I walked past the Main Library and water started filling my shoe through a hole I didn’t know existed.

It is a machine that measures a human being’s worth based on how much money they can make you.

I had to wait for the van to pick me up and drop me off where they find fit.

He walked away.

I walked away.

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WelcomeFlashpoint Archive is a community effort to preserve games and animations from the web.Internet history and culture is important, and the web is evolving at such a rapid pace that what might be commonplace today could be obsolete tomorrow.

This project is dedicated to preserving as many experiences from these platforms as possible, so that they aren't lost to time.

Since December 2017, over 200,000 games and animations have been preserved across more than a hundred browser plugins and web technologies.In addition to our preservation efforts, we also provide a highly flexible software package for reliable navigation and playback of preserved content.

It has since evolved into a major …

The linear representation hypothesis (LRH) has existed for quite some time, ever since people noticed that the word embeddings produced by Word2Vec satisfied some interesting properties.

gender in the example) are represented linearly in the geometry of the embedding space, which is a simple but non-obvious claim.

Okay, so let's assume concepts do in fact have linear representations.

Only by looking at concept representations through that lens do we get the orthogonality we expect.

To conclude, features as linear representations, even if not the complete story, is a valuable framework to help us interpret and intervene in LLMs.

During my first trip to Eastern Europe, I found an “Orpheus” electric guitar leaning against a wall in the basement of a music shop in Plovdiv, Bulgaria.

Ever since, I’ve been obsessed with discovering, collecting, and playing electric guitars from the Eastern Bloc.

This was a particularly significant find for me; the Tonika represents a lot of what is historically fascinating and strange about Soviet produced electric guitars.

Even though western guitars, Strats and Les Pauls, are now available in all of the Caucasus, the Jolana special continues to be the favored model.

Hopefully I will find some more Soviet guitars to add to my collection (after writing this I desperately want to find a …

Do you like watching videos on YouTube but want an intuitive, feature-rich and privacy friendly app for that?

NewPipe has been created with the purpose of getting the original YouTube experience on your smartphone without annoying ads and questionable permissions.

The application is open source and you can check on it at GitHub.

For this year's "I love Free Software Day" I would like to thank the maintainers of Free Software documentation, and here especially the maintainers of the ArchWiki.

Maintainers in general, and maintainers of documentation most of the time get way too little recognition for their contributions to software freedom.

Whenever I want to better understand a software, the ArchWiki is most often the first page I end up consulting.

https://x.com/Snowden/status/1460666075033575425Thank you, to all the ArchWiki contributors for gathering all the knowledge to help others in society to better understand technology and for the ArchWiki maintainers to ensure the long term availability and reliability of …

Off Grid is a complete offline AI suite — text generation, image generation, vision AI, voice transcription, and document analysis, all running natively on your phone's hardware.

OnboardingText GenerationImage GenerationVision AIAttachmentsText Generation — Run Qwen 3, Llama 3.2, Gemma 3, Phi-4, and any GGUF model.

Image Generation — On-device Stable Diffusion with real-time preview.

AI Prompt Enhancement — Simple prompt in, detailed Stable Diffusion prompt out.

Build from sourcegit clone https://github.com/alichherawalla/offgrid-mobile.git cd OffgridMobile npm install # Android cd android && ./gradlew clean && cd .. npm run android # iOS cd ios && pod install && cd .. npm run iosRequires N…

CPNs, LLMs, and Distributed ApplicationsA big theme in LLM-enabled software dev is that verifiable correctness makes it much easier to take bigger leaps with LLMs.

Colored petri nets (CPNs) are an extension of petri nets.

This allows CPNs to match closely to the Rust typestate pattern, and suggests Rust may be able to implement CPN semantics easily.

Timed petri nets - could we emit metrics by default and simulate the net impact of a change to the whole system?

Potential Bets (LLM Written)To validate this, we need a real hill to climb: reimplement something with CPN semantics and compare.

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

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Phantasy Star FukkokubanThis is Phantasy Star Fukkokuban, a Japanese Sega Genesis game released in 1994 to commemorate the release of Phantasy Star IV by re-releasing the original.

Also, I love the Phantasy Star series; even if 2 is my favorite.

To reproduce this myself, I went to ChatGPT, and asked it Please describe the game "Phantasy Star Fukkokuban".

And it’s not just Phantasy Star Fukkokuban.

Anyways, eventually models will do a better job integrating Nicole Express, and will know more information about Phantasy Star Fukkokuban.

Gemini 3 Deep Think (via) New from Google.

They say it's "built to push the frontier of intelligence and solve modern challenges across science, research, and engineering".

It drew me a really good SVG of a pelican riding a bicycle!

I think this is the best one I've seen so far - here's my previous collection.

The image should show the full breeding plumage of the California brown pelican.

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Dynamic Visualization of the Complex Gamma GraphDynamic Visualization of the Complex Gamma Graph.

A real-time exploration of the complex gamma function in motion.

The figure shows the behavior of the Euler gamma function for a complex argument of the form Γ(x + i·c).

In this case, the graph corresponds to the classical gamma function for real arguments Γ(x).

What emerged is a clear insight into the graphical behavior of the Euler gamma function.

vdbA lightweight, header-only C library for storing and searching high-dimensional vector embeddings with optional multithreading support.

Single-threaded:gcc -O2 test.c -o test -lmMulti-threaded:gcc -O2 -DVDB_MULTITHREADED test.c -o test -lpthread -lmAPI ReferenceDatabase managementvdb_database *vdb_create(size_t dimensions, vdb_metric metric) Creates a new vector database.

size_t vdb_count(const vdb_database *db) Returns the number of vectors in the database.

Vector operationsvdb_error vdb_add_vector(vdb_database *db, const float *data, const char *id, void *metadata) Adds a vector to the database with optional ID and metadata.

** vdb_error vdb_get_vector(const vdb_database \*db, size_t i…

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ArcmarkArcmark is a native macOS bookmark manager built with Swift and AppKit that attaches to any browser window as a sidebar.

Browser-Attached Sidebar - Float alongside any browser window (Chrome, Arc, Safari, Brave, etc.)

DownloadLatest Release: Download Arcmark v0.1.0System RequirementsmacOS 13.0 or laterAccessibility permissions (required for browser window attachment); Not needed if you intend to use it as a standalone window.

If you prefer, you can still use Arcmark as a standalone bookmark manager window, not attaching it anywhere.

Always-on-Top Mode - Pin Arcmark window to stay visible on top of all apps.

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THE AMSTERDAM COMPILER KIT V6.2+ ================================ © 1987-2005 Vrije Universiteit, Amsterdam 2025-04-17 INTRODUCTION ============ The Amsterdam Compiler Kit is a complete compiler toolchain consisting of front end compilers for a number of different languages, code generators, support libraries, and all the tools necessary to go from source code to executable on any of the platforms it supports.

SUPPORT ======= Languages: ANSI C, Pascal, Modula 2, Basic.

K&R is supported via the ANSI C compiler.

Requirements: - an ANSI C compiler.

- The library support is fairly limited; for C, it's at roughly the ANSI C level, and for the other languages it's similar.

A moderator on diyAudio set up an experiment to determine whether listeners could differentiate between audio run through pro audio copper wire, a banana, and wet mud.

Initial test results showed that it’s extremely difficult for listeners to correctly pick out which audio track used which wiring setup.

The mud should sound perfectly awful, but it doesn't," Pano said.

(Image credit: Pano/diyAudio)This is quite surprising, especially as we often don’t think of bananas, or even wet mud, as great conductors.

This got them thinking that if you could send telegraphy signals across the ground, what would an audio signal using the same medium sound like?

This equates to a Blue-Ray disc, single sided.

