If you managed to put Tailscale on a jailbroken Kindle before it updated too far ahead, you got something pretty great, even if it wasn't the full Tailscale experience.

The last time we wrote about Tailscale on a Kindle, the client was basic, but it worked.

Tailscale on a jailbroken Kindle is typically forced to run in userspace mode, which means it cannot use the device's own network routing layer, known as TUN mode.

If you don’t really need any Tailscale powers outside the highly capable KOReader app, check out this Tailscale KOReader plugin.

You copy the plugin into KOReader’s plugins directory, trigger an “Install/Update Tailscale” from KOReader’s menu, copy a Tailscale key into a direc…

RADV is the open source Mesa Vulkan driver for AMD GPUs.

It has now effectively become the de facto Vulkan driver for AMD hardware on Linux.

On Windows however, AMD users are still served only by the proprietary driver.

But don't panic, we have a solution: porting RADV to Windows, bringing the same open source Vulkan implementation that has proven itself on Linux to them.

We hope this work demonstrates the value of an open Vulkan driver on Windows and helps motivate everybody involved to work toward that stable foundation.

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PART 3Dynamics Self-GuidanceZero-shotting RewardsNow the actual co-design problem: how do we generate a high-reward robot for a reward function the model has never seen during training?

The same model predicts both the embodiment and its dynamics, so we can feed those predictions into the user's reward function and get a predicted reward.

The model is, in effect, asking itself: “how should this robot change to increase the reward?” We call this Dynamics Self-Guidance.

Transformer Transformer predicts state and action tokens across the episode's horizon in parallel; the reward gradient then flows back through all of it to the embodiment tokens.

Composed across the 26 held-out UMI dish-washin…

For context, Betteridge’s law states:Any headline that ends in a question mark can be answered by the word no.

But I’m pretty sure that’s not the rule, because “this title used a question mark” is not regarded as a sick burn.

Under this theory, we should push back against all the Betteridgeing and insist that question titles are fine when the question is genuinely open, regardless of the answer, and that people are wrong to Betteridge unless the question mark is being abused.

A slightly more conciliatory version would be that if you use a question mark, it’s your responsibility to demonstrate that it’s a real question, not something you made up.

But part of me—a minority—thinks that perhaps…

To modern eyes, this may seem strange, given that modern operating system installation is most often a network-driven event.

After sockets, networked UNIX systems began to look broadly consistent.

ULTRIX drew heavily on BSD UNIX, or at least incorporated significant elements of it, and thus included sockets.

One by one, major manufacturers abandoned their proprietary operating systems or introduced forms of UNIX compatibility, and in doing so acquired sockets code.

Sun’s Network File System (NFS), built on UDP sockets, became widely adopted.

ZIL LeanZIL is a small relational language for describing named objects, the relationships between them, and rules that derive additional relationships.

A relation has three parts:subject ── relation ──▶ objectFor example:lean.Parser.parse ── implements ──▶ requirement.parseInputZIL Lean implements this model inside Lean 4.

The same project map can answer questions such as:which declaration implements this requirement?

Native ZIL Lean syntax represents the relations with Lean names:import Zil zil_fact node(doc.readme) ⟶[owner] node(user.u10) zil_fact node(group.engineering) ⟶[member] node(user.u11) zil_fact node(doc.readme) ⟶[viewer] node(group.engineering)Zanzibar uses relation tuples to d…

As such, she said investors are "taking some profit off the table" but are likely to reinvest in these stocks after the US holiday season, she said.

With advances in AI, we can now build a custom learning guide for each person.

I'm starting LearnVector to invent this next generation of learning.

In contrast, LearnVector will plan a path with you, adapt to how you learn, and patiently stay with you until you've mastered new skills.

LearnVector plans to work with Coursera to bring this trustworthy learning to everyone.

I'm grateful to Greg Hart and the entire Coursera team for supporting LearnVector.

I'm new to Rust and thought that a very pratical way to get in touch with it was writing something.

I've thought of writing my own .md to .html compiler for for a while.

So here we are, both my micro-blog and my project have come to life.

I've implemented very basic .md syntax for now, eventually will expand later.

Some time ago I read the dragon book, so writing a compiler was not a completely new thing, but it was fun to see that some of my own choices were pretty similar to actual .md to .html compilers, even Hugo itself.

State of multi-player WaylandI’ve been fascinated by the idea of attaching multiple mice to one computer, and then having multiple mouse cursors inside of one desktop environment!

And it turns out that Wayland has great built-in support for multiple seats!

The wayland protocolThis rabbit hole was the first time I looked deeper in what Wayland actually is!

I tried some:WestonWeston used to be the reference implementation of a Wayland compositor, and is being maintained by the Wayland team at freedesktop.org.

How to set up multiple seats on swayYou can list all inputs using swaymsg -t get_inputs and list all seats using swaymsg -t get_seats .

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Running one Spring Boot application or a handful of them on a VPS still calls for basic operational visibility.

Spring Boot Actuator already exposes much of that information.

Monitor Spring Boot without operating a full monitoring stack.

View StatLite on GitHubInstallation instructionsWhy the usual options can be more than you needActuator gives Spring Boot applications useful health and Micrometer metrics endpoints.

It is a focused option when the operational job is to monitor a few Spring Boot services without operating a full Prometheus and Grafana stack.

< button action =" /begin " method =" GET ">StartButton Actions are such a simple primitive that people often ask why they’re needed.

< form action =" /comments/123 " method =" POST "> < textarea name =" content ">I had a great day today! < button >Save < button formaction =" /comments/123/draft ">Save Draft < button action =" /comments/123 " method =" GET ">Cancel < button action =" /comments/123 " method =" DELETE ">Delete The first two buttons use existing HTML features, the second two buttons are made possible by Button Actions.

