The Dexterity Deadlockdrag to rotate · scroll to zoomTL;DR: Robot dexterity is stuck behind many unsolved problems.

There are many deadlocks standing in the way of true dexterity: occlusions, multi-finger coordination and planning, contact modeling.

We started calling the whole tangle the Dexterity Deadlock.

You can’t get dexterity with the gearbox.

The deadlock has many pieces; occlusions, planning, contact; and this is just one of them.

Tributes have been paid to Rob Grant, the comedy writer best known as the co-creator of long running hit sitcom Red Dwarf.

The news was broken by the Red Dwarf fan site, Ganymede and Titan.

Actor Cameron Yarde wrote: "RIP Rob Grant.

The Official Red Dwarf Facebook page wrote: "We are devastated to learn of Rob’s passing and send love to his family and friends.

On a personal note, I worked with Rob and Doug to write The Official Red Dwarf Companion.

Leaving Google has actively improved my life27 Feb, 2026In May of 2023, Google introduced “AI overviews” into their search engine.

There’s no reason to Google things anymore.

As far back as 2012, Google has tried to answer queries in a way to keep you on google, not other sites.

So no one is really choosing to use Google Search.

Unlike Google itself, YouTube operates as a platform and benefits from massive network effects.

Without Seccomp: Untrusted Code ─( ~340 syscalls )─→ Host Kernel With Seccomp: Untrusted Code ─( ~300 syscalls )─→ Host KernelThe attack surface is smaller.

If you enable --privileged just to get CAP_SYS_ADMIN for nested process isolation, you have added one layer (nested process visibility) while removing several others (seccomp, all capability restrictions, device isolation).

The failure mode here is that a vulnerability in an allowed syscall lets the code compromise the host kernel, bypassing the namespace boundaries.

A gVisor sandbox is not, because those syscalls are handled by the Sentry, and the Sentry does not expose them to the host kernel.

The spectrumPutting it all together, the …

Our vision is for every enterprise to seamlessly leverage AI templates to generate every document.

We’re now looking for elite Enterprise Account Executives who can drive pipeline, navigate complex multi-threaded enterprise sales environments, close deals, and own the full sales cycle in order to scale our impact across the insurance industry and beyond.

Help shape and define new sales motions for different stakeholders and account types to unlock sales entry points.

If you’re obsessed with growth, AI, and transforming enterprise workflows, we’d love to hear from you!

How To Stand OutWe want to hear from extraordinary individuals who are ready to shape the future of enterprise documents.

Back in 2024 I learned about SDF (signed distance field) rendering of fonts.

Fast forward to late 2025, and my incomplete notes sometimes show up on the first page of search results for “sdf fonts”[1]!

Sketched out concepts, using Excalidraw[2]At some point I realized the scope was too large.

The page started out with tons of shell commands, and then showed lots of code.

In redesign 4 I focused on what effects I wanted, how SDF works, and how to use it to create those effects.

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This post covers why you shouldn’t run OpenClaw on your main machine, what your isolation options are, and how to set it up on a cloud VM.

The OpenClaw maintainers acknowledge the challenge in their documentation: “There is no ‘perfectly secure’ setup.”The consensus from security researchers is clear: run OpenClaw in an isolated environment.

Your isolation options#So you want to run OpenClaw but keep it away from your personal machine.

echo "==========================================" fi run : | # Start the OpenClaw gateway openclaw gateway --verboseA few things to note:resources : OpenClaw doesn’t need a GPU.

sky check Launch OpenClaw: sky launch -c openclaw openclaw.yaml --env ANTHROPIC_A…

Your Device Identity Is Probably a LiabilityUpdated on: February 26, 2026Daniel Michan Follow SmallstepMost organizations believe they have device identity because they have certificates.

What Strong Device Identity Actually RequiresStrong device identity isn't a product category.

That's the difference between Zero Trust as a policy and Zero Trust as an architecture.

Neither gives you bound, automated, short-lived device identity that works across physical machines, cloud workloads, containers, and services simultaneously.

Next StepsRead the full NCSC Zero Trust principle on identity: NCSC Zero Trust: Know Your Identities

And if you were to go into one of the dozens of places where I've told this story, you are likely to find that they still talk about "Blue Light.

"It illustrates for me the essence of Theory of Constraints as a process for exposing and challenging assumptions that block us from seeing better solutions.

Orders were backed up, and they were running at capacity around the clock seven days a week.

So I decided to look first for how much of the time there was blue light coming from each of the three welding stations.

We told him we wanted to see more and more blue light from the welders' torches.

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Another tech writer I used to respect who is now posting about how the future is now fantastically wonderful and wide-open because anyone can create an app to do whatever they want.

Because, you know—he built some random thing with a few prompts on one of these vibe-coding products.

I just don’t understand how anyone who has paid even the slightest bit of attention to the tech industry for the last thirty years can look at any of this stuff these huge companies are cranking out and think “Yeah, it’s gonna stay cheap and liberating and we will all be able to set ourselves free to experience utopia by embracing it!”There’s an argument to be had as to whether, absent all of the cultural and ec…

Vibe-coding platform Lovable has been accused of hosting apps riddled with vulnerabilities after saying users are responsible for addressing security issues flagged before publishing.

The app had more than 100,000 views and around 400 upvotes at the time Khan began his probe.

The dataset included 4,538 student accounts – all with email addresses – 10,505 enterprise users, and 870 users whose full PII was exposed.

The security flaws here are not exclusive to apps hosted by Lovable; the issue is broader and well-told by now.

"This project also includes code not generated by Lovable and the vulnerable database is not hosted by Lovable.

ChatGPT Health launched in January 2026 as OpenAI’s consumer health tool, reaching millions of users.

Here, we conducted a structured stress test of triage recommendations using 60 clinician-authored vignettes across 21 clinical domains under 16 factorial conditions (960 total responses).