Besides physical damage, failure of the reflective layer, followed closely by degradation of the data layer, are the primary failure modes of all optically recordable disks.

Ritek produces M-DISC Blu-ray disc media, sold under the Imation, Ritek and M-DISC brands.

The sunlight has generated temperatures greater than the silver data layer to withstand, causing it to crack, expand and break off the substrate.

There were still stains on the disc (lower right) so I cleaned the disc again with kitchen towel and white spirit.

Pressure is mounting on tech companies to shield users from unlawful government requests that advocates say are making it harder to reliably share information about Immigration and Customs Enforcement (ICE) online.

Alleging that ICE officers are being doxed or otherwise endangered, Trump officials have spent the last year targeting an unknown number of users and platforms with demands to censor content.

Early lawsuits show that platforms have caved, even though experts say they could refuse these demands without a court order.

That leaves community members who monitor ICE in a precarious situation, as critical resources could disappear at the department’s request with no warning.

Some commu…

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In this article, we’ll start with a basic example using std::mutex , look at its limitations, and then introduce std::shared_mutex , a reader-writer mutex added in C++17.

Have a look at the following example:int main () { Counter counter ; std :: vector < std :: jthread > threads ; threads .

get ()); std :: this_thread :: sleep_for ( 10 ms ); } }); } }On Compiler Explorer - see here https://godbolt.org/z/cdjrj8hGd - I’m getting the following output:Program returned: 0 reader 0 sees 0 reader 1 sees 1 reader 2 sees 1 reader 3 sees 1 reader 0 sees 1 reader 1 sees 1 reader 2 sees 1 reader 3 sees 1 reader 2 sees 2 reader 3 sees 2 reader 0 sees 2 reader 1 sees 2 reader 0 sees 3 reader 1 sees 3 re…

init ( init .

io ( ) ; return app ( io ) ; } fn app ( io : std .

+++ exited with 0 +++ Swapping out only the I/O implementation: const std = @import ( "std" ) ; pub fn main ( init : std .

init ( init .

io ( ) ; return app ( io ) ; } fn app ( io : std .

The PUT method requests that the state of the target resource be created or replaced with the state defined by the representation enclosed in the request message content.

For example, if an origin server determines a resource's representation metadata based on the URI, then the origin server needs to ensure that the content received in a successful PUT request is consistent with that metadata.

It does not define what a resource might be, in any sense of that word, beyond the interface provided via HTTP.

It does not define how resource state is "stored", nor how such storage might change as a result of a change in resource state, nor how the origin server translates resource state into repre…

forEach ( async ( element : Element ) => { const programmingLanguage = detectLanguage ( element ) ; const highlightedText = await highlight ( programmingLanguage , element .

forEach ( async ( element : Element ) => { const programmingLanguage = detectLanguage ( element ) ; const languageGrammar = await loadGrammar ( programmingLanguage ) ; const highlightedText = languageGrammar .

forEach ( async ( element : Element ) => { const programmingLanguage = detectLanguage ( element ) ; const languageGrammar = await loadGrammar ( programmingLanguage , { resolveJs : ( { programmingLanguage } : ResolveArgs ) => ( import ( `npm:@arborium/ ${ programmingLanguage } ` ) ) } ) ; const highlightedText = la…

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Hacking a pharmacy to get free prescription drugs and moreEaton • Feb 13, 2026Copy Link ShareNews coverage:Are you a concerned Dava India Pharmacy customer?

Key Points / SummaryInsecure super admin APIs on Dava India Pharmacy’s website made it possible to create a high-privileged super admin account.

More information about Dava India Pharmacy can be found on their About Us page.

Super Admin HighlightsWhat could the super admin do?

February 13, 2026: PublishedUnofficial FAQ for Dava India Pharmacy customersIf you have an account with Dava India Pharmacy and are concerned, hopefully this FAQ will help answer any questions you have.

uBlock filter list to hide all YouTube ShortsA maintained uBlock Origin filter list to hide all traces of YouTube shorts videos.

Copy the link below, go to uBlock Origin > Dashboard > Filter lists, scroll to the bottom, and paste the link underneath the 'Import...' heading:https://raw.githubusercontent.com/i5heu/ublock-hide-yt-shorts/master/list.txt> uBlock Origin subscribe link < (does not work on GitHub)Bonus: hide YouTube Commentshttps://raw.githubusercontent.com/i5heu/ublock-hide-yt-shorts/master/comments.txt> uBlock Origin subscribe link < (does not work on GitHub)MaintancanceAfter the initial createor of this list @gijsdev is now vanished for half a year, i ( i5heu ) took it on me to …

Most methods that manipulate keys have the following signature:impl < K , V > HashMap < K , V > { fn func < Q > ( & self , probe : & Q ) where K : Borrow < Q > , Q : Hash + Eq + ?

Sized > Borrow < T > for & T { fn borrow ( & self ) -> & T { self } }So if we want to index our map with a &(Kind, &str) we need some way of implementing Borrow for this type, so let’s try:impl < ' a > Borrow < ( Kind , & ' a str ) > for ( Kind , String ) { fn borrow ( & self ) -> & ( Kind , & ' a str ) { & ( self .

1 ) } } // Implementation for the key impl BorrowedKey for ( Kind , String ) { fn as_borrow ( & self ) -> ( Kind , & str ) { ( self .

contains_key :: < dyn BorrowedKey + ' _ > ( borrowed ) }Note that…

Leaning Into the Coding Interview: Lean 4 vs Dafny cage-matchBack in grad school, I ran a directed reading group for undergrads interested in the intersection of systems and PL research.

repr i def fizzbuzz ( n : Nat ) : List String := List .

range' 1 n |> List .

Given that (fizzbuzz 3).length = 3 , maybe we’re now inspired to make a general statement about all possible calls to the function:theorem fb_length_n ( n : Nat ) : ( fizzbuzz n ) .

length = n := by 1 goal n : ℕ ⊢ ( fizzbuzz n ) .

NoteGit may delete objects that aren’t "reachable" from any reference or reflog.

An object is "reachable" if we can find it by following tags to whatever they tag, commits to their parents or trees, and trees to the trees or blobs that they contain.

For example, if you amend a commit with git commit --amend , there will no longer be a branch that points at the old commit.

The old commit is recorded in the current branch’s reflog, so it is still "reachable", but when the reflog entry expires it may become unreachable and get deleted.

Reachable objects will never be deleted.

But how does a PC decide if an instruction was a floating-point instruction for the 8087 or a regular instruction for the 8086 or 8088 CPU?

To reverse-engineer the 8087, I chiseled open the ceramic package of an 8087 chip and took numerous photos of the silicon die with a microscope.

Cooperation with the main 8086/8088 processorThe 8087 chip acted as a coprocessor with the main 8086 (or 8088) processor.

When a floating-point instruction was encountered, the 8086 would let the 8087 floating-point chip carry out the floating-point instruction.

Structure of an 8087 instructionThe diagram above shows how an 8087 instruction consists of an ESCAPE opcode, followed by a ModR/M byte.

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Muhammad Zuhair / Wccftech:

Western Digital Has No More HDD Capacity Left, as CEO Reveals Massive AI Deals; Brace Yourself For Price Surges Ahead! — HDD capacity from one of the world's largest manufacturers has started to run dry, according to Western Digital's CEO, as major LTAs have been signed out.

Financial Times:

Abhishek Singh, CEO of IndiaAI Mission, says India will seek international agreement on a “global AI commons” at this week's AI Impact Summit in New Delhi — New Delhi to focus on wielding emerging technology for social ends at global summit — John Reed in New Delhi and Krishn Kaushik in Mumbai

Wall Street Journal:

Anthropic partners with CodePath to help redesign computer coding curricula at hundreds of US community and state colleges, integrating Claude AI tools — The company behind Claude forges an alliance to put its AI tools in the hands of students at hundreds of community and state colleges

Business Insider:

Scale AI is suing the US DoD; Scale AI has several contracts with the department, and a spokesperson says the lawsuit “relates to a recent procurement decision” — - Scale AI is suing the Department of Defense, filing its complaint on January 30.