< button action =" / " method =" GET ">Cancel < button action =" /comments/123 " method =" DELETE ">DeletePhilosophically, Button Actions create a generic con…

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Launch a projectile and split its motion Find shortest paths with Dijkstra See why eigenvectors are special Approximate sine with Taylor polynomials

reFrame is an experimental camera with a color ePaper display.

reFrame's ePaper display has six pigments, so photos are dithered before they display on the screen.

The dithered photos look somewhere between a newspaper halftone and an old video game.

With ePaper, the photo on screen stays there even after powering off.

With ePaper, the photo on screen stays there even after powering off.

Comments

Oxygen loss disrupts the biological and chemical processes that help regulate Earth's climate and it threatens aquatic life ranging from microscopic organisms to fish and sharks.

Although marine mammals breathe air at the surface, they can still be affected as oxygen loss alters their prey, habitats and food webs.

They hope the review encourages scientists and policymakers to consider the drivers and impacts of aquatic deoxygenation in combination with other planetary stressors.

“Adding aquatic deoxygenation to the Planetary Boundaries framework will help us understand its impacts on Earth system stability,” said Ferrer.

Read the study: Abundant interactions and feedbacks between aquatic de…

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.

You signed out in another tab or window.

Reload to refresh your session.

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____ _ _ __ _ | _ \ ___| | |_ __ _ / _(_)_ __ | | | |/ _ \ | __/ _` | |_| | '_ \ | |_| | __/ | || (_| | _| | | | | |____/ \___|_|\__\__,_|_| |_|_| |_| An experiment in running Kimi K3 (2.8T parameters) on one Apple Silicon Mac Deltafin is a small research project that runs a Mixture-of-Experts model far larger than the machine it sits on.

Omitting max_tokens lets the model finish its answer (recommended); raw completions, which never end on their own, default to 256.

The 53 GB spine does not fit alongside everything else on a 64 GB machine, so it is re-read from disk every token — about half the total time.

A worker thread reads the next layer's spine data while the current layer computes.

…

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.

You signed out in another tab or window.

Reload to refresh your session.

You switched accounts on another tab or window.

Half-Life has finally landed for PowerPC based Macintosh computers 28 years after it's original release!

The game was originally planned to be released for Mac OS 9 by Valve in 1999, but was cancelled shortly before launch.

Valve didn't bring Half-Life to Mac OS X until 2013 which was well into the intel based CPU era, and now we finally have a release for PowerPC based machines.

This release supports G3 and G4 PowerPC based computers running Mac OS 9.0 or later.

This release also includes:Half-LifeHalf-Life: Blue ShiftHalf-Life: Opposing ForceThis is a huge achievement for the Macintosh gaming community, and doctashay deserves considerable credit for the work involved in bringing Half-Life…

Install and scannpm install @openai/codex-security npx codex-security login npx codex-security scan /path/to/repoRun npx codex-security --help to see all commands and npx codex-security scan --help for scan options.

On Windows, set an API key in PowerShell with:$ env: OPENAI_API_KEY = " " npx codex - security scan C:\code\repositoryTo store an API key, pass it on stdin:printenv OPENAI_API_KEY | npx codex-security login --with-api-keyUse npx codex-security login status to check the stored sign-in and npx codex-security logout to remove it.

If Codex stores credentials in the system keyring, run npx codex-security login once before scanning.

Sign in with gh auth login , then run npx codex-sec…

Toolcraft gives AI an application architecture, not just components.

It includes a working canvas, toolbar, layer system, timeline, and keyframe workflows, plus embedded AI skills, performance instructions, and visual testing rules to improve the quality and consistency of generated creative apps.

Works with Codex, Claude,Cursor or any other AI agent.

In 2025, the beauty and craft of writing software is being eroded.

Software development needs more simple joy, and I’ve found that creating toy programs is a great way to remember why I started working with computers again.

The point is not to build production-worthy software (although it is true that some of the best production software began life as a toy).

Regex engine (difficulty = 4/10, time = 5 days)A regex engine that can read a POSIX-style regex program and recognise strings that match it.

GameBoy Advance game (difficulty = 3/10, time = 2 weeks)A sprite-based game (top-down or side-on platform).

It's a reimagining of what modern source code management could be if we compromise on nothing.

Open source maintainers are getting burned out, making their time and attention ever more scarce.

When you manage your own deployment, you own your own data, all stored natively in Git using plain text files.

There are projects in the open source world that could benefit from features I'm passionate about.

But what if we reimagined what source code hosting using Git could be?

CP/M-68K and Motorola 68000 EmulatorEarlier this year I started coding on a Motorola 68000 emulator.

The original plan was to just add an MMU and do some minor changes to convert it to a Motorola 68010 after the base 68000 work had finished.

So instead I focused on pure 68000 support and adapted the emulator to run CP/M-68K instead, which I have used before.

A custom CP/M BIOS was written that is tied together with the emulator to handle console and RAM disk access.

Some CP/M programs however may emit terminal control codes which are simply passed through.

Ruby on Rails scales from PROMPT to IPO.

The part after the arrow"Scales from PROMPT to IPO" is a good line, and Rails has genuinely earned the first half of it.

So: what happens after you IPO?

A generated blog is a scaffold — it has the shape Rails intends, not the shape applications acquire.

The benchmark lane runs the capture frozen into ruby/ruby-bench, pinned to a fixed commit.

final class EmailChecked { final String email ; const EmailChecked .

final class RegistrationReady { final String email ; const RegistrationReady .

They must go through prepareRegistration() , which requires the three proof types, which can only be obtained by passing the respective checks.

JavaJava has final classes and private constructors:public final class Validated { private Validated () {} public static Validated create () { return new Validated (); } }This looks promising, but Java has reflection:Constructor < Validated > constructor = Validated .

