ripen. Household laundry is a leading source of this contamination. Treated sewage sludge retains roughly 90% of microfibers from washers, and farmers in some countries apply this material to up to 75% of cropland as fertilizer. Some scientists have questioned the methodology. Willie Peijnenburg, a profe…

A researchers' propensity for risky projects is passed down to their doctoral students -- and stays with trainees after they leave the laboratory, according to an analysis of thousands of current and former PhD students and their mentors. From a report: Science involves taking risks, and some of the most impactful discoveries require taking big bets. However, scientists and policymakers have raised concerns that the current academic system's emphasis on short-term outcomes encourages researchers to play it safe. Studies have shown, for example, that risky research is less likely to be funded. Anders Brostrom, an economist studying science policy at the University of Gothenburg in Sweden, an…

An anonymous reader shares a report: A hit song has been excluded from Sweden's official chart after it emerged the "artist" behind it was an AI creation. I Know, You're Not Mine -- or Jag Vet, Du Ar Inte Min in Swedish -- by a singer called Jacub has been a streaming success in Sweden, topping the Spotify rankings. However, the Swedish music trade body has excluded the song from the official chart after learning it was AI-generated. "Jacub's track has been excluded from Sweden's official chart, Sverigetopplistan, which is compiled by IFPI Sweden. While the song appears on Spotify's own charts, it does not qualify for inclusion on the official chart under the current rules," said an IFPI Sw…

OpenAI said Friday that it will begin testing ads on ChatGPT in the coming weeks, as the $500 billion startup seeks new revenue streams to fund its continued expansion and compete against rivals Google and Anthropic. The company had previously resisted embedding ads into its chatbot, citing concerns that doing so could undermine the trustworthiness and objectivity of responses. The ads will appear at the bottom of ChatGPT answers on the free tier and the $8-per-month ChatGPT Go subscription in the U.S., showing only when relevant to the user's query. Pro, Business, and Enterprise subscriptions will remain ad-free. OpenAI expects to generate "low billions" of dollars from advertising in 2026…

Seattle was late to the light rail party -- the city rejected transit ballot measures in 1968 and 1971, missing out on federal funding that built Atlanta's MARTA, and didn't approve a plan including rail until 1996 -- but the Pacific Northwest city is now in the middle of a multibillion-dollar building boom that has produced the highest post-pandemic ridership recovery of any US light rail system. The Link system opened its first line in 2009, funded largely by voter-approved tax measures from 2008 and 2016. The north-south 1 Line now stretches 41 miles after a $3 billion extension to Lynnwood opened in June 2025 and a $2.5 billion leg to Federal Way debuted in December. Ridership is up 24%…

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

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

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

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

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

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

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

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

site on the host, but produced with

Django running locally. In 2021, it became a

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

the old-fashion…

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.update(v.encode("utf-8")) case bytes(): self.hash.update(v) case int() | float(): self.…

Update: I found a solution which I describe in

Generating data shapes with Hypothesis.In coverage.py, I have a class for computing the fingerprint of a data

structure. It’s used to avoid doing duplicate work when re-processing the same

data won’t add to the outcome. It’s designed to work for nested data, and to

canonicalize things like set ordering. The slightly simplified code looks like

this:class Hasher: """Hashes Python data for fingerprinting.""" def __init__(self) -> None: self.hash = hashlib.new("sha3_256") def update(self, v: Any) -> None: """Add `v` to the hash, recursively if needed.""" self.hash.update(str(type(v)).encode("utf-8")) match v: case None: pass case str(): self.hash.u…

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

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

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

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

Today is the publication of the third edition of Autism

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

wife Susan’s book collecting stories and experiences from

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

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

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

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

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

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

Today is the publication of the third edition of Autism

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

wife Susan’s book collecting stories and experiences from

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

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

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

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

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

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

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

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

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

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

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

you don’t follow this rule, and then it can break much later. Why?Let’s say you have code like this:# user.py def get_user_settings() -> 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…

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…

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.

The Most Powerful Online Python Compiler PlayCode's Python compiler lets you run Python code instantly in your browser with zero setup, no installation, and no waiting.

Whether you're learning Python for the first time, practicing coding skills, or testing code snippets, our online Python compiler makes it easy to write code and see results immediately.

Unlike traditional online Python interpreters that run code on remote servers, PlayCode runs Python entirely in your browser using WebAssembly (Pyodide).

A Python compiler transforms your Python source code into bytecode that can be executed by the Python interpreter.