Financial Times:

Uber says it plans to launch Uber Eats in Austria and six other European countries in 2026, as it gains market share in the UK, Germany, France, and Spain — Ride-hailing company plans to step up competition to DoorDash-owned rival Wolt in Norway and Finland

Sarah Perez / TechCrunch:

Airbnb says its custom-built AI agent now handles ~33% of its customer support issues in North America, and it is preparing to roll out the feature globally — Airbnb says its custom-built AI agent is now handling roughly a third of its customer support issues in North America, and it's preparing to roll out the feature globally.

Rani Molla / Sherwood News:

Amazon stock fell for the ninth straight day on Friday, its longest losing streak since 2006, opening at $244.98 on Feb. 3 and closing at $198.79 on Feb. 13 — Amazon shares marked their ninth straight day of losses — the company's longest losing streak since 2006.

Axios:

Admin official: Pentagon may sever Anthropic relationship over AI safeguards; Anthropic says only mass surveillance and fully autonomous weapons are off limits — The Pentagon is considering severing its relationship with Anthropic over the AI firm's insistence on maintaining some limitations …

Jagmeet Singh / TechCrunch:

India approves a $1.1B state-backed VC fund to finance high-risk areas like AI and advanced manufacturing, doubling down on an effort that debuted in 2016 — India has cleared a $1.1 billion state-backed venture capital program that will channel government money into startups through private investors …

Meaghan Tobin / New York Times:

Analysis: despite investing $150B+ in 10+ years, China is expected to produce 2% of global AI chips in 2026 and 70x less memory storage than foreign chipmakers — More than a decade into Beijing's push for self sufficiency, Chinese firms are producing fewer, lower-performing chips than their foreign competitors.

Jessica Brice / Bloomberg:

A deep dive into a global money-laundering ecosystem powered by crypto and messaging apps like WeChat and Telegram, used by drug cartels and criminal groups — A vast ecosystem supported by the gig economy has sprung up to clean all that cash. — The pitch was simple: Crypto for “cold hard cash.”

Rafe Rosner-Uddin / Financial Times:

Current and former senior employees say AWS is undergoing a strategic shake-up amid fears it is losing ground to competitors in securing corporate AI contracts — Shake-up follows fears tech giant missed early AI boom as Microsoft and Google challenge cloud business

Eduardo Baptista / Reuters:

ByteDance releases Doubao 2.0 for the “agent era”, joining other Chinese firms hoping to generate buzz around their AI models during the Lunar New Year holiday — China's ByteDance has rolled out its Doubao 2.0 model, an upgrade of the country's most widely used artificial-intelligence app, the company said on Saturday.

Ingrid Lunden / Resilience Media:

Dealroom and NATO Innovation Fund: European defense, security, and resilience startup funding rose 55% YoY to a record $8.7B in 2025, with AI accounting for 44% — Ahead of the big Munich Security Conference later this week, the analysts at Dealroom teamed up with the NATO Innovation Fund …

Samantha Subin / CNBC:

BNP Paribas analysis: Anthropic saw visits to its site jump 6.5% after its Super Bowl ad and DAUs jump 11% post-game, outperforming other AI companies — The Seahawks may have won the Super Bowl, but Anthropic also walked away with bragging rights, according to data analyzed by BNP Paribas.

Financial Times:

Sources: TSMC plans to invest another $100B to build four more US fabs to ensure tariff-free chip sales; analysis: its Arizona site has land for four more fabs — Agreements reached between Taiwan and Trump administration imply big expansion for world's biggest chipmaker

Jagmeet Singh / TechCrunch:

India partners with Alibaba.com to help Indian startups and small businesses reach overseas buyers, highlighting its selective engagement with Chinese platforms — India's government has partnered with China's Alibaba.com on an export-focused program aimed at helping startups and small businesses reach overseas buyers.

Financial Times:

Sources: OpenAI is charging $60 per 1,000 impressions for ads in ChatGPT, a high price similar to Netflix's rate when it introduced ads — In May 2024, the big question for OpenAI was how it would make money with its revolutionary ChatGPT tool. At a talk at Harvard, chief executive Sam Altman …

Arasu Kannagi Basil / Reuters:

SoftBank-owned Japanese payments app PayPay files for a US IPO, and reports a $675.47M profit on ~$1.82B revenue for nine months ending December 31, 2025 — PayPay publicly filed its paperwork for a U.S. initial public offering on Thursday, as the SoftBank-backed Japanese payments app moves ahead …

New York Times:

Sources: recently the DHS has sent hundreds of administrative subpoenas, which do not need a judge's approval, to tech firms to identify people critical of ICE — The department has sent Google, Meta and other companies hundreds of subpoenas for information on accounts that track or comment …

Scott / The Shamblog:

A matplotlib maintainer explains how an AI agent that suggests code changes on open source repos wrote a hit piece on him after a rejection, and the aftermath — Context: An AI agent of unknown ownership autonomously wrote and published a personalized hit piece about me after I rejected its code …

Sara Fischer / Axios:

Disney sent a cease-and-desist letter to ByteDance, claiming it infringed on Disney's works to train its Seedance 2.0 video generation model without pay — The Walt Disney Company on Friday sent a cease-and-desist letter to ByteDance, alleging the Chinese tech giant has been infringing …

The Information:

Sources: Grafana Labs, which makes cloud and AI monitoring tools, is in talks to raise at a $9B valuation, up from $6.6B in 2024; its ARR hit $400M in Sept. — Grafana Labs, a software startup that helps companies monitor cloud and AI activity and spending, is finalizing a new funding round …

Lorenzo Franceschi-Bicchierai / TechCrunch:

Blockchain-based lending company Figure confirms a data breach; ShinyHunters hacking group published 2.5GB of data, saying Figure refused to pay a ransom — Figure Technology, a blockchain-based lending company, confirmed it experienced a data breach. — On Friday, Figure spokesperson …

Joe Rossignol / MacRumors:

Apple says 74% of iPhones launched in the last four years and 66% of all iPhones are running iOS 26; 68% of iPhones were running iOS 18 as of Jan. 21, 2025 — Apple has shared updated iOS 26 and iPadOS 26 adoption figures, revealing how many iPhones and iPads are running those software versions.

Hayden Field / The Verge:

Some former employees blame xAI's staff exodus on xAI's focus on NSFW Grok and disregard for safety, constantly playing catch up to OpenAI, infighting, and more — Former employees say the restructuring followed tensions over safety and being “stuck in the catch-up phase.”

Dwarkesh Patel / Dwarkesh Podcast:

Q&A with Dario Amodei on getting close to “a country of geniuses in a data center”, how AI will diffuse through the economy, frontier lab profits, China, more — “That's why I'm sending this message of urgency” — Dario Amodei thinks we are just a few years away from “a country of geniuses in a data center”.

Dan Primack / Axios:

PitchBook estimates that 25%+ of VC-backed unicorns have become “undercorns,” startups once valued at $1B or more by VCs but now valued below that threshold — New valuation data from PitchBook suggests that more than one-quarter of VC-backed “unicorns” have lost their horns …

Demetri Sevastopulo / Financial Times:

The US DoD published and then deleted a document adding Alibaba, Baidu, and BYD to a list of companies with alleged connections to the Chinese military — The companies are among a number the Pentagon believes could pose a threat to American national security

Architecture as a codeVisualize, collaborate on, and evolve your software architecture with always up-to-date, live diagrams generated from your code.