Sealed classes make proof types even more powerfulpavanpodila pointed out that sealed classes push this technique further, and that is exa…

Defining JSON and schemas is no trouble in either language:Inductive json : Type := | jnull : json json | jstr : string -> json stringjson | jnum : nat -> json natjson | jarr : list json -> json list jsonjson | jobj : list ( string * json ) -> json .

liststringjsonjson Inductive schema : Type := | sany : schema schema | sstr : schema schema | snum : schema schema | sarr : schema -> schema schemaschema | sobj : list ( string * schema ) -> schema .

liststringschemaschema inductive JSON where | null : JSON | str : String → JSON | num : Nat → JSON | arr : List JSON → JSON | obj : List ( String × JSON ) → JSON inductive Schema where | any : Schema | strS : Schema | numS : Schema | arrS : Schema …

State of multi-player WaylandI’ve been fascinated by the idea of attaching multiple mice to one computer, and then having multiple mouse cursors inside of one desktop environment!

And it turns out that Wayland has great built-in support for multiple seats!

The wayland protocolThis rabbit hole was the first time I looked deeper in what Wayland actually is!

I tried some:WestonWeston used to be the reference implementation of a Wayland compositor, and is being maintained by the Wayland team at freedesktop.org.

How to set up multiple seats on swayYou can list all inputs using swaymsg -t get_inputs and list all seats using swaymsg -t get_seats .

Anatomy of a Frontier Lab Agent Intrusion: A Technical Timeline of the July 2026 IncidentPublished July 27, 2026 Update on GitHubA companion technical writeup to our incident disclosure .

While the intrusion did reach Hugging Face's internal infrastructure, the only customer content accessed was the set of ExploitGym/CyberGym challenge solutions stored in five datasets.

No code ran; this vector is purely a file disclosure, and it is the one the agent used first.

Vector 2: Jinja2 template injectionThe second vector is server-side template injection, which gave the agent code execution.

With node root and forged service-account tokens valid for 24 hours, the agent read the cluster's secret ob…

The Cipher Behind QSYRUPWD: Reconstructing IBM i Password HashesIntroQSYRUPWD (Retrieve Encrypted User Password) is an IBM i API that returns password-related data for a specified user profile in encrypted form to authorized callers.

GPR 5 (CIPHER input): In the memory area pointed by R5, the following pointer can be found:E890 80000000 00000000 D9818947 EC00E9A0In the memory area referred by the pointer above, the following data is stored:E9A0 E4E2C5D9 C2F14040 40400000 00000000 // Username in EBCDIC E9B0 00000000 00000000 00000000 00000000 E9C0 00000000 00000000 00000000 00000000 E9D0 00000000 00022D8C 32FBB32A 5E438562 // 0002 prefix and NT hash of the plain password twice: NT(password) …

Bloomberg:

A look at Kioxia, the Japanese NAND flash maker that went from being cash-strapped in 2023 to an expected 30-fold jump in operating income in Q1 FY 2026 — The chipmaker needs to prove it's more than an accidental beneficiary of a supply squeeze in storage.

Stephen Foley / Financial Times:

GPTZero finds AI hallucinations in four PwC Middle East reports; GPTZero's earlier investigations led EY and KPMG to retract reports with similar issues — Big Four consultant is latest firm found to have produced slapdash work while marketing expertise on the technology

Tamara Djurickovic / Tech.eu:

ETH Zurich spinout ZuriQ, which is developing trapped-ion quantum computing processors based on a 2D architecture, raised a $25.5M seed led by Quantonation — ZuriQ has secured seed funding to scale its trapped-ion quantum computing technology, expand its team, accelerate research and development …

Madhumita Murgia / Financial Times:

Sources: Google DeepMind has reassigned the majority of the original authors of the AlphaFold papers; about a quarter of the papers' full-time authors have left — Landmark project that solved protein folding gives way to a wider race to build AI systems for scientific discovery

@openai:

OpenAI releases an “early” version of the open-source Codex Security CLI for scanning repositories, verifying fixes, adding CI/CD security checks, and more — We quietly released the open-source Codex Security CLI, but Hacker News found it before we had a chance to share it here... You can now use it to scan repositories, track findings across runs, verify fixes, and add security checks to CI/CD. This is an early release, and we're listening to your feedback as we continue improving it.

Hannah Murphy / Financial Times:

Mark Zuckerberg says the US should not ban Chinese AI models and that AI model peer reviews or vetting could be positive if “done well with thoughtful people” — Meta chief warns against ‘regulatory capture’ of American rules on the technology — Mark Zuckerberg …

Rebecca Robbins / New York Times:

Doctors and researchers worry that FDA-related wagers on Kalshi and Polymarket could compromise drug development tests and erode public trust in the process — On the betting websites Kalshi and Polymarket, people can now wager on whether the Food and Drug Administration will decide this year …

Wall Street Journal:

Anthropic faces backlash from Silicon Valley partners, founders, and researchers for competitive tactics, guardrails, and lack of support for open-weight models — The AI pioneer faces growing distrust from startup founders and researchers over competitive tactics, guardrails and lack of support for open-weight models

Wired:

OpenAI says the rogue AI that breached Hugging Face used exposed credentials from “four accounts” tied to four “publicly available” third-party services — In a new disclosure, OpenAI says its agent used exposed logins to gain access to at least four …

Riley Moser / CBS News:

xAI sues Minnesota's AG over a state law banning apps and sites that create fake, sexualized pictures of individuals, claiming it violates the First Amendment — Add CBS News on Google — Billionaire Elon Musk's artificial intelligence company is suing Minnesota over a first-of-its-kind law …

Jenny Lee / CNBC:

SK Hynix reports Q2 revenue up 257% YoY to ~$54.34B, below ~$57.56B est., and operating profit up 557% YoY to ~$41.48B, below analyst estimate of ~$43.85B — SK Hynix on Wednesday posted another record quarterly profit, but missed analysts' estimates. — Here are SK Hynix's second-quarter …

Joanna Glasner / Crunchbase News:

Security- and AI-related startups have raised $855M across more than 150 reported seed-stage rounds this year, on track for an all-time high — Seed funding trends tell us a lot about how savvy investors see the future unfolding. And lately, the data tells us there's great concern about cybersecurity risks posed by AI.