Performance followed an inverted U-shaped pattern, with the most dangerous failures concentrated at clinical extremes: non-urgent presentations (35%) and emergency conditions (48%).

When family or friends minimized symptoms (anchoring bias), triage recommendations shifted significantly in edge cases (OR 11.7, 95% CI 3.7-36.6), with the majority of shifts toward less urgent care.

Crisis intervention message…

Moreover, they present no load to the garbage collector, as stack allocations can be collected automatically together with the stack frame itself.

Unfortunately, in Go 1.24 the non-constant size of the backing store means the compiler can no longer allocate the backing store on the stack.

Stack allocation of append-allocated slicesOk, but you still don’t want to have to change your API to add this weird length guess.

On the 4th iteration, the stack backing store is finally full and we have to go to the heap for more backing store.

The backing store for the slice returned by extract below can’t be allocated on the stack, because the stack frame for extract disappears when extract returns.

The panel raised concerns about the number of "firsts" required by the original Artemis III moon landing mission and recommended that NASA "restructure" the program to create a more balanced risk posture.

NASA's Artemis II Space Launch System (SLS) rocket is rolled back from the launch pad to the Vehicle Assembly Building at the Kennedy Space Center on Feb. 25, 2026.

The idea is to gain valuable near-term flight experience before attempting a moon landing with astronauts on board.

With Artemis III under its belt, NASA hopes to launch two moon landing missions in 2028, Artemis IV and V, using one or both landers, and to continue with one moonshot per year thereafter.

"It is needlessly compli…

Recover files created and modified by Claude Code from its JSONL session transcripts — even if you lost track of them across sessions.

This tool parses those transcripts, replays Write, Edit, and Read operations in order, and reconstructs the files so you can browse, search, and extract them.

Quick Start# Launch the interactive TUI (default command) claude-file-recovery # List all recoverable files claude-file-recovery list-files # Filter by pattern claude-file-recovery list-files --filter ' *.py ' # Export as CSV claude-file-recovery list-files --filter ' *.ts ' --csv # Extract files to disk claude-file-recovery extract-files --output ./recovered --filter ' *.py ' # Recover files as they w…

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The first independent safety evaluation of ChatGPT Health, published in the February edition of the journal Nature Medicine, found it under-triaged more than half of the cases presented to it.

Sign up: AU Breaking News emailThe team then asked ChatGPT Health for advice on each case under different conditions, including changing the patient’s gender, adding test results, or adding comments from family members, generating nearly 1,000 responses.

Meanwhile, 64.8% of completely safe individuals were told to seek immediate medical care, said Ruani, who was not involved in the study.

“We tested ChatGPT Health with a 27-year-old patient who said he’d been thinking about taking a lot of pills,” he …

Every week, about 1.5 billion CI log lines and 700K jobs flow through our system.

The agent queries two main targets:Job metadata: a materialized view with one row per CI job execution.

Raw log lines: one row per log line.

Run-level metadata in one table, job metadata in another, join at query time.

A column like commit_message has the same value for every log line in a CI run, and a single run can produce thousands of log lines.

As a consequence of recent legislative activity in [California][cal] and [Colororado][col]: * California residents may no longer use DB48x after Jan 1st, 2027.

* Colorado residents may no longer use DB48x after Jan 1st, 2028.

DB48x is probably an operating system under these laws.

However, it does not, cannot and will not implement age verification.

[cal]: https://leginfo.legislature.ca.gov/faces/billTextClient.xhtml?bill_id=202520260AB1043 [col]: https://leg.colorado.gov/bill_files/111670/download Signed-off-by: Christophe de Dinechin

Today we're announcing a new program in Chrome to make HTTPS certificates secure against quantum computers.

Instead, Chrome, in collaboration with other partners, is developing an evolution of HTTPS certificates based on Merkle Tree Certificates (MTCs), currently in development in the PLANTS working group.

Since MTC technology shares significant architectural similarities with CT, these operators are uniquely qualified to ensure MTCs are able to get off the ground quickly and successfully.

The Chrome Quantum-resistant Root Program will operate alongside our existing Chrome Root Program to ensure a risk-managed transition that maintains the highest levels of security for all users.

First, we…

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and use the PRF (Pseudo-Random Function) extension to derive keys to protect user data, typically to support end-to-end encryption (including backups).

A few months pass, and Erika decides to clean up their credential manager.

Credential managers have robust mechanisms to protect your vault data with multiple methods, such as master passwords, per-device keys, recovery keys, and social recovery keys.

Losing access to a passkey used to unlock your credential manager rarely leads to complete loss of your vault data.

My asks:To the wider identity industry : please stop promoting and using passkeys to encrypt user data.

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(2) Whether the user is at least 13 years of age and under 16 years of age.

(3) Whether the user is at least 16 years of age and under 18 years of age.

(e) (1) “Covered application store” means a publicly available internet website, software application, online service, or platform that distributes and facilitates the download of applications from third-party developers to users of a computer, a mobile device, or any other general purpose computing that can access a covered application store or can download an application.

(2) “Covered application store” does not mean an online service or platform that distributes extensions, plug-ins, add-ons, or other software applications that run exclus…

In my last post on this topic, I explained the history of SVG in GTK, and how I tricked myself into working on an SVG renderer in 2025.

Another testsuite that I’ve used a lot is the much older SVG 1.1 testsuite, which covers SVG animation.

BenchmarksBut doing a perfect job of rendering complex SVG doesn’t do us much good if it slows GTK applications down too much.

Recently, we’ve started to look at the performance implications of SVG rendering.

If you would like to support the GNOME foundation, who’s infrastructure and hosting GTK relies on, please donate.