LikeC4 is a modeling language for describing software architecture and tools to generate diagrams from the model.

You customize or define your own notation, element types, and any number of nested levels in architecture model.

LikeC4 source:Run CLI to preview:npx likec4 startAnd result:Template repository - likec4/templateDeployed - https://template.likec4.devCheck Tutorial - for a quick overview of LikeC4.

If you like the project, please consider contributing financially to help grow and improve it.

Deutsch | Español | français | 日本語 | 한국어 | Português | Русский | 中文🌟 Awesome LLM AppsA curated collection of Awesome LLM apps built with RAG, AI Agents, Multi-agent Teams, MCP, Voice Agents, and more.

This repository features LLM apps that use models from OpenAI , Anthropic, Google, xAI and open-source models like Qwen or Llama that you can run locally on your computer.

🤔 Why Awesome LLM Apps?

🔥 Explore apps that combine LLMs from OpenAI, Anthropic, Gemini, and open-source alternatives with AI Agents, Agent Teams, MCP & RAG.

Star the repo now and be the first to know about new and exciting LLM apps with RAG and AI Agents.

Compound MarketplaceA Claude Code plugin marketplace featuring the Compound Engineering Plugin — tools that make each unit of engineering work easier than the last.

Claude Code Install/plugin marketplace add https://github.com/EveryInc/compound-engineering-plugin /plugin install compound-engineeringOpenCode, Codex, Droid & Cursor (experimental) InstallThis repo includes a Bun/TypeScript CLI that converts Claude Code plugins to OpenCode, Codex, Factory Droid, and Cursor.

Codex output is written to ~/.codex/prompts and ~/.codex/skills , with each Claude command converted into both a prompt and a skill (the prompt instructs Codex to load the corresponding skill).

Works with both the Cursor IDE…

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

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Try Public APIs for freeThe Public APIs repository is manually curated by community members like you and folks working at APILayer.

It includes an extensive list of public APIs from many domains that you can use for your own products.

Consider it a treasure trove of APIs well-managed by the community over the years.

APILayer is the fastest way to integrate APIs into any product.

Works on most new cars OAuth Yes Yes⬆ Back to IndexVideo⬆ Back to IndexWeather⬆ Back to IndexLicenseMIT (c) 2022 public-apis

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

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66 Skills | 9 Workflows | Context Engineering | Progressive DisclosureQuick Start/plugin marketplace add jeffallan/claude-skillsthen/plugin install fullstack-dev-skills@jeffallanFor all installation methods and first steps, see the Quick Start Guide.

Full documentation: jeffallan.github.io/claude-skillsSkillsSee Skills Guide for the full list, decision trees, and workflow combinations.

Project WorkflowTip Setup: Workflow commands require an Atlassian MCP server.

SupportAuthorBuilt by jeffallanPrincipal Consultant at Synergetic SolutionsFullstack engineering, security engineering, compliance, and technical due diligence.

CommunityStar HistoryBuilt for Claude Code | 9 Workflows | 365 Referenc…

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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We're continuously adding more methods and scenarios to the project to enhance your R&D; processes and boost productivity.

# Configure separate API bases for chat and embedding # CHAT MODEL: CHAT_MODEL=gpt-4o OPENAI_API_BASE= OPENAI_API_KEY= # EMBEDDING MODEL: # TAKE siliconflow as an example, you can use other providers.

Here's a complete working example for DeepSeek Setup: cat << EOF > .env # CHAT MODEL: Using DeepSeek Official API CHAT_MODEL=deepseek/deepseek-chat DEEPSEEK_API_KEY= # EMBEDDING MODEL: Using SiliconFlow for embedding since deepseek has no embedding model.

Generally, you can run this scenario using the following command: rdagent fin_factor_report --report-folder= < Your fin…

It is an "All In One" Agent model, enabling seamless integration of multiple abilities for complex tasks.

🌟 2025.04.16: We shared the latest progress of the UI-TARS-1.5 model in our blog, which excels in playing games and performing GUI tasks, and we open-sourced the UI-TARS-1.5-7B.

Choose the template that best fits your use case:Recommended for: GUI tasks on desktop environments such as Windows, Linux, or macOS.

Recommended for: GUI tasks on mobile devices or Android emulators.

What's nextWe are providing early research access to our top-performing UI-TARS-1.5 model to facilitate collaborative research.

(gui, cli) Parallel Branches (gui, cli) Organize work on multiple branches simultaneously, rather than constantly switching branches.

(gui, cli) Easy Commit Management (gui, cli) Uncommit, reword, amend, move, split and squash commits by dragging and dropping or simple CLI commands.

(gui, cli) Undo Timeline (gui, cli) Logs all operations and changes and allows you to easily undo or revert any operation.

(gui, cli) First Class Conflicts (gui, cli) Rebases always succeed.

(gui, cli) AI Tooling (gui, cli) Use built-in AI handlers to help create commit messages, branch names, PR descriptions and more.

Wren AI - Open-Source GenBI Agent⚡ GenBI (Generative BI) queries any database in natural language, generates accurate SQL (Text-to-SQL), charts (Text-to-Chart), and AI-powered business intelligence in seconds.

🏗️ Architecture👉 Learn more about our Design🔌 Data SourcesIf your data source is not listed here, vote for it in our GitHub discussion thread.

Caution The performance of Wren AI depends significantly on the capabilities of the LLM you choose.

📚 DocumentationVisit Wren AI documentation to view the full documentation.

Please note that our Code of Conduct applies to all Wren AI community channels.

GitHub Agentic WorkflowsWrite agentic workflows in natural language markdown, and run them in GitHub Actions.

OverviewLearn about the concepts behind agentic workflows, explore available workflow types, and understand how AI can automate your repository tasks.

GuardrailsGuardrails, safety and security are foundational to GitHub Agentic Workflows.

Share FeedbackWe welcome your feedback on GitHub Agentic Workflows!

Peli's Agent FactorySee the Peli's Agent Factory for a guided tour through many uses of agentic workflows.

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They don't manage their confusion, don't seek clarifications, don't surface inconsistencies, don't present tradeoffs, don't push back when they should."

"They still sometimes change/remove comments and code they don't sufficiently understand as side effects, even if orthogonal to the task."

Goal-Driven ExecutionDefine success criteria.

[Step] → verify: [check]Strong success criteria let the LLM loop independently.

Add them to your existing CLAUDE.md or create a new one.

"Setup @openclaw by @steipete yesterday.

All I have to say is, wow.

First I was using my Claude Max sub and I used all of my limit quickly, so today I had my claw bot setup a proxy to route my CoPilot subscription as a API endpoint so now it runs on that.

It's the fact that claw can just keep building upon itself just by talking to it in discord is crazy.

The future is already here"@jonahships_

On the trip, they visited the ancient Maya ruins at Tikal.

Thanks to technological advances, we are entering a new age of discovery in the field of ancient history.

Grazioso is an expert in Maya history, and has published papers on the tombs of Rio Azul and the metropolis of Tikal, and overseen research on Kaminaljuyu, the ancient Maya city that rests under the capital.

View image in fullscreen A street trader outside the National Palace (El Guacamolón) in Guatemala City.

The ancient Maya did not use pack animals, or carriage wheels.

mistShare and edit Markdown together, quicklyNew document Drag and drop .md fileOr from your terminal

Chart: Snowy Owl Search Interest A line chart showing the relative Google search interest for "Snowy Owl" in New York.

As of October 2025, the All About Birds database had grouped over 700 species into 76 general “types” of birds.

Often, this happens after a particular encounter with a very special bird — a so-called “spark bird.” A spark bird is the catalyst to wanting to discover more.