Anhata Rooprai / Reuters:

OpenAI and Anthropic release statements in support of the “Pacing the Frontier” initiative; Anthropic says Dario Amodei and several co-founders have signed it — More than 1,100 employees from leading tech firms on Tuesday urged the U.S. government to support an international effort …

Christina Kyriasoglou / Bloomberg:

NXP reports Q2 revenue up 19% YoY to $3.5B, vs. $3.46B est., as it struggled to impress investors with a generally upbeat Q3 forecast; NXPI down 5%+ after hours — NXP Semiconductors NV struggled to impress investors with a generally upbeat forecast for the current period, the latest sign of deepening concern about the chip sector.

Reuters:

Sources: the OpenAI agent that breached Hugging Face also compromised a customer at AI infrastructure company Modal Labs — The rogue agent that escaped from OpenAI and went on a days-long hacking spree at the AI firm Hugging Face also compromised a customer at a second tech company …

Kyle Baird / The Block:

Bitcoin miner and AI infrastructure company Ionic Digital surged more than 25% to nearly $63 in its Nasdaq debut, giving it an implied valuation of ~$2.75B — Quick Take — Ionic Digital was formed from Celsius Mining's assets and later took direct control of its sites from Hut 8.

Hugging Face:

Hugging Face publishes a timeline of the OpenAI agent intrusion, including how the agent took ~17.6K actions, and details using GLM-5.2 to analyze the attack — This post walks through how the intrusion actually worked: the two initial-access vectors, how the agent pivoted and moved laterally …

Nate Wolf / Barron's Online:

Seagate reports Q4 revenue up 49% YoY to $3.6B, vs. $3.5B est., adjusted earnings of $5.71 a share, above analysts' forecast of $5.10; STX jumps 6%+ after hours — Choose Barron's as a preferred source of financial news — Key Points — Seagate Technology stock jumped …

Reuters:

The US FCC bans the import of new Chinese humanoid robots and power inverters, seeking to protect the US AI buildout from national security threats — The Trump administration on Tuesday unveiled bans that target imports of new Chinese robots and power inverters, seeking to protect …

Ina Fried / Axios:

Coursera is investing $100M in LearnVector, a new AI education company founded by Andrew Ng that aims to build AI agents that function as personal tutors — Coursera is putting $100 million into LearnVector, a new AI education company founded by Andrew Ng, a pioneer in AI and Coursera's chairman …

Bloomberg:

Over 1,100 staffers from AI companies, including John Schulman and OpenAI's Jakub Pachocki, sign a letter requesting the US government to “pace” AI development — More than 1,100 staffers across top artificial intelligence firms have signed a petition that calls on the US government …

Invest Like The Best on YouTube:

Q&A with Sam Altman on the Hugging Face breach, the race for compute, distillation, open source, concentration of power, robotics, OpenAI's future, and more — Sam Altman joins us for a wide-ranging conversation about OpenAI's next chapter, the race for compute, and what happens as artificial intelligence becomes mo...

Architecture as a code简体中文 | 日本語Visualize, collaborate on, and evolve your software architecture with always up-to-date, live diagrams generated from your code.

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

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

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

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

📄 Preprint: ADHD: Parallel Divergent Ideation for Coding Agents · 👤 Author: Udit Akhouri — @akhouriudit · LinkedInSide-by-side: baseline vs ADHDOne eval problem, same model, two strategies.

✅ Shipped nix-skills Nix packaging of the ADHD skill (pinned to commit 770834e ) for the Nix-based agent-skills ecosystem.

The deterministic layer (import-graph PageRank, git-churn fragility, GitHub PR/issue signals) produces an analysis object that is formatted as an ADHD problem + context .

Ships the ADHD method in the Claude Code skill ( SKILL.md ) with zero extra deps — Claude runs the frames itself.

(PR #8) ✅ Shipped Claude1.0 (Ro-Sama-33) Installed the ADHD skill into .agents/skills/adhd/ .

wigolo gives an AI agent one surface for everything web-related: search, fetch, crawl, extract, cache, find-similar, research, and autonomous gather loops.

Any other setup — any MCP client, agent framework, or self-hosted agent registers npx -y wigolo in its own MCP config.

ToolsTool What it does 🔎 search Multi-engine web search (18 direct adapters) with rank fusion, ML reranking, and an explainable per-result score.

🤖 agent Autonomous gather loop: plan → search → fetch → extract → synthesize, with a step log, time budget, and optional output schema.

search ( { query : 'local-first web search' , max_results : 5 } ) ; console .

Quick Start · How It Works · Interfaces · Docs · ContributingQuick StartThere's one decision to make first: how you run Openship itself (the control plane).

Team / always-on — self-hosted serverInstall the CLI (it bundles the API + dashboard), then run openship — an interactive wizard creates the first admin, wires your domain, and installs Openship as a boot service.

openship open opens the dashboard · openship stop stops it · openship update upgrades · openship up --foreground runs attached.

Self-host with raw Docker Compose (no CLI) The self-hosted stack lives in docker/docker-compose.yml and pulls published images from GitHub Container Registry ( ghcr.io/oblien/* ) — no build tooling, n…

English · 简体中文 · 日本語 · 한국어InstallClaude Code claude plugin marketplace add ayghri/i-have-adhd claude plugin install i-have-adhd@i-have-adhd Then type /i-have-adhd .

No local clone needed: Claude Code fetches the repo and keeps it updated.

Codex codex plugin marketplace add ayghri/i-have-adhd --ref main codex plugin add i-have-adhd@i-have-adhd Then type $i-have-adhd to apply the output style explicitly.

What it doesA skill for your coding assistant that stops it from burying the answer.