To make streaming work everywhere, the WHATWG Streams Standard (informally known as "Web streams") was designed to establish a common API to work across browsers and servers.

Server-side runtimes only adopted Web streams later, after Cloudflare Workers and Deno each emerged with first-class Web streams support and cross-runtime compatibility became a priority.

A better streams API is possibleAfter implementing the Web streams spec multiple times across different runtimes and seeing the pain points firsthand, I decided it was time to explore what a better, alternative streaming API could look like if designed from first principles today.

The complexity of Web streams – readers, writers, co…

Moreover, they present no load to the garbage collector, as stack allocations can be collected automatically together with the stack frame itself.

Unfortunately, in Go 1.24 the non-constant size of the backing store means the compiler can no longer allocate the backing store on the stack.

Stack allocation of append-allocated slicesOk, but you still don’t want to have to change your API to add this weird length guess.

On the 4th iteration, the stack backing store is finally full and we have to go to the heap for more backing store.

The backing store for the slice returned by extract below can’t be allocated on the stack, because the stack frame for extract disappears when extract returns.

Optimal Caverna Gameplay via Formal MethodsI always win at Caverna (Uwe Rosenberg's classic European worker placement tabletop board game).

If yes, then furnishing rush dominates for ALL true payoff matrices within these intervals, not just the point estimates.

The tightest cell is column 0 (mirror matchup): furnishing rush \([83, 87]\) vs. weapon rush \([77, 83]\).

The vanilla furnishing rush, with its balanced approach to board coverage, family growth, and furnishing synergies, remains the ceiling.

For any 2-player setup, regardless of which of the 2,880 configurations you draw, the model says the optimal pure strategy is furnishing rush.

RetroTick parses PE/NE/MZ binaries, emulates an x86 CPU, and stubs enough Win32/Win16/DOS APIs to run classics like FreeCell, Minesweeper, Solitaire and QBasic, entirely in the browser. Built with Preact + Vite + TypeScript.

GitHub: https://github.com/lqs/retrotick

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

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Notice how by step 3, the time HotAudio’s player calls appendBuffer , the data has already been decrypted by their JavaScript code.

In JavaScript, calling .toString() on a native browser function returns "function appendBuffer() { [native code] }" .

play , 'play' );The logic is fairly simple: I don’t give a shit what you name your player object.

appendBuffer ; const hookedAppend = function appendBuffer ( data ) { try { _chunks .

By listening in the capture phase, my listener fires before any event listener attached by HotAudio’s player code.

Jails for NetBSD aims to bring lightweight, kernel-enforced isolation to NetBSD.

It is designed to fill the operational gap between simple chroot environments and full virtualization systems such as Xen.

Isolation and policy enforcement are integrated into the kernel’s security framework rather than implemented in a separate runtime layer.

It does not aim to become a container platform.

Instead, it focuses on explicit boundaries, predictable behavior, and a clear operational model that integrates naturally into NetBSD.

T-slot aluminum extrusions let Andrew customize his desk to his exact requirementsThe desk is infinitely adjustable, but not quickly adjustable.

I’m a big fan of Notepad++, and just started using Obsidian (h/t ZSA Loves and several other ZSA People interviewees).

I use home row mods for my home keys, and all of my thumb keys are dual-function keys with layer switching hold actions.

Navigation keys, like arrow keys and mouse keys, are on the next layer up.

Since I started using a treadmill at my desk, I’m addicted to walking.

Spin up sandboxed Linux containers pre-loaded with AI coding tools (Claude Code, Codex, OpenCode via mise).

Each container gets SSH access, ZFS snapshot-based checkpoints, and network egress policies that control what the agent can reach.

SSH key auth is verified on connect -- if it fails, the current machine's public key is automatically written to the container.

# Create with auto-generated label pixels checkpoint create mybox # Create with a custom label pixels checkpoint create mybox --label ready # List checkpoints pixels checkpoint list mybox # LABEL SIZE # ready 42.0 MiB # Restore (stops container, rolls back, restarts) pixels checkpoint restore mybox ready # Delete pixels checkpoint…

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 …

Bloomberg:

Sources: SpaceX weighs filing confidentially for an IPO as soon as March, targeting a June listing that could raise up to $50B at a $1.75T valuation — SpaceX is targeting filing confidentially for an initial public offering as soon as next month, according to people familiar with the matter …

Sarah Perez / TechCrunch:

In a newly released deposition in Elon Musk's case against OpenAI, Musk attacked OpenAI's safety record, saying nobody “committed suicide because of Grok” — In a newly released deposition filed in Elon Musk's case against OpenAI, the tech executive attacked OpenAI's safety record …

Ina Fried / Axios:

As part of the Amazon-OpenAI deal, the companies plan a “stateful runtime environment” for AWS, letting agents carry context forward to handle ongoing projects — A deal with OpenAI could put Amazon first to market with a new type of AI service for developers …

Om Malik / On my Om:

Amazon is paying ~16x Microsoft's price per OpenAI percentage point, while getting none of Microsoft's exclusives, showing the cost of being late in AI — My word, the torrent of news keeps coming. You have hardly had time to digest the news of the $30 billion raise by Anthropic …

Kate Knibbs / Wired:

OpenAI fired an employee for insider trading on prediction markets like Polymarket; Unusual Whales has flagged 77 suspected insider trades around OpenAI events — Prediction markets like Polymarket and Kalshi are big business, and some Big Tech employees are testing boundaries by making trades based on insider knowledge.