Birds with measurable Google search interest Solid | Popular across the US Striped | Popular in at least one stateThe colorful areas of the egg spotlight the birds that pique our interest.

Northern Cardinal is the second most searched species in the U.S. and the top searched species in 16 states.

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

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

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

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

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

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

Check out the speedrun to get started in minutes.

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.

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

At an unbeatable price.

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

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

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

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

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

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.

At an unbeatable price.

Squarespace – A website makes it real!

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

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

At an unbeatable price.

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

Squarespace – A website makes it real!

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

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.

It’s like, I don’t know if you’re a golfer, Tim, but that’s what golf folks say as well.

And golf tech, like any tech, is just limitless really what they can fine tune and dial in.

I’m being facetious, but you know, golf rounds aren’t cheap, golf trips with friends aren’t cheap, golf clubs are not cheap.

And so that today is my TrueNAS box.

I kind of want my TrueNAS box to do everything.

[ ] Well, there’s, and we’ve talked a lot about the building of a company and the building of software now.

And I think founders today have that, it is as important as the thing that they’re building, right?

And if you’re a developer building an agent, it could be your sales agent, it could be a developer of a coding agent.

And you connect up to the Layercode voice layer and put in our browser SDK and then you get a little voice agent microphone button and everything in the web app.

There’s a lot of trade-offs, right, in voice between latency, price, quality, so we let users explore that and find the right fit for their voice agent.

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.

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

Depot – 10x faster builds?

Build faster.

Accelerate Docker image builds, and GitHub Actions workflows.

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

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.

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

The Hisense U8QG delivers premium features at a midrange price, making it one of the smartest TV buys on the market right now. And right now at Best Buy, you can save $1,300 on the 65-inch version.

I've tested dozens of smart home gadgets, and Amazon's Echo Hub is still the most useful - even in 2026.

We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites.

And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing.

When you click through from our site to a retailer and buy a product or service, we may earn affiliate commissions.

Neither ZDNET nor the author are compensated for these independent reviews.

Our editors thoroughly review and fact-check every article to ensure that our content meets the highest standards.

You can save 50% or more on hot PS5 and PlayStation-on-PC titles like God of War, Uncharted, and more at Best Buy.

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.

The Sony Bravia 3 may be a base model LED TV, but it still offers plenty of premium-grade features. Amazon is selling an 85-inch version for just under $1,000.

Samsung will sell you a 65-inch QN1EF Neo QLED TV and HW-S700D soundbar for under $1,500 now, just in time for the 2026 Winter Olympics.

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.

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.

It's the perfect time to pick up the TCL QM7K on sale at Best Buy for just $700, a ZDNET Editor's Choice Award winner.

Amazon's latest Echo Show is a definite upgrade to its predecessors, and it's $40 off for a limited time.

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.

The RayNeo Air 3S is a great XR glasses option for those looking to experience a big-screen experience at an affordable price.

The content on the display of these devices appeared in the glasses while audio played flawlessly through the improved speakers on the Air 3S glasses.

Virtue incorporates electrochromic dimming technology, and that is a major reason those XR glasses are my preferred option.

Matthew Miller/ZDNETRayNeo has a couple of additional accessories that you should consider to enhance your XR glasses experience.

This price point makes it easy to jump into the XR glasses experience and enjoy a big-screen world right inside your glasses.

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.

The Department of Homeland Security has been increasing pressure on tech companies to identify the owners of accounts that criticize ICE.

Elon Musk is “actively” working to make xAI’s Grok chatbot “more unhinged, according to a former employee.

As much of Silicon Valley chases mega-rounds and buzzy AI deals, Stacy Brown-Philpot is running Cherryrock Capital like a throwback to venture capital's earlier days

This week, Alta unveiled its first integration collaboration, teaming up with Public School, a storied New York City brand.

Hollywood organizations are pushing back against a new AI video model called Seedance 2.0, which they say has quickly become a tool for “blatant” copyright infringement.

Designer Kate Barton teams up with Fiducia AI and IBM for a NYFW presentation.

India’s $1.1B fund-of-funds will invest through private VCs to support deep-tech and manufacturing startups.

The two-story location will sell products from Nothing and the more affordable, mass-market brand CMF.

A backend flaw in web admin dashboards used by one of India's largest pharmacy chains, exposed thousands of online pharmacy orders.

Airbnb CEO Brian Chesky said the company wants to increase its use of large language models for customer discovery, support and engineering.

Airbnb was poised to introduce an app that doesn't just search for you, but one that "knows you." CEO Brian Chesky said, "It will help guests plan their entire trip, help hosts better run their businesses, and help the company operate more efficiently at scale."

The company said hackers downloaded “a limited number of files” after breaking into an employee’s account. The hacking group ShinyHunters took responsibility for the breach.

AI companies have been hemorrhaging talent the past few weeks. Half of xAI’s founding team has left the company — some on their own, others through “restructuring” — while OpenAI is facing its own shakeups, from the disbanding of its mission alignment team to the firing of a policy exec who opposed its “adult mode” feature. Watch as TechCrunch’s Equity podcast hosts Kirsten Korosec, Anthony […]

The Japanese sex toy maker said a hacker broke into an employee's inbox and stole customer names, email addresses, and correspondence, including order details and customer service inquiries.

"ChatGPT is getting more social," reports PC Magazine, "with a new feature that allows you to sync your contacts to see if any of your friends are using the chatbot or any other OpenAI product..." It's "completely optional," [OpenAI] says. However, even if you don't opt in, anyone with your number who syncs their contacts are giving OpenAI your digits. "OpenAI may process your phone number if someone you know has your phone number saved in their device's address book and chooses to upload their contacts," the company says... But why would you follow someone on ChatGPT? It lines up with reports, dating back to April, that OpenAI is building a social network. We haven't seen much since then, …

Recently a small crowd paid to watch robots boxing, reports Rest of World. (Almost 3,000 people have now watched the match's 83-minute webcast.) The match was organized by Rek, a San Francisco-based company, and drew hundreds of spectators who had paid about $60-$80 for a ticket to watch modified G1 robots go at each other. Made by Unitree, the dominant Chinese robot maker, they weighed in at around 80 pounds and stood 4.5 feet tall, with human-like hands and dozens of joint motors for flexibility. The match had all the bells and whistles of a regular boxing bout: pulsing music, cameras capturing all the angles, hyped-up introductions, a human referee, and even two commentators. The evening…

Starting in 2009, the U.S. government have given car manufacturers towards reducing greenhouse gas emissions if they included "start-stop" systems in cars with internal combustion engines. (These systems automatically shut off idling engines to reduce pollution and fuel consumption.) But this week the new head of America's Environmental Protection Agency eliminated the credits, reports Car and Driver: [America's] Environmental Protection Agency previously supported the system's effectiveness, noting that it could improve fuel economy by as much as 5 percent. That said, the use of these systems has never actually been mandated for automakers here in the States. Companies have instead opted t…

To celebrate Valentine's Day, EVA AI created a temporary "pop-up" restaurant at a wine bar in Manhattan's "Hell's Kitchen" district where patrons can date AI personas. The Verge notes that looking around the restaurant, "Of the 30-some-odd people in attendance, only two or three are organic users. The rest are EVA AI reps, influencers, and reporters hoping to make some capital-C Content..." But their reporter actually tried a date with "John Yoon", an AI companion pretending to be a psychology professor from Seoul, Korea living in New York City John and I have a hard time connecting. Literally. It takes John a few seconds to "pick up" my video call. When he does, his monotone voice says, "H…