Tune itFork, edit skills/i-have-adhd/SKILL.md , then swap your copy in:claude plugin uninstall i-have-adhd # drop the upstream copy first: claude plugin marketplace remove i-have-adhd # fork and upstream shar…

T3 CodeT3 Code is a minimal web GUI for coding agents (currently Codex, Claude, Cursor, and OpenCode, more coming soon).

InstallationWarning T3 Code currently supports Codex, Claude, Cursor, and OpenCode.

Install and authenticate at least one provider before use: Codex: install Codex CLI and run codex loginClaude: install Claude Code and run claude auth loginCursor: install Cursor CLI and run cursor-agent loginOpenCode: install OpenCode and run opencode auth loginRun without installingnpx t3@latestTip: Use npx t3@latest --help for the full CLI reference.

Desktop appInstall the latest version of the desktop app from GitHub Releases, or from your favorite package registry:Windows ( winget )wi…

Form data that's yours.

The analytics surface today is intentionally operational: dashboard status, audit history, and owned form data instead of third-party visitor tracking.

An Instatic plugin is a zip package with a manifest.

Fast because there's almost nothing to loadA published Instatic page is mostly just a file sitting on disk.

git clone https://github.com/corebunch/instatic.git cd instatic bun install bun run devOpen http://localhost:5173 .

CAD SkillsCAD Skills is a library of agent skills for generating, inspecting, sourcing, slicing, and handing off CAD and robot-description artifacts from local project files.

Skill Summary Source CAD Creates and edits CAD models from plain-language or image requests, with STEP as the main output along with options to export to STL, 3MF and GLB.

skills/bambu-labs Implicit CAD Creates browser-native implicit CAD models using GLSL signed-distance fields and CAD Viewer raymarch rendering.

SkillsInstall CAD Skills with the Skills CLI:npx skills install earthtojake/text-to-cadThis is the preferred installation path.

PluginsProvider-native plugin installs are also available for Codex and Claude Co…

Kronos: A Foundation Model for the Language of Financial MarketsKronos is the first open-source foundation model for financial candlesticks (K-lines), trained on data from over 45 global exchanges.

Load the Tokenizer and ModelFirst, load a pre-trained Kronos model and its corresponding tokenizer from the Hugging Face Hub.

For efficient processing of multiple time series, Kronos provides a predict_batch method that enables parallel prediction on multiple datasets simultaneously.

Before running any scripts, please modify the following paths according to your environment:qlib_data_path : Path to your local Qlib data directory.

3.2 Finetune the PredictorThis step finetunes the main Kronos model…

Claude Skills are reusable instruction packages that teach an AI agent how to handle a specific class of tasks.

By @coffeefuelbumpdeep-research - Execute autonomous multi-step research using Gemini Deep Research Agent for market analysis, competitive landscaping, and literature reviews.

Using Skills in Claude CodePlace the skill in ~/.config/claude-code/skills/ : mkdir -p ~ /.config/claude-code/skills/ cp -r skill-name ~ /.config/claude-code/skills/ Verify skill metadata: head ~ /.config/claude-code/skills/skill-name/SKILL.md Start Claude Code: claude The skill loads automatically and activates when relevant.

Using Skills via APIUse the Claude Skills API to programmatically load and manage …

Hyprland is a 100% independent, dynamic tiling Wayland compositor that doesn't sacrifice on its looks.

It provides the latest Wayland features, is highly customizable, has all the eyecandy, the most powerful plugins, easy IPC, much more QoL stuff than other compositors and more...

InstallQuick StartConfigureContributeFeaturesAll of the eyecandy: gradient borders, blur, animations, shadows and much moreA lot of customization100% independent, no wlroots, no libweston, no kwin, no mutter.

Custom bezier curves for the best animationsPowerful plugin supportBuilt-in plugin managerTearing support for better gaming performanceEasily expandable and readable codebaseFast and active developmentNot afr…

OpenSEOOpen source alternative to Semrush and AhrefsOpenSEO is an SEO tool for the people.

If tools like Semrush or Ahrefs are too expensive or bloated, OpenSEO is a pay-as-you-go alternative that you actually control.

Bring your own DataForSEO API key and pay only for what you use.

Either way, you need a DataForSEO API key to get SEO data.

CostsOpenSEO needs a DataForSEO API key so that you can get SEO data.

PumpkinPumpkin is a Minecraft server built entirely in Rust, offering a fast, efficient, and customizable experience.

Compatibility : Supports the latest Java & Bedrock Minecraft server version while adhering to Vanilla game mechanics.

Security : Prioritizes security by preventing known security exploits.

: Prioritizes security by preventing known security exploits.

Entities Non-Living (Minecart, Eggs...) (W.I.P) Entity Effects Players Mobs (W.I.P) Animals (W.I.P) Entity AI Boss (W.I.P) Villagers (W.I.P) Entity SavingServer Plugins Query RCON Inventories Particles Chat Commands Permissions TranslationsProxy Bungeecord VelocityHow to runSee our Quick Start guide to get Pumpkin running.

three.js scene gallery at /three.js/ — five progressively richer ADR-097 demos: helpers, cinematic, GLTF skinned, FBX skinned, and a live MediaPipe→Mixamo retargeting feed driven by ESP32 CSI.

451 KB Easy breathing-sync Detects when two people breathe in sync 10 KB Hard cardiac-arrhythmia Spots irregular heartbeats and abnormal heart rhythms 8 KB Hard cough-detect Acoustic transient + spectral cough detector with 30s cluster aggregation.

451 KB Easy elevator-count Counts how many people are in an elevator 8 KB Med energy-audit Learns your schedule and cuts wasted energy 6 KB Med frost-warning Predicts frost 6 hours ahead via temperature trend + dewpoint-depression gate.

451 KB Easy water-le…

Built-in agent skills (Claude, Cursor, Codex, OpenClaw, Hermes)Skill What it does /find-your-level Ten-question placement quiz.