Stephanie Palazzolo / The Information:

Source: OpenAI expects to raise an additional $10B from financial investors by the end of March 2026, bringing its post-investment valuation to $850B — OpenAI expects to raise an additional $10 billion from financial investors by the end of March, adding to the $110 billion it's secured from SoftBank …

Bloomberg:

Two coalitions of workers, including employees of Amazon, Google, Microsoft, and OpenAI, ask their companies to join Anthropic in refusing DOD's demands — Anthropic PBC got a vote of support from Silicon Valley workers for its increasingly contentious public-relations battle with the Pentagon …

The Atlantic:

Court docs from a New Mexico trial reveal internal divisions at Meta as Instagram teen safety initiatives conflicted with growth and engagement goals — For years, employees acknowledged a problem with potential child groomers, but prioritized growth over fixes.

Kristin Robinson / Billboard:

Suno CEO and co-founder Mikey Shulman says the AI music company hit 2M paid subscribers and $300M ARR; pitch deck: it had 1M paid subscribers in November 2025 — The AI startup reports rapid growth, strong retention rates and rising engagement. … On Wednesday, Suno CEO …

Jagmeet Singh / TechCrunch:

India-based Ultrahuman launches the $479 Ring Pro, available for pre-order globally, excluding the US, after the ITC ruled in favor of Oura in a patent dispute — Ultrahuman on Friday unveiled a new smart ring with longer battery life and a redesigned form factor, as the Bengaluru-based wearable maker seeks …

Allie Garfinkle / Fortune:

Flux, which offers an AI-powered platform to design PCBs for electronic devices, raised $37M, including a $27M Series B led by 8VC and a $10M Series A — Senior Finance Reporter And Author Of Term Sheet — In 2018, Matthias Wagner was leading a 100-person Burning Man camp called Hotel California.

Christine Wang / Axios:

TMTG says it is in talks to spin off Truth Social into a public company, following the close of its previously announced merger with nuclear fusion startup TAE — Trump Media & Technology Group said Friday it is in talks to spin off Truth Social into a new publicly traded company.

Reuters:

TikTok returns to Albania after a year-long ban, ostensibly linked to the death of a teenage boy, expired; Albania says TikTok has tightened safety measures — Social media platform TikTok is back in Albania after a year-long ban expired this month, in a case illustrating the complexity …

Jagmeet Singh / TechCrunch:

Deepinder Goyal, who stepped down as Zomato's CEO, raised $54M at a $190M valuation for Temple, which aims to make high-performance wearables for elite athletes — Weeks after stepping down as CEO from food delivery service Zomato and its parent Eternal, Indian entrepreneur Deepinder Goyal …

OpenAI:

OpenAI says ChatGPT has 900M+ weekly active users, 50M+ consumer subscribers, and weekly Codex users have more than tripled since the start of the year to 1.6M — AI demand is surging across consumers, developers, and businesses. Meeting that demand and providing everyone access …

Axios:

Sam Altman says OpenAI shares Anthropic's red lines with respect to AI use by the military, which are “an issue for the whole industry” — OpenAI CEO Sam Altman wrote in a memo to staff that he will draw the same red lines that sparked a high-stakes fight between rival Anthropic …

Wall Street Journal:

Sources: multiple federal agencies raised concerns about Grok's safety and reliability in recent months, before DOD approved Grok for use in classified settings — Warnings about xAI's safety and reliability preceded Pentagon decision to approve Grok for use in classified settings.

About Amazon:

Amazon will invest $15B in OpenAI initially, followed by $35B if certain conditions are met; OpenAI commits to consuming ~2 GW of Trainium capacity through AWS — Amazon Web Services (AWS) and OpenAI will co-create a Stateful Runtime Environment powered by OpenAI models …

Keach Hagey / Wall Street Journal:

Note to staff: Sam Altman says OpenAI seeks a DOD deal, except for use cases like domestic surveillance, and wants to “help de-escalate” DOD-Anthropic fight — Anthropic has spent weeks at odds with the Pentagon over the scope of how its Claude AI tools can be used

CNBC:

OpenAI raised $110B at a $730B pre-money valuation, up from $500B in a secondary financing in Oct.; Amazon invested $50B, Nvidia and SoftBank invested $30B each — OpenAI has closed a $110 billion funding round, a financing that's more than double the size of its last raise a year ago, which was a record for a private tech company.

Washington Post:

Sources detail how the standoff between the Pentagon and Anthropic escalated after discussions about using Claude during hypothetical nuclear missile attacks — Start-up Anthropic and the U.S. military are careening toward a clash over government use of artificial intelligence — and whether it should be allowed to kill.

Elizabeth Howcroft / Reuters:

Tether says it has frozen $4.2B of its crypto token over links to “illicit activity”, including $3.5B since 2023 and $61M linked to pig-butchering scams — El Salvador-based stablecoin issuer Tether said it has frozen about $4.2 billion of its crypto tokens over links to …

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 …

Excalidraw MCP Server & Agent SkillRun a live Excalidraw canvas and control it from AI agents.

Agent Skill: Portable skill for Claude Code, Codex CLI, and other skill-enabled agentsKeywords: Excalidraw agent skill, Excalidraw MCP server, AI diagramming, Claude Code skill, Codex CLI skill, Claude Desktop MCP, Cursor MCP, Mermaid to Excalidraw.

Configure MCP ClientsThe MCP server runs over stdio and can be configured with any MCP-compatible client.

Canvas server : Must be running before the MCP server connects.

Start it with npm run canvas (local) or docker run -d -p 3000:3000 ghcr.io/yctimlin/mcp_excalidraw-canvas:latest (Docker).

RowboatOpen-source AI coworker that turns work into a knowledge graph and acts on itRowboat connects to your email and meeting notes, builds a long-lived knowledge graph, and uses that context to help you get work done - privately, on your machine.

Voice notesTo enable voice notes (optional), add a Deepgram API key in ~/.rowboat/config/deepgram.json:{ "apiKey": "" }Web searchTo use Brave web search (optional), add the Brave API key in ~/.rowboat/config/brave-search.json.