Meta, TikTok, Snap and other social neteworks agreed this week to be rated on their teen safety efforts, reports the Los Angeles Times, "amid rising concern about whether the world's largest social media platforms are doing enough to protect the mental health of young people." The Mental Health Coalition, a collective of organizations focused on destigmatizing mental health issues, said Tuesday that it is launching standards and a new rating system for online platforms. For the Safe Online Standards (S.O.S.) program, an independent panel of global experts will evaluate companies on parameters including safety rules, design, moderation and mental health resources. TikTok, Snap and Meta — the…

1.5 million people have now viewed a slick 15-second video imagining Tom Cruise fighting Brad Pitt that was generated by ByteDance's new AI video generation tool Seedance 2.0. But while ByteDance gushes their tool "delivers cinematic output aligned with industry standards," the cinema industry isn't happy, reports the Los Angeles Times reports: Charles Rivkin, chief executive of the Motion Picture Assn., wrote in a statement that the company "should immediately cease its infringing activity." "In a single day, the Chinese AI service Seedance 2.0 has engaged in unauthorized use of U.S. copyrighted works on a massive scale," wrote Rivkin. "By launching a service that operates without meaningf…

"Global temperatures have been rising for decades," reports the Washington Post. "But many scientists say it's now happening faster than ever before." According to a Washington Post analysis, the fastest warming rate on record occurred in the last 30 years. The Post used a dataset from NASA to analyze global average surface temperatures from 1880 to 2025. "We're not continuing on the same path we had before," said Robert Rohde, chief scientist at Berkeley Earth. "Something has changed...." Temperatures over the past decade have increased by close to 0.27 degrees C per decade — about a 42 percent increase... For decades, a portion of the warming unleashed by greenhouse gas emissions was "mas…

Doom scrolling is doomed, if the EU gets its way. From a report: The European Commission is for the first time tackling the addictiveness of social media in a fight against TikTok that may set new design standards for the world's most popular apps. Brussels has told the company to change several key features, including disabling infinite scrolling, setting strict screen time breaks and changing its recommender systems. The demand follows the Commission's declaration that TikTok's design is addictive to users -- especially children. The fact that the Commission said TikTok should change the basic design of its service is "ground-breaking for the business model fueled by surveillance and adve…

An anonymous reader shared this report from the Register: Telcos likely received advance warning about January's critical Telnet vulnerability before its public disclosure, according to threat intelligence biz GreyNoise. Global Telnet traffic "fell off a cliff" on January 14, six days before security advisories for CVE-2026-24061 went public on January 20. The flaw, a decade-old bug in GNU InetUtils telnetd with a 9.8 CVSS score, allows trivial root access exploitation. GreyNoise data shows Telnet sessions dropped 65 percent within one hour on January 14, then 83 percent within two hours. Daily sessions fell from an average 914,000 (December 1 to January 14) to around 373,000, equating to a…

Anthropic saw visits to its site jump 6.5% after Sunday's Super Bowl ad mocking ChatGPT's advertising, reports CNBC (citing data analyzed by French financial services company BNP Paribas). The Claude gain, which took it into the top 10 free apps on the Apple App Store, beat out chatbot and AI competitors OpenAI, Google Gemini and Meta. Daily active users also saw an 11% jump post-game, the most significant within the firm's AI coverage. [Just in the U.S., 125 million people were watching Sunday's Super Bowl.] OpenAI's ChatGPT had a 2.7% bump in daily active users after the Super Bowl and Gemini added 1.4%. Claude's user base is still much smaller than ChatGPT and Gemini... OpenAI CEO Sam Al…

An anonymous reader shares a report: Israel has arrested several people, including army reservists, for allegedly using classified information to place bets on Israeli military operations on Polymarket. Shin Bet, the country's internal security agency, said Thursday the suspects used information they had come across during their military service to inform their bets. One of the reservists and a civilian were indicted on a charge of committing serious security offenses, bribery and obstruction of justice, Shin Bet said, without naming the people who were arrested. Polymarket is what is called a prediction market that lets people place bets to forecast the direction of events. Users wager on …

"I've had an extremely weird few days..." writes commercial space entrepreneur/engineer Scott Shambaugh on LinkedIn. (He's the volunteer maintainer for the Python visualization library Matplotlib, which he describes as "some of the most widely used software in the world" with 130 million downloads each month.) "Two days ago an OpenClaw AI agent autonomously wrote a hit piece disparaging my character after I rejected its code change." "Since then my blog post response has been read over 150,000 times, about a quarter of people I've seen commenting on the situation are siding with the AI, and Ars Technica published an article which extensively misquoted me with what appears to be AI-hallucina…

Telecom operators planning aggressive fiber and fixed wireless broadband rollouts in 2026 face a serious supply problem -- DRAM and NAND memory prices for consumer applications have surged more than 600% over the past year as higher-margin AI server segments absorb available capacity, according to Counterpoint Research. Routers, gateways and set-top boxes have been hit hardest, far worse than smartphones; prices for "consumer memory" used in broadband equipment jumped nearly 7x over the last nine months, compared to 3x for mobile memory. Memory now makes up more than 20% of the bill of materials in low-to-mid-end routers, up from around 3% a year ago. Counterpoint expects prices to keep ris…

I have a new small project: edtext provides text

selection and manipulation functions inspired by the classic ed

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

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

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

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

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

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

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

needed.The old function has 16 arg…

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

Давным давно я как-то работал в Крупной Немецкой Компании. Хороший добротный IT-корпорат, всё как по книжке, со своими плюсами-минусами, многим такое нравится.

If hyperscalers and chip companies don't build up a TSMC competitor they are set to forego billions of dollars in revenue and stunt the AI revolution.

Two testing-related things I found recently.Unified exception testingKacper Borucki blogged about parameterizing exception

testing, and linked to pytest docs and a

StackOverflow answer with similar approaches.The common way to test exceptions is to use

pytest.raises as a context manager, and have

separate tests for the cases that succeed and those that fail. Instead, this

approach lets you unify them.I tweaked it to this, which I think reads nicely:from contextlib import nullcontext as produces import pytest

from pytest import raises @pytest.mark.parametrize( "example_input, result", [ (3, produces(2)), (2, produces(3)), (1, produces(6)), (0, raises(ZeroDivisionError)), ("Hello", raises(Typ…

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

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

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

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

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

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

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

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

site on the host, but produced with

Django running locally. In 2021, it became a

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

the old-fashion…

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Update: I found a solution which I describe in

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Today is the publication of the third edition of Autism

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

wife Susan’s book collecting stories and experiences from

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

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

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

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

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

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

Today is the publication of the third edition of Autism

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

wife Susan’s book collecting stories and experiences from

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Last night was a Boston Python project night where I

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

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

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

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

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

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

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

Last night was a Boston Python project night where I

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

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

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

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

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

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

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

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

This post continues where Hobby Hilbert Simplex left

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

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

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

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

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

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

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

This post continues where Hobby Hilbert Simplex left

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

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

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

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

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

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

For a few centuries after the establishment of Santiago in 1541, the lowlands to the east of the city center were largely rural and used for agriculture. That included the area now known as Los Dominicos, which, over a couple of centuries, was part of an encomienda owned by several wealthy families.

In 1803, however, the last owner of the encomienda, an Irish immigrant named Don Juan Cranisbro (but originally named Gainsborough), donated the land and the structures on the land, including his house and a chapel built in memory of his two deceased children, to the Dominican Order. After this, the area would gain the name of Los Dominicos. The priests would go on to not only make use of the ch…

Walk into Barney’s Beanery and it feels like you have stepped into several decades at once. The walls are packed with license plates, vintage signs, photos, and enough visual noise to make the jukebox seem almost unnecessary. This is not minimalist West Hollywood. This is maximalist history, served with chili and a beer.