Deploy as autonomous workers — you wrote the loop yourself in Phase 14.

content raise StepLimitExceeded outputs/skill-agent-loop.md ship it --- name : agent-loop description : ReAct-style loop for any tool list phase : 14 lesson : 01 --- Implement a minimal agent loop that... outputs/prompt-debug-agent.md You are an agent debugger.

Given the trace of an agent run, identify the step where the agent went wrong and explain why...░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒░░░▒▒▒ContentsTwenty phases.

After editing any lesson, ru…

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Cassette SimulationThis project simulates cassette tape audio profiles using ffmpeg.

Prerequisitesbashffmpeg (compiled with libmp3lame)Repository StructureBASF LH Extra C90 : German ferric tape.

: German ferric tape.

: Higher-grade ferric tape.

: Vintage 90-minute normal tape.

The whole essay is very much worth reading, and might make you feel saner for harboring your own doubts regarding just how much has been changed in the world by generative AI.

One way I’ve been thinking about AI mania is this: Computers have profoundly changed the world.

But most people are incapable of understanding how computers really work, and thus personally aren’t able to do much with them.

Generative AI changes that.

Generative AI feels a bit magical to all of us, even those of us with mid-to-high levels of understanding how computers work and how to make them work.

Python Standalone Builds¶This project produces self-contained, highly-portable Python distributions.

These Python distributions contain a fully-usable, full-featured Python installation: most extension modules from the Python standard library are present and their library dependencies are either distributed with the distribution or are statically linked.

The Python distributions are built in a manner to minimize run-time dependencies.

The build artifacts can be recombined by downstream repackagers to derive a custom Python distribution, possibly without certain features like SQLite and OpenSSL.

PyOxy takes these Python distributions and adds some Rust code for enhancing the functionality o…

The rarest logic in the game; expect closest-match flags above 1.

1-step chains feel like overlap moves; 2+ guarantees a genuinely deep moment.

An Extreme grid must force at least this many what-if moves: assume a square, watch a clue break.

A Hard grid must force at least this many two-clue overlap moves (plus at least one subset move).

How difficulty worksEvery grid you generate is solved end-to-end by the same logic engine that powers the in-game hints.

It’s become strangely difficult to attend a work meeting without the presence of an AI recording tool that’s carefully jotting down what every single participant is saying.

AI tech executives are growing increasingly reliant on these tools — sometimes to an astonishing degree.

“In the office, we actually get really bummed when we realize we’re having a conversation and we forgot to turn on Granola,” AI marketing platform Flint CEO and cofounder Michelle Lim told the WSJ.

Then there are the glaring privacy implications of recording every single conversation, not just with colleagues but with strangers on dates.

“I don’t think companies should use it at all.”More on recording and AI: Woman Al…

sqlite-backed shell history

Buildkite – You deserve better CI.

Buildkite is engineered for frontier scale and trusted by the teams setting the pace.

WorkOS – Auth for CLI with AuthKit from WorkOS — Bring secure browser-based login to your terminal apps using the OAuth Device Flow, with the same polished AuthKit experience plus SSO, MFA, and passkeys.

Learn more at WorkOS.com and AuthKit.com

Coder.com – Secure environments where devs and agents work in parallel.

WorkOS – Auth for CLI with AuthKit from WorkOS — Bring secure browser-based login to your terminal apps using the OAuth Device Flow, with the same polished AuthKit experience plus SSO, MFA, and passkeys.

Learn more at WorkOS.com and AuthKit.comNotion – Custom Agents that automate the busywork so your team can focus on real work.

Try them free at notion.com/changelogFly.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.

Coder.com – Secure environments where devs and agents work in parallel.

Tailscale – Adam loves Tailscale!

Tailscale deploys quickly and enables Zero Trust access to any resource on your network.

From CI/CD runners across multi-cloud environments, to SaaS tools and infrastructure, Tailscale connects it all, seamlessly.

When agents help developers write code in minutes, validation becomes your bottleneck.

Coder.com – Secure environments where devs and agents work in parallel.

Tailscale – Adam loves Tailscale!

Tailscale deploys quickly and enables Zero Trust access to any resource on your network.

From CI/CD runners across multi-cloud environments, to SaaS tools and infrastructure, Tailscale connects it all, seamlessly.

When agents help developers write code in minutes, validation becomes your bottleneck.

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.

WorkOS – Auth for CLI with AuthKit from WorkOS — Bring secure browser-based login to your terminal apps using the OAuth Device Flow, with the same polished AuthKit experience plus SSO, MFA, and passkeys.

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

When agents help developers write code in minutes, validation becomes your bottleneck.

RWX gives agents programmatic control, sub-second cached builds, and semantic outputs they can act on.

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 Wire…

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.

Server ErrorOops!

Looks like the server had a hiccup.

Try reloading the page to see if the issue has cleared up.

In the meantime, enjoy some clips!

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.

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

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

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

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

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

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

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

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

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

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

Changelog News!

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

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

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

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

Changelog News!

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

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

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

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

We test dozens of gadgets each year - these are some of our favorite keychain accessories we're still using.

Apple Upgrade is best for those who like to upgrade their iPhone annually.

Apple Upgrade, the company's new device leasing program, allows customers to lease devices through the buy-now, pay-later giant Klarna for 12-, 24-, or 36-month periods before upgrading.

Apple Upgrade replaces the iPhone Upgrade Program, a 24-month financing plan, and lets customers forgo bundled AppleCare and complete only a soft credit check to determine lease eligibility.

Like the original iPhone Upgrade Program, Apple Upgrade is ideal for people who want to upgrade their iPhone to the latest generation each year, and are comfortable with leasing it -- not owning it outright.

So whether you lease through Apple Upg…

You probably need less storage than you think.

Also: How much RAM does your phone really need in 2026?

Aside from apps, videos are probably the single biggest storage hog.

Unless you're downloading a lot of intensive apps and keeping videos locally instead of the cloud, you probably need less storage than you think.