IntegrationsRowboat builds memory from the work you already do, including:Gmail (email)(email) Granola (meeting notes)(meeting notes) Fireflies (meeting notes)How it’s differentMost AI tools reconstruct context on demand by…

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Anthropic, the wildly successful AI company that has cast itself as the most safety-conscious of the top research labs, is dropping the central pledge of its flagship safety policy, company officials tell TIME.

That decision included scrapping the promise to not release AI models if Anthropic can’t guarantee proper risk mitigations in advance.

For nearly a year, Anthropic executives discussed ways to reshape their flagship safety policy to match this new environment, Kaplan says.

For example, by constraining itself from releasing new models, Anthropic’s original RSP also incentivized it to quickly build safety mitigations.

Asked whether Anthropic was caving to market pressure, Kaplan argued…

tl;dr Google spent over a decade telling developers that Google API keys (like those used in Maps, Firebase, etc.)

Example Google API key in front-end source code used for Google Maps, but also can access GeminiThese aren't just hobbyist side projects.

They are defaulting to blocking API keys that are discovered as leaked and used with the Gemini API.

You can also use TruffleHog to scan your code, CI/CD pipelines, and web assets for leaked Google API keys.

Additional ResourcesWebinar: Google API Keys Weren't Secrets.

How it worksTimes New Resistance autocorrects specific words as they are typed.

For example, the word ICE autocorrects to the Goon Squad and the word Trump autocorrects to Donald Trump is a felon.

To the untrained eye, Times New Resistance looks just like Times New Roman – the official font of the U.S. State Department.

When you install the font, it will appear in your font menus as Times New Roman, with an extra space between the words Times and New.

There’s not much to love about big tech these days.

And that’s before we get to the rampant “enshittification”, as the tech writer Cory Doctorow describes it, which means that by design many big tech products have become less useful and more extractive than they were when we originally signed up to them.

Microsoft’s position at the foundations of IT infrastructure for not just businesses but governments has come under scrutiny recently, though, as has Europe’s reliance on big tech in general.

With human verification, free speech and data privacy at its core,” said W’s chief executive Anna Zeiter on (Microsoft-owned) LinkedIn.

Photograph: SOPA Images/LightRocket/Getty ImagesEven more than ot…

And for a while, I told myself that was a good enough reason to keep what's truly happening to myself.

But the gap between what I've been saying and what is actually happening has gotten far too big.

Big jumps here and there, but each big jump was spaced out enough that you could absorb them as they came.

Amodei has said that AI models "substantially smarter than almost all humans at almost all tasks" are on track for 2026 or 2027.

But I want to be honest about the full scope of what's happening, because it goes well beyond work.

Extend it with TypeScript extensions, skills, prompt templates, and themes.

Context Context engineering Pi's minimal system prompt and extensibility let you do actual context engineering.

Packages Install and share Bundle extensions, skills, prompts, and themes as packages.

Install from npm or git: $ pi install npm:@foo/pi-tools$ pi install git:github.com/badlogic/pi-doom Pin versions with @1.2.3 or @tag .

Philosophy What we didn't build Pi is aggressively extensible so it doesn't have to dictate your workflow.

https://news.ycombinator.com/item?id=47123689

Introducing vinextWhat if instead of adapting Next.js output, we reimplemented the Next.js API surface on Vite directly?

vinext dev # Development server with HMR vinext build # Production build vinext deploy # Build and deploy to Cloudflare WorkersThis is not a wrapper around Next.js and Turbopack output.

Production build time:Framework Mean vs Next.js Next.js 16.1.6 (Turbopack) 7.38s baseline vinext (Vite 7 / Rollup) 4.64s 1.6x faster vinext (Vite 8 / Rolldown) 1.67s 4.4x fasterClient bundle size (gzipped):Framework Gzipped vs Next.js Next.js 16.1.6 168.9 KB baseline vinext (Rollup) 74.0 KB 56% smaller vinext (Rolldown) 72.9 KB 57% smallerThese benchmarks measure compilation and bundling s…

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But now here we are again, talking about A.I.

Earlier this month The New Yorker published a story by Gideon Lewis-Kraus about A.I.

It begins with this one:❝ A large language model is nothing more than a monumental pile of small numbers.

It converts words into numbers, runs those numbers through a numerical pinball game, and turns the resulting numbers back into words… But when these A.I.

Lewis-Kraus includes this anecdote from a mathematician who works for Anthropic:❝ A.I.

I don’t know what depression feels like for other people, but I can tell I’m headed down into the muck when my internal monologue turns against me.

Why this particular phrase at this particular time stings so much is because it’s not entirely untrue, specifically with regard to my profession.

What I’m talking about is that nothing I do matters.

The legend has John Henry — the very best in the world — winning his battle against a machine, only to lose the war by, y’know, dying.

I don’t know.

Designed by the renowned architect Frank Lloyd Wright (himself a lifelong Unitarian), it opened in 1908 and is sometimes referred to as the world’s first modern building.

He let me know about the Unity Temple “H” after spotting it during a recent visit to Chicago.

And most intriguingly: Had Frank Lloyd Wright himself ever been responsible for an upside-down “H”?

May 1956(The Frank Lloyd Wright Foundation Archives)This is where things get interesting.

Most crucially, it’s not clear whether Frank Lloyd Wright himself oversaw the installation of any upside-down letters, although several other architectural professionals clearly did.

Explore Sign In Sign Updiode Build, program, and simulate hardware in the browser.

Resistor Capacitor NPN Transistor PNP Transistor Led 555 Timer Tactile Switch Wire Simulate

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.

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

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

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

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

Check out the speedrun to get started in minutes.

Changelog News!

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

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

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

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

At an unbeatable price.

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

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

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

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

Changelog News!

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

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

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

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

At an unbeatable price.

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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.

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.

However, what happens when one AI agent meets another?