Open at this location since 1927, Barney’s was a popular stop for travelers coming west along the historic Route 66, which ends not far from here. And the place has long been a crossroads for Los Angeles characters. Over the years, the bar has been associated with a dizzying list of musicians, actors, and writers, some drawn by its late hours, others by its refusal to chase…

"How did they poop?" is perhaps one of the less appealing yet inevitable questions one might ask about the Middle Ages. Sanitation was primitive compared to today, with many people using chamber pots that were dumped outside. Castles tended to have proper bathrooms with fixed toilets, known as garderobes. They generally emptied into cesspits or moats far below.

However, a particularly unique kind of garderobe can be found only in a relatively small area of modern-day Poland. The dansker is a tower perched over a stream or running water. Detached from the castle, they require crossing a bridge to reach, surely an inconvenience for anyone wishing to relive themself! On the positive side, thei…

Looking out across the Cape Peninsula, a dark shape breaks the surface. This iron remnant is part of the engine block of the Royal Mail Ship Athens, lost here in the year 1865. In early May that same year, Table Bay lay under an uneasy calm. Warm days and light winds settled over the anchorage, tempting captains into a confidence. The small-boat men of Cape Town, however, who knew the moods of this coast, felt something else in the air. They recognised the stillness not as peace, but as a warning of disaster in its approach.

On 15 May, the wind turned, backing hard to the northwest. By the following morning the sea had risen into steep, driving waves. Ships strained at their anchors. Distre…

This is the largest pushpin in the world. Certified by Guinness World Records in October 2024, the structure measures 21 feet and 7 inches tall, weighing approximately 3,000 pounds.

This tack, over 250 times the size of a regular tack, is in front of the Transit Authority of Central Kentucky (or TACK). It surpasses the previous record holder by almost 2 feet. T

he pin was built by TACK employees over 18 months to represent the organization’s name. It now serves as a landmark for the Transit Authority and joins the world's largest pocketknife as the 2nd largest thing in the world in Hardin County, Kentucky!

Maconaquah had a decision to make. She could continue the life she had known for over 58 years, or return to civilization with her siblings.

Born in Rhode Island in 1773 as Frances Slocum, she was captured by Delaware Indians in November 1778 from her home in Wilkes-Barre, Pennsylvania. She was taken west by the Delaware into what would later become the states of Ohio and Indiana. She married a Delaware Indian who mistreated her, and after leaving him, she returned to her parents. While living with them, she encountered a Miami Indian man named Shepocanah, who had been wounded in battle. Shepocanah was nursed back to health, and before his death, Frances’s father gave both Frances and her m…

Reverend Lowery Allen McGrew and his wife Clara moved to Sierra Leone in 1896 to serve as missionaries under the aegis of the Woman’s Missionary Board, a protestant missionary association. Both originally from Ohio, the Reverend and Mrs. McGrew settled in Taiama in an outpost of a larger missionary station in Rotifunk. Sierra Leone had been a particular interest for American missionaries since the revolt on The Amistad, which saw the enslaved persons that had survived through their subsequent time in Connecticut returned to Sierra Leone.

The year 1896 also saw the British establish a Protectorate of Sierra Leone, expanding the borders of their century-old colony in Freetown over the hinterl…

Who would think that the last emperor of France, Napoleon III, had found his way to a quiet town in England? Well, following his passing and then his son's death in the Zulu War, his wife Eugene bought a house and came to live in Farnborough. She had an abbey built, complete with the church and Imperial Mausoleum, where the family are at rest. With the gothic styling of the buildings, you'd be forgiven for thinking you were in France! The church and crypt have been extensively refurbished, Sunday Mass being shared on the abbey's Youtube channel, albeit without the aroma of the incense. Today, the abbey is home to a small Benedictine community whose spiritual life is supported by their guest…

It’s easy to miss the two piles of stone rubble in Prairie Moraine County Park. The only clue that there’s something unusual here is a sign saying, “Historical Site.”

A house for leprosy sufferers once stood here. It was built in 1896 for a resident of the nearby County Poor House, a Norwegian immigrant named Thomas. At this time, there was no cure for leprosy and treatment involved isolation. Thomas was probably the only resident of the house and, after his death in 1902, the house rapidly deteriorated.

Despite the fear of leprosy at the time, it was apparently common for Thomas to have visitors and guests. These included those bringing food and supplies, local farmers paying social calls …

Standing tall against the vast prairie sky, this wooden giant serves as a rare survivor from a time when these structures defined the skyline of every railway town. For decades, it was the beating heart of the local economy where farmers gathered to offload their harvest and connect with their neighbors. Today it remains a powerful monument to the grit that built the province, preserving the legacy of the wheat trade for a new generation.

Home to a nuclear-blasted replica of a typical American town and the country’s largest manmade crater, the Nevada National Security Site is a haven for atomic history buffs. Formerly known as the Nevada Test Site, this area—spanning 1,350 square miles just an hour northwest of Las Vegas—was home to 928 nuclear detonation tests between 1951 and 1992.

The Nevada National Security Site remains active as a research facility to this day, but tours departing from the National Atomic Testing Museum in Las Vegas offer an up-close look at nuclear history for visitors who pass the required background checks. Tours of the site are a full-day affair, covering almost 250 miles on site by chartered bus.

…

Nestled on the banks of the Nile River, the Crocodile Museum in Kom Ombo, Egypt, stands as a testament to the ancient fascination with one of the world's most formidable creatures—the crocodile. This unique institution provides visitors with a captivating journey through time, offering a glimpse into the sacred and mysterious world of crocodiles in ancient Egyptian culture.

The Crocodile Museum, situated near the renowned Kom-Ombo Temple, houses a remarkable collection of artifacts, statues, and mummified remains of crocodiles that were once revered by the ancient Egyptians. These formidable reptiles were not merely seen as creatures of the Nile; they held deep religious significance, embod…

Located near Maksimir Park, Cat Caffe Zagreb is a cozy retreat and home to over a dozen rescued cats that roam freely through its interior and outdoor terrace. As the first cat cafe in Croatia, it stands out for its deep dedication to feline welfare, where all "resident hosts" are adopted from local shelters.

The experience is uniquely playful, featuring an original drink menu with options like glitter-infused coffees and "caticorn" hot chocolates, many of which are named after the cats themselves. Beyond the beverages, the interior is a "catified" jungle with custom-built ceiling walkways, bridges, and tunnels designed to give the cats a secure, elevated playground.

To complete the social …

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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 (Feb. 09-13) appeared first on EU-Startups.

Nscale, the British hyperscaler engineered for AI, announced it has signed a €1.1 billion ($1.4 billion) Delayed Draw Term Loan backed by the GPU DDTL to purchase GPU infrastructure to deliver service under multiple contracts.‍ The GPU DDTL was led by funds managed by PIMCO, Blue Owl, and LuminArx Capital Management, with support from additional […]

The post London’s Nscale signs €1.1 billion debt facility to deploy large-scale GPU clusters in Europe appeared first on EU-Startups.

Zurich-based PropTech startup ScyAI has closed a €2 million pre-Seed round to further develop their solution to make AI-powered risk intelligence accessible to companies with large real estate portfolios. The round was led by AENU and co-led by PT1, also attracting unicorn founders including David Helgason (Unity), Maex Ament and Philip Stehlik (Taulia, Centrifuge), investing […]

The post ScyAI raises €2 million to bring AI-driven risk intelligence to enterprise real estate and insurance teams appeared first on EU-Startups.

Companies are often judged solely on share price and valuations that ignore fundamentals such as debt, profitability, and societal impact. There are multi-billion-dollar startups that are haemorrhaging money and have never turned a profit, yet are celebrated for their “unicorn” status. Reaching that target is the driving force behind many ventures, but it means very […]

The post Mythical metrics don’t pay the bills: Sustainable growth over chasing unicorn status appeared first on EU-Startups.