Phone storage breakdown64GBMotorola G Play Cesar Cadenas/ZDNETThis is the absolute minimum for storage in 2026.

Two ways to remap your keyboard's Copilot keyUntil then, there are a couple of key (pardon the pun) ways to remap the Copilot key to something more helpful.

Remap the key in Windows settings You can remap the key directly in Windows settings, though your options are extremely limited.

Under Shortcuts & hotkeys, the setting for "Customize Copilot key on keyboard" may be set to Copilot.

Use the Keyboard Manager in Microsoft's PowerToys Microsoft's free PowerToys utility offers a keyboard remapping tool called Keyboard Manager.

Scroll through the list of choices and select the key you wish to activate when you press the Copilot key.

ZDNET's key takeawaysLG is cracking down on apps that quietly turn smart TVs into residential proxies.

The cybersecurity firm examined 6,038 smart TV apps across LG's webOS and Samsung's Tizen platforms.

Of the LG apps investigated during the research, 42.5% contained residential proxy functionality.

Going forward, LG plans to improve its smart TV app vetting process, including for those that incorporate SDKs for residential proxy functionality.

Review any remaining apps on your smart TV to see if there is any evidence of residential proxy demands.

Criminals behind a ransomware attack will demand payment in return for a decryption key -- which may or may not work.

In total, NCC Group recorded 2,229 ransomware attacks, compared to 2,165 in Q1 2026, which in turn saw a 3% decrease (.PDF) from Q4 2005.

Also: Why this fully agentic ransomware attack is giving researchers nightmaresLet's compare this with Check Point data.

Defense advice for your organizationIf we assume the worst -- that ransomware attacks are not in decline at all -- how should your business prepare for the worst?

Cybersecurity experts make the following four recommendations:Also: Best VPN services: Expert tested and recommendedVPNs: NCC Group's latest report suggests th…

Sonos's software comeback is nearly complete, with small but mighty fixes. Here's everything you need to know.

ZDNET's key takeawaysApple's iOS 26.6 preps your phone for Siri AI searches.

Apple has pushed out iOS 26.6, likely its last update for the current operating system.

On its support page for iOS 26.6, Apple says that this update optimizes the Spotlight index to prepare for iOS 27.

iOS 26.6 will kickstart this process, so the index is already built by the time you update to iOS 27.

Still, if you do have the right type of phone, installing iOS 26.6 will let you tap into Siri AI for Spotlight searches more quickly once you've moved to iOS 27.

ZDNET's key takeawaysToken-maxing to support agentic AI is unsustainable.

Agentic AI is set to transform how every business operates -- and creating a cost-effective technique for exploring agents is an urgent priority, suggested Lucas.

Letting people shineSnowflake CEO Sridhar Ramaswamy recognized that token consumption is on the rise, even in his own organization.

Like Luizzi, Sitaraman said guidelines can help set tight boundaries for token consumption.

And at some point, if we look at all the companies investing crazy money into agentic AI, the bill will come back."

Many of the things you're not allowed to do on an aircraft are things you shouldn't be doing at all.

ZDNET key takeawaysAIO Launcher is an information-centric Android launcher.

It took me long enough, but I finally found what I've been looking for: AIO Launcher.

And although the tool might not have an abundance of themes, what it does have is as good-looking as any theme on any Android launcher I've used.

By the way, I also tested AIO Launcher on an Android tablet, and it's just as good.

Screenshot by Jack Wallen/ZDNETYou can install AIO Launcher from the Google Play Store and use it for free.

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.

If you're a college student, Spotify has an exclusive bundle that can save you cash on music and streaming. Here's how to get it.

The deal is Cyera's third acquisition this year.

Spur Intelligence has raised a $200 million round from Insight Partners for its tech that can identify legit human traffic from bots.

Runlayer is suing Rippling after Rippling evaluated the startup's MCP gateway product and then opted to build one itself.

His change of position comes after "the first security incident that I have felt very viscerally."

Ozlo’s first major update to its sleep earbuds introduces longer battery life, improved connectivity, enhanced audio, and new sleep features as the startup continues the product line once abandoned by Bose.

According to NASA, two of the three reaction wheels that control the spacecraft's alignment have failed, and there are problems with one of the spacecraft's thruster systems.

Rep. Kevin Mullin (D-California ) has proposed a bill that would direct federal regulators to establish minimum national safety standards for autonomous vehicle operators.

Ina and David Steiner inspired the ire of high-level eBay executives after occasionally criticizing the company in their newsletter. In 2019, a plot was concocted to intimidate the couple into halting their negative coverage.

Despite predictions that AI agents could make traditional apps obsolete, developers are shipping new software faster than ever. From smarter bookmarking tools and neighborhood marketplaces to digital pen pals and nature journals, here are the latest App Store finds worth adding to your Home Screen.

HBO Max, like other streaming platforms, is rethinking content discovery as large libraries are making it hard for viewers to find something to watch and as audiences become accustomed to short-form content on platforms like TikTok and Instagram Reels.

The investment comes after speculation that Saudi Arabia may take Lucid Motors private -- which the EV maker has denied.

The largest grid operator in the U.S. says it will cut power to large data centers to prevent blackouts starting next year.

After reporting better-than-expected Q2 results, PayPal said it remains focused on its AI-driven turnaround, but would consider a deal that creates more value for shareholders.

The app is currently available to X Premium and Premium+ subscribers in the U.S.