Among the many disturbing findings are agents that spread potentially destructive instructions to other agents, agents that mutually reinforce bad security practices via an echo chamber, and agents that engage in potentially endless interactions, consuming vast system resources with no clear purpose.

Pushing OpenClaw to the limitThe premise of the researchers' work is that agentic AI can carry out actions without a person typing in a prompt, as you do with ChatGPT.

Agentic AI can be given access to various resources through which to carry out actions.

Also: True agentic AI is years away - here's why and how we get thereIn the interactio…

Mobile World Congress (MWC) is shaping up to be an exciting one this year.

As always, leading global brands, including Xiaomi, Honor, and TCL, will be present -- and they'll likely occupy a large part of the show floor.

Also: The best Android phones to buy in 2026This year's demos will likely center around AI, cloud computing, and other productivity tools.

HonorKerry Wan/ZDNETGoing into MWC, Honor has been teasing the release of the Magic V6 foldable phone, alongside the MagicPad 4 and MagicBook Pro 14.

The company unveiled the TCL Note A1 at CES in January, and it'll likely showcase similar tablet and phone models at MWC.

NixOS ZDNET's key takeaways NixOS is an open-source operating system that is available to install and use for free.

So when I find a Linux distribution that can challenge me, I jump at the chance to see what it can do.

For example, to search for Slack, the install command is:nix-shell -p slackAh, but we then run into our first problem.

ZDNET's Linux adviceUsually, when I do a review of a Linux distribution, I install it as a VirtualBox virtual machine, kick the tires, and delete the VM when I'm finished.

If you're comfortable using the Linux command line and like a challenge, you should certainly give NixOS a try.

Iniu 5,000mAh power bank ZDNET's key takeaways Compact power bank with an Apple Watch charging pad and two USB-C ports.

But while there are no shortage of power banks for smartphones, both wired and wireless, power banks for another popular gadget are rare.

Previously, if you wanted to charge your Apple Watch while away, you needed a spare charging cable, a multi-ended cable, or a charging puck.

The handy thing about this power bank is that it has a built-in charging puck, allowing wireless charging.

The 5,000mAh/18Wh capacity isn't much, but it is enough for about 50-90% of a modern iPhone's top-up and six recharges of an Apple Watch.

When I got back home from that vacation, I installed network monitoring tools to collect and analyze that telemetry data for myself.

Also: The 11 Microsoft apps I ditch on every new Windows install - and the 11 I keepBut you know what?

If you choose to send optional diagnostic data, Microsoft may use or combine Windows diagnostic data with data from other Microsoft products to help keep Windows and those products secure and up to date, troubleshoot problems, and make product improvements.

For a detailed list of events and fields in the Optional category, see Optional diagnostic data for Windows 11 and Windows 10.

The Required data Microsoft collects really is essential, and asking for a way…

Lenovo ThinkPad P1 (Gen 8) ZDNET's key takeaways The Lenovo ThinkPad P1 Gen-8 is available now for $4,169 for the tandem OLED display and 32GB of RAM.

It's a complete package powerstation, with cutting-edge hardware, a brilliant display, upgradeable RAM, and durable build.

Lenovo's ThinkPad P series consists of powerful, portable workstations designed for users in engineering, design, and media creation.

Still, if you dig the ThinkPad, the P1 is a flagship model that balances power and portability to a satisfying degree.

Why the Lenovo ThinkPad P1 Gen-8 gets an Editors' Choice awardThe 16-inch ThinkPad P1 (Gen 8) earns our Editor's Choice award for its successful execution of form and funct…

Renpho Lynx Ring ZDNET's key takeaways The Renpho Lynx smart ring is a bare-bones wellness tracker for $170.

The Renpho Lynx smart ring is a $170 smart ring that's much cheaper than its competitors.

Where other smart rings have added dozens of exercises to record, the Lynx smart ring offers only 30.

ZDNET's buying adviceRenpho's Lynx smart ring is a solid choice as a first smart ring for those with budget constraints.

Look elsewhere if you want a showstopping product, of which there are many more expensive options, including the Oura Ring 4, Galaxy Ring, and RingConn Gen 2.

Hopefully, this improvement will be most noticeable to people who like Bluetooth multipoint, a feature that allows one Bluetooth device to save multiple connections and switch between them.

Bluetooth 6 features Decision-Based Advertising Filtering and Monitoring Advertisers, which improve interoperability and enable faster reconnections to previously paired Bluetooth devices.

For example, Bluetooth LE Audio requires a device to have Bluetooth 5.2, but several devices with that version don't support it.

Another example is Channel Sounding, which received significant fanfare when the Bluetooth SIG announced it within Bluetooth 6.

As of early 2026, several smartphones support Bluetooth 6 but d…

Sennheiser RS 275 TV Headphones bundle ZDNET's key takeaways The RS 275 TV Headphones bundle is available for $300.

The HDR 275 headphones provide an Auracast gateway for iOS users, but their tight fit is a turn-off.

The RS 275 TV Headphones bundle opens a world of Auracast capabilities inside and outside of the home, bringing real-world application to life in a fresh package.

The RS 275 bundle includes the HDR 275 headphones, the BTA1 transmitter, power and audio cables, and a headphones stand.

Auracast is a winnerSennheiser's HDR 275 headphones are solid, but the BTA1 transmitter is the golden nugget of this bundle.

You can cut cable and still access live TV for a fraction of the cost. These are my favorite live TV streaming services, tested and ranked, in 2026.

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."

The tenth generation starter Pokémon were revealed in the trailer: Browt (a grass bird), Pombon (a fire puppy), and Gecqua (a water gecko).

While Anthropic has an existing partnership with the Pentagon, the AI company has remained firm that its technology not be used for mass domestic surveillance or fully autonomous weaponry.