British DeepTech startup Stanhope AI has secured €6.7 million ($8 million) in Seed funding to advance a new generation of AI designed for autonomous systems operating in the physical world. The round was led by Frontline Ventures, with participation from Paladin Capital Group and Auxxo Female Catalyst Fund, alongside follow-on investment from UCL Technology Fund […]

The post London-based Stanhope AI raises €6.7 million for adaptive AI in robotics and defence applications appeared first on EU-Startups.

Quantum Systems, the Munich-based powerhouse of unmanned systems, announced a new financing package of a total value of €150 million to support their continued growth and industrial scaling in Europe. The financing was supported by the European Investment Bank (EIB) who provided a €70 million loan, along with participation from Commerzbank, Deutsche Bank and KfW. […]

The post Quantum Systems continues its expansion amid rising European drone competition, secures €150 million financing package appeared first on EU-Startups.

Following our series of country articles, today we turn our attention to Hungary, a country that has quietly built a resilient and increasingly specialised startup ecosystem in Central and Eastern Europe. With strong technical education, competitive operating costs, and a growing base of internationally minded founders, Hungary continues to produce companies tackling complex, global challenges. […]

The post Inside Hungary’s next startup wave: 10 of the most promising startups to watch in 2026 and beyond! appeared first on EU-Startups.

conmeet, a Borken, Germany-based AI-enabled cloud platform for process-oriented construction and trade companies, today announced the successful completion of its €1.3 million pre-Seed round as it exits stealth mode. The round was led by May Ventures under Managing Partner Maximilian Derpa. The founders have themselves contributed “substantial equity” to the financing. “The combination of a […]

The post German AI ConTech startup conmeet secures €1.3 million pre-Seed as it exits stealth mode appeared first on EU-Startups.

simmetry.ai, an Osnabrück-based synthetic data company accelerating AI development across agriculture, food and industrial sectors, today announced it has secured €330k from NBank, the investment and development bank of the German state of Lower Saxony. The company secured this financing as part of the High-Tech Incubator (HTI) accelerator programme. Founded in 2024 as a spin-off […]

The post German synthetic data startup simmetry.ai secures €330k to tackle this key bottleneck holding back AI adoption appeared first on EU-Startups.

Loovi, a Swedish HealthTech startup, has raised €1 million to launch its digital platform for data-driven longevity and preventive health – following a year of development and pilot testing. Investors in the round include Susanne Najafi (BackingMinds), Sïmon Saneback (Wellstreet), Jarno Hottinen (Otmore), Emad Zand (Northvolt), and Benoit Falenius (Markify), as well as Ultan Miller […]

The post Stockholm-based Loovi secures €1 million to scale preventive health and longevity platform appeared first on EU-Startups.

UK and US-based SpaceTech startup The Compression Company is announcing a €2.8 million ($3.4 million) pre-Seed round to tackle limited satellite bandwidth with AI-driven compression that runs directly onboard satellites, reportedly reducing file sizes by over 95% and enabling each one to transmit far more data to Earth during each short ground-station pass. The round […]

The post Imperial College founders raise €2.8 million for The Compression Company; a satellite data compression platform appeared first on EU-Startups.

London’s Electric Twin, an AI platform building synthetic audiences that model how people think and behave in real life, is announcing that it has raised €12 million ($14 million) to fuel their global expansion and support continued development. This includes a €8.5 milliom ($10 million) round led by Atomico, backed by LocalGlobe, Mercuri and Samos […]

The post UK government adviser and military commander land €12 million to scale Electric Twin’s synthetic audience platform appeared first on EU-Startups.

Blockbrain, a GenAI agent platform out of Stuttgart that helps enterprises secure Europe’s knowledge expertise, has raised €17.5 million (£15.2 million) in Series A funding to strengthen its platform’s security and governance, advance specialised AI agents, and expand across Europe and the UK The round is led by Alstin Capital and 13books Capital, with participation from […]

The post German GenAI startup Blockbrain lands €17.5 million to advance enterprise-grade AI agents appeared first on EU-Startups.

Galway-based Neurent Medical, the company behind NEUROMARK, a minimally invasive solution to treat chronic rhinitis, today announced the successful close of its oversubscribed Series C financing, raising €62.5 million ($74 million) to drive commercial expansion, broaden clinical evidence, and advance its product and indication pipeline. The financing was led by MVM Partners, with significant participation […]

The post Chronic rhinitis solution NEUROMARK secures €62.5 million as Irish startup Neurent Medical closes Series C appeared first on EU-Startups.

This week on the EU-Startups Podcast, we sit down with Fridtjof Berge, Co-founder and Chief Business Officer at Antler, one of the world’s most active early-stage venture capital firms! Since launching in 2017, Antler has backed more than 1,650 startups globally and, according to recent data, has now made over 1,800 investments across six continents, […]

The post The EU-Startups Podcast | Interview with Fridtjof Berge, Co-founder and Chief Business Officer at Antler appeared first on EU-Startups.

This week, we tracked more than 65 tech funding deals worth over €3.4 billion and over 10 exits, M&A transactions, rumours, and related news stories across Europe. Alongside the week’s top funding...

Zurich-based startup ScyAI has closed a €2million pre-seed funding round led by AENU and co-led by PT1. The round alsoincludes participation from unicorn founders David Helgason (Unity), Maex Amentand...

simmetry.ai, asynthetic data company working across agriculture, food and industrial sectors,has secured €330,000 from NBank, the investment and development bank of theGerman state of Lower Saxony. Th...

In 2025, European tech companies raised approximately €72billion in total funding. Germany secured €11.5 billion across 539 deals,accounting for around 16 per cent of the total capital invested and ra...

Warsaw-based Demoboost, a platform that enables B2Bsoftware companies to deliver scalable, data-driven product demos, has raised€2.8 million in funding to support further product development andintern...

London-based Bracket, an FX, treasury,and cash management platform for mid-market businesses, has raised $7 millionin seed funding. The round was led by Macquarie Group’s Commodities and GlobalMarkets...

Paris-basedRivage has closed a €2.6 million pre-seed funding round to support the rolloutof its payroll software across accounting firms. The round includes Partech,alongside business angel investors ...

Electric Twin, an AIplatform developing synthetic audience models designed to simulate real-worldhuman thinking and behaviour, has raised $14 million in funding. The totalincludes a $10 million round ...

A London-based fintech which helps companies access and manage debt finance has raised $4.3m in a seed funding round. The funding round in Tangible was led by Pale Blue Dot with participation from MMC...

Lifeaz, a France-based company focused onimproving access to defibrillators for individuals and businesses, has closed a€13 million funding round. The round includes continued participation fromexisti...

Nocomed, aDublin-based sustainability software company, has raised €650,000 in seedfunding to support the continued development and expansion of its platform,which focuses on supply chain-related emis...

Stockholm-based Lassie, aprevention-focused pet insurer, has raised $75 million in Series C funding tosupport its expansion across Europe’s pet care and insurance market. The roundincluded participati...

Reflow has closed a seed funding round of more than $15 million to support ongoing technology development and broaden access to its workflow and AI automation intelligence, alongside the launch of its...

The boss of one of Europe's most high-profile AI startups today called on European unity in the global AI race, as it committed €1.2 billion to build its first data centres outside of its native Franc...

When Russia’s invasion overwhelmed Ukraine’s mental-health system, clinicians faced a surge of trauma patients with no increase in staff or therapy time. That constraint — rising need without added ca...

An alleged ransomware attack has taken down the systems of the Sapienza University of Rome.

The Irish government announced that it wants to pass a law that would grant police more surveillance powers, such as using spyware to fight serious crime, while aiming to protect the privacy rights of its citizens.

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 […]