PlayCode's online Python compiler uses Pyodide, which compiles CPython to …

Video PreviewYour generated video will appear here.

Enter a voice over and click generate to start.

Claude CLI Protocol GeneratorThis tool generates comprehensive documentation of the protocol between the Claude Agent SDK for Python and the Claude Code CLI.

Claude SDK and a lot of tools are built around Claude CLI.

CLI Invocation Capture (No CLI execution required)Instantiates SubprocessCLITransport with various ClaudeAgentOptions configurations and calls _build_command() to capture the exact CLI arguments.

This discovers:All CLI flags and their valuesEnvironment variables set by the SDKMapping from ClaudeAgentOptions fields to CLI flags2.

Protocol Trace Capture (Requires CLI execution)Runs actual CLI interactions with different options to capture real JSON messages exchanged over stdio.

┌─────────────────────────┐ │ 🧑‍💻 Code with Claude │ └───────────┬─────────────┘ ▼ ┌──────────────┐ │ Decision?

│ └──────┬───────┘ ▼ ┌─────────────────────────┐ │ @codesyncer-decision │ │ @codesyncer-inference │ └───────────┬─────────────┘ ▼ ┌─────────────────────────┐ │ 📝 Saved in code │ └───────────┬─────────────┘ ▼ ┌─────────────────────────┐ │ 🔄 Next session │ │ Claude reads code │ └───────────┬─────────────┘ ▼ ┌─────────────────────────┐ │ ✅ Context recovered!

SETUP (once) │ │ $ npm install -g codesyncer │ │ $ codesyncer init │ │ → Creates CLAUDE.md, SETUP_GUIDE.md │ └─────────────────────────────────────────────────────────────┘ ↓ ┌─────────────────────────────────────────────────────…

your flow anywhere your favorite place one day.

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Get itcurl -fsSL https://raw.githubusercontent.com/elleryfamilia/thicc/main/install.sh | shThis installs to ~/.local/bin (no sudo required).

For system-wide install:curl -fsSL https://raw.githubusercontent.com/elleryfamilia/thicc/main/install.sh | GLOBAL=1 shOr build from source:git clone https://github.com/elleryfamilia/thicc cd thicc make build mv thicc ~ /.local/bin/ # or: sudo mv thicc /usr/local/binRun itthicc # Opens the dashboard thicc .

Linux:mkdir -p ~ /.local/share/fonts cd ~ /.local/share/fonts curl -fLO https://github.com/ryanoasis/nerd-fonts/releases/latest/download/JetBrainsMono.zip unzip JetBrainsMono.zip && fc-cache -fvNightly BuildsWarning: Nightly builds are automatically …

Once your style is learned, every piece of content you create with Creaibo will automatically carry your unique voice.

From blog posts to social media, your AI-generated content will be indistinguishable from your own writing.

Hey HN,With Anthropic's Claude Cowork launch, there's renewed interest in agentic AI. Cowork is impressive for single-agent file management — but we've been working on a different problem: what happens when you connect multiple agents into a network?OpenAgents is open-source infrastructure for building AI agent networks. Think of it as the plumbing for multi-agent collaboration.Core ideas:- Agents join networks and discover peers dynamically

- Protocol-agnostic: WebSocket, gRPC, HTTP, libp2p

- Shared artifacts (files, knowledge bases) with access control

- Works with any LLM provider (Claude, GPT, open-source models)

- Mod-driven architecture for different collaboration patternsWe're releas…

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Run your coding agent from your phone, with voice Discussion | Link

Execute outbound at the speed of thought. Discussion | Link

Present live, record your screen, look pro on camera Discussion | Link

Preview your keycap + keyboard combos Discussion | Link

Now you can tailor a single newsletter for every reader Discussion | Link

A fast, local-first Markdown editor for real work. Discussion | Link

Ad free flight tracking for aviation enthusiasts Discussion | Link

Build AI game bots with no code required Discussion | Link

Private, offline AI for iPhone, and iPad Discussion | Link

Translate with ChatGPT Discussion | Link

Open source Cursor-like UI for Claude Code Discussion | Link

Design automation in Figma using AI and natural language Discussion | Link

Open translation on Google models, supporting 55 languages Discussion | Link

ADB in your browser + AI assistant with no install required Discussion | Link

Discover festivals, plan your trips, and never miss a beat Discussion | Link

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

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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 ...

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...

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...

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 […]