The U.S. cybersecurity agency's acting director Madhu Gottumukkala will be replaced, after a year of cuts, layoffs, and staff reassignments, and allegations of security lapses and claims he struggled to lead the agency.

Similar to the streaming giant's Music and Podcast Charts, the Audiobook Charts will be updated weekly and highlight the top audiobooks overall and by genre

The lowest rates of the year for TechCrunch Disrupt 2026 end after today. Prices go up at 11:59 p.m. PT. Don't miss connecting with 10,000 founders, investors, and operators, and key takeaways from 250+ industry leaders. Register now to save up to $680, or up to 30% on group passes.

Zomato co-founder Deepinder Goyal's new wearable startup Temple has raised $54 million in a friends-and-family round at a post-money valuation of about $190 million.

The new funding consists of a $50 billion investment from Amazon as well as $30 billion each from Nvidia and SoftBank, against a $730 billion valuation.

An anonymous reader shares a report: Weeks after the U.S. Congress rejected unprecedented cuts to science budgets that the administration of US President Donald Trump had sought for 2026, funding to several agencies that award research grants is still not freely flowing. One reason is that the White House Office of Management and Budget (OMB) has been slow to authorize its release. The US National Institutes of Health (NIH) has so far not received approval to spend any of the research funding allocated in a budget bill signed into law on 3 February. The US National Science Foundation (NSF) was authorized to spend its funding just last week. And NASA has had its full funding authorized for r…

An anonymous reader shares a column: I'm going to take the diplomatic hat off here and say with brutal honesty: basically everybody in the music business hates Spotify except for the people who work there. It's a platform that sucks artists for everything they have, it actively prevents community building, and, despite all of that, the platform still struggles to maintain a healthy profit margin. The streaming business model is fundamentally broken. And eventually, its demise will become more and more obvious to recognize. I'll break down exactly why the DSP era is coming to a grinding halt, why the major labels are quietly terrified, and why the artists who don't pivot now are going to go …

The $200 billion video game industry is caught between studios eager to cut ballooning development costs through AI and a player base that has grown openly hostile to the technology after a string of visible blunders. As Bloomberg news, Arc Raiders, a surprise hit from Stockholm-based Embark Studios that sold 12 million copies in three months, was briefly vilified online for its robotic-sounding auto-generated voices -- even as CEO Patrick Soderlund insists AI was only used for non-essential elements. EA's Battlefield 6 and Activision's Call of Duty: Black Ops 7 both drew gamer anger this winter over thematically mismatched or poorly generated graphics, and Valve's Steam has added labels to…

An anonymous reader shares a report: Worldwide smartphone shipments are forecast to decline 12.9% year-on-year (YoY) in 2026 to 1.1 billion units, according to the International Data Corporation (IDC) Worldwide Quarterly Mobile Phone Tracker. This decline will bring the smartphone market to its lowest annual shipment volume in more than a decade. The current forecast represents a sharp decline from our November forecast amid the intensifying memory shortage crisis. Read more of this story at Slashdot.

Nasa announced on Friday radical changes to its delayed Artemis III mission to land humans back on the moon, as the US space agency grapples with technical glitches and criticism that it is trying to do too much too soon. From a report: The abrupt shift in strategy was laid out by the space agency's recently confirmed administrator, Jared Isaacman. Announcing the changes on Friday, he said that Nasa would introduce at least one new moon flight before attempting to put humans back on the lunar surface for the first time in more than half a century, in 2028. The new, more incremental approach would give the Nasa team a chance to test flight and refine its technology. As part of the changes, t…

A sprawling Chinese influence operation -- accidentally revealed by a Chinese law enforcement official's use of ChatGPT -- focused on intimidating Chinese dissidents abroad, including by impersonating US immigration officials, according to a new report from ChatGPT-maker OpenAI. From a report: The Chinese law enforcement official used ChatGPT like a diary to document the alleged covert campaign of suppression, OpenAI said. In one instance, Chinese operators allegedly disguised themselves as US immigration officials to warn a US-based Chinese dissident that their public statements had supposedly broken the law, according to the ChatGPT user. In another case, they describe an effort to use fo…

An anonymous reader shares a report: While some see AI as a tool to be used, its specific use and how it is deployed responsibly is being heavily debated online across a wide range of industries. In terms of journalistic content, and in this particular instance, reviews, review aggregator Metacritic has taken a firm stance on content published and submitted to their platform, that have been generated by artificial intelligence in some way. In a statement by co-founder Marc Doyle, sent to Gamereactor, he says this: "Metacritic has been a reputable review source for a quarter century and has maintained a rigorous vetting process when adding new publications to our slate of critics. However, i…

An anonymous reader shares a report: OpenAI CEO Sam Altman wrote in a memo to staff that he will draw the same red lines that sparked a high-stakes fight between rival Anthropic and the Pentagon: no AI for mass surveillance or autonomous lethal weapons. If other leading firms like Google follow suit, this could massively complicate the Pentagon's efforts to replace Anthropic's Claude, which was the first model integrated into the military's most sensitive work. It would also be the first time the nation's top AI leaders have taken a collective stand about how the U.S. government can and can't use their technology. Altman made clear he still wants to strike a deal with the Pentagon that woul…

Netflix is walking away from a deal to buy Warner Bros. Discovery's studio and streaming assets after the WBD board on Thursday deemed a revised bid by Paramount Skydance to be a superior offer. From a report: Earlier this week, Paramount raised its bid to buy the entirety of WBD to $31 per share, up from $30 per share, all cash. It was the latest amendment to Paramount's multiple offers in recent months -- and since moving forward with a hostile bid to buy the company -- and it's now unseated a deal between WBD and Netflix to sell the legacy media company's studio and streaming businesses for $27.75 per share. Last week, Netflix granted WBD a seven-day waiver to reengage with Paramount, re…

theodp writes: On Tuesday, Microsoft GM of Education and Workforce Policy (and former Code.org Chief Academic Officer) Pat Yongpradit posted an obituary of sorts for coders. "Computer programmers and software developers are codified differently in the BLS [Bureau of Labor Statistics] data," Yongpradit wrote. "The modern AI-infused world needs less computer programmers (coders) and more software developers (more holistic and higher level). So when folks say that there is less hiring of computer programmers, they are right. But there will be more hiring of software developers, especially those who have adopted an AI-forward mindset and skillset. [...] The number of just pure computer programm…

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() -> str: with open(Path("~/settings.json").expanduser()) as f: return json.load(f) def add_two_settings() -> int: settings = get_user_settings() return settings["opt1"] + settings["opt2"] You write a simple test:def test_add_two_settings(): # NOTE: need to create ~/settings.json for this to work…

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Hey r/SideProject! 👋 I’m currently building GlitchLoot — a new offerwall platform. The market for these is quite established, but I always felt like many existing platforms are cluttered, confusing, or lack transparency for the users. I'm trying to build something with a much cleaner UI and a straightforward reward system. We are planning our MVP launch for this March. Right now, I've just finished the main landing page and set up a waitlist. Before I go further into development and marketing, I would really appreciate your honest feedback on the site: 🔗https://glitchloot.com/ First impression: Is it immediately clear what the platform is about? Design: Does it look trustworthy and appealin…

Lifetime License I’ve always felt that window management on macOS should be more "invisible" and fluid. I built NeoTiler to bridge the gap between manual window dragging and complex, shortcut-heavy tools. The Problem: Most window managers require you to memorize dozens of keyboard shortcuts or deal with bloated, RAM-hungry apps. You end up spending more energy managing your windows than actually doing your work. NeoTiler makes controlling your desktop a natural reflex. Reduce friction. Keep your flow. Just focus on what you're creating. Comparison: You can manually resize and snap windows (slow and tedious). You can use complex, shortcut-based tools (steep learning curve). You can use heavy…

Why At twenty.com, we run a multi-tenant PostgreSQL setup with 3000+ schemas. Every time I needed to debug a user issue, I’d fire up DBeaver or Postico… and wait. And wait. Even in “read-only” or “no data types” mode, the UI would choke for minutes. In a support emergency, those minutes feel like hours. I tried every trick: loading only specific schemas, disabling features, even falling back to raw SQL just to avoid the GUI. But nothing was fast enough. it should be easy for a user to get access to data. So I built Paul—a read-only Postico alternative that loads instantly. And I tried to make it even simpler: let’s raise the bar of UX for daily tasks usage. Constraint: 1.5 weeks (nights/wee…

Hey everyone, I've been house-hunting in Germany for the past year. The biggest headache? Every listing says something like "well-maintained condition" — but then you find out the heating is from 1995 and the roof needs replacing. I kept building spreadsheets for each property to estimate renovation costs, check which government subsidies apply, and compare total investments. After the 10th spreadsheet I thought: this should be a tool. So I built Immo-Lens (https://immo-lens.com) as a side project: What it does: Upload a property listing (PDF, text, or photos) → get renovation cost estimates in 3 scenarios within ~30 seconds Automatic matching of government subsidy programs (Germany has up …

Hey everyone. If you're stuck in the "what should I even do?" phase, I wanted to share a free resource I put together to help with idea generation. Instead of manually digging through endless forum threads and search results, this tool continuously monitors the web and scrapes different side gigs into a single, living database. Right now, it has 300+ different ideas indexed. There is absolutely nothing to buy and no sign-up required... it’s just a free directory to help you brainstorm and find something that actually fits your schedule. Here is how you can use it to narrow down ideas: By Type: You can filter the entire list to only show "Online" (Remote), "In-Person", or "Hybrid" gigs depen…

Hi r/sideprojects! My team and I have been working on something to make cooking easier for everyone, especially beginners who feel overwhelmed before they even start. We just launched an app called Chomps: Cooking and Social that focuses on simple, approachable cooking. People post what they are making, you can save recipes you actually like, it helps break ingredients into a clean shopping list so grocery runs feel less chaotic, and you can also scan products to get health and dietary information. I would honestly love feedback from this community. What part of cooking feels the most overwhelming? Do you prefer shorter recipes or more detailed steps? Is planning or grocery shopping the big…

Okay so as you may or may not know I am currently building a tool called Link-up it is essentially a tool that allows users to DM TikTok comments and turn them into sales. But the issue is, TikTok does not allow this and as someone who has been working on this app for 30 days this was not good news. However I have decided to pivot and focus more on data and analytics rather than direct comments while my app will still have auto TikTok Comments it won't be the main selling point any more. Honestly I don't know what to do with this app anymore so if you guys have any ideas please help a brother out!! Thanks everyone...... submitted by /u/Resident_Cap_9138 [link] [comments]

I made a simple extension called ChatToMarket because i always felt burntout when it came to marketing and building in public. Now i can post directly to twitter without leaving cursor and ready to build in public for next launch. Hope this helps some(one), feedback is appreciated, happy Friday all! submitted by /u/PickleComfortable798 [link] [comments]

Here at Pudding Studio, we built Roleseek to help a few friends and colleagues land jobs. It worked, and word quickly spread. Before long, more people were asking to use it. That’s when we realized it could help beyond our immediate circle, so we opened it up to everyone. The goal is simple: make job searching less overwhelming and more human. No heavy subscriptions or complicated paywalls, just a fair one-time payment to cover the cost of AI and infrastructure and to keep improving the service over time. If Roleseek helps you land your next role, that’s a win for us too. https://roleseek.ai submitted by /u/nenadgrujicic [link] [comments]

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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.

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 […]