Apple has replaced its iPhone Upgrade Program with Apple Upgrade, a Klarna-backed U.S. leasing service covering most iPhones, iPads, Macs, and Apple Watches. MacRumors reports: Apple Upgrade has lower base prices than the iPhone Upgrade Program, with iPhones available starting at $17.99 per month and the Apple Watch available starting at $11.99 per month. Macs can be leased starting at $24.99 per month, and iPads start at $11.99 per month. AppleCare+ is optional and not included in the lease price, with customers also able to opt for AppleCare One. There are 12-month and 24-month leasing options for the iPhone and Apple Watch, along with 24-month and 36-month leasing options for the Mac and…

AI-assisted vulnerability discovery has yet to produce the expected surge in real-world attacks: VulnCheck found that only 14 of 1,061 attributed discoveries, or 1.3 percent, had been exploited, which is "almost identical to the rate across all vulnerabilities in VulnCheck's dataset," reports The Register. "That's a far cry from the narrative that frontier AI is dramatically tilting the balance in attackers' favor by churning out instantly weaponizable bugs." The findings suggest AI is currently better at increasing the volume of bugs found than making them easier to weaponize. From the report: The report takes particular aim at Anthropic's much-publicized Project Glasswing, unveiled in Apr…

eBay and several former executives have agreed to pay $56 million to Ina and David Steiner, the newsletter writers targeted in a 2019 corporate harassment campaign that involved threats, surveillance attempts, and deliveries of live insects and other disturbing items. The settlement closes the couple's civil case after seven former employees pleaded guilty to criminal charges related to the scheme. TechCrunch reports: Ina and David Steiner, a married couple and the co-authors of EcommerceBytes, inspired the ire of high-level eBay executives after occasionally criticizing the company in their newsletter. In 2019, a plot was concocted to intimidate the couple into halting their negative cover…

Anthropic's Claude Mythos Preview has "found flaws in a weakened version of a digital encryption standard that is in pervasive use throughout the internet," reports The New York Times. Researchers said the model discovered novel attacks against weakened versions of AES and the experimental post-quantum HAWK system, including one that was 200 to 1,000 times faster than previous human-developed methods. From the report: The flaws identified do not concern a cryptographic standard currently in use today, which means that modern banking and communication systems are not subject to immediate potential intrusions from A.I. Instead, Anthropic's technology cracked a watered-down version of an algor…

An anonymous reader quotes a report from Ars Technica: Minnesota, the first US state to prohibit prediction markets, was prevented from enforcing the law by a federal court ruling just days before the ban was scheduled to take effect. But while Minnesota was stopped from enforcing a total ban, the state may ultimately be allowed to prohibit some types of prediction-market wagers. The Trump administration and the two largest prediction markets -- Kalshi and Polymarket -- sued Minnesota after the state enacted the law in May. The cases were consolidated, and a ruling (PDF) issued yesterday imposed a preliminary injunction blocking the law that was scheduled to take effect on August 1. Minneso…

DEF CON has banned "Meta-style glasses with recording capabilities," with no exceptions being made even for those with prescription versions. "Be sure to pack non-violating eyewear if you need them," DEF CON said. The Register reports: [The conference's official photo policy] has not been updated since 2023, predating the recent growth of camera-equipped eyewear developed by Meta with EssilorLuxottica under its Ray-Ban and Oakley brands. It states that public photography is permitted but with several caveats that essentially prohibit capturing the image of anyone, except on-stage speakers, unless the photographer obtains consent from the subject(s). "Love to see a 'no pervert glasses' polic…

GrapheneOS is defending its duress-password feature after an environmental activist used it to wipe his Pixel phone during a U.S. Customs search and was later indicted for allegedly destroying property under government control. The nonprofit says the operating system is "completely legal," cannot recover the erased data, and should not be weakened with encryption backdoors. Meanwhile, the activist faces up to five years in prison if found guilty. PCMag reports: In a post on Saturday, the Canadian nonprofit behind the operating system, the GrapheneOS Foundation, explained that the software offers a range of features to prevent data extraction. For example, one safeguard is the "auto-reboot t…

The review embargo has lifted for the new Framework Laptop 13 Pro, and the consensus across the board is that it is a massive leap forward in terms of build quality and battery life. The main issue reviewers complained about is the sky-high price, with the higher-end model jumping dramatically from $2,100 up to $2,900 due to the memory shortage crisis. (Some note that the price "nearly doubled" overnight while they were in the middle of testing.) In his video review, Marques Brownlee says, "This is their best build yet. They're finally doing what people have been asking for: a premium... modular... laptop." ZDNET agrees that this device "represents a new approach for Framework and a maturat…

An anonymous reader quotes a report from 404 Media: Claude is exposing a wealth of users' chats and creations in Google search results, meaning anyone can dig through conversations or other material that people used Claude to make but may not have realized were publicly available for strangers to see. The exposed data includes an AI-powered therapy app that someone appears to have vibe-coded, notes on meetings, and a dashboard someone made apparently to analyze medical billing data. Exposed chats reportedly include private cryptocurrency wallet keys and personal information like peoples' addresses Like other chatbots, Claude lets people share their conversations with others by creating a pu…

Arizona State University has launched a 120-credit bachelor's degree in content creation that teaches video, podcasting, branding, analytics, media law, and social strategy. For their capstone, students are "expected to build a real social media account and demonstrate audience growth during the program," reports Dexerto. From the report: The Content Creation BA is housed within ASU's Walter Cronkite School of Journalism and Mass Communication and appears in the university's 2026-2027 course catalog. The 120-credit-hour degree prepares students to become "an influencer and strategic storyteller" by teaching video production, podcasting, personal branding, audience analytics and social media…

A new analysis of 89 major geological events over the past 260 million years found evidence that mass extinctions, volcanic eruptions, ocean crises, and other upheavals may cluster around a roughly 27.5-million-year cycle. The cause remains unknown, with possibilities ranging from mantle activity and orbital changes to speculative galactic influences. Slashdot reader alternative_right shares a report from ScienceAlert: One possibility lies deep within Earth itself. The planet's mantle is constantly circulating through convection, albeit at an almost unimaginably slow pace. Periodic changes in mantle convection, or the initiation of mantle plumes, could influence volcanism, plate tectonics, …

An anonymous reader quotes a report from Ars Technica: One missing underscore in a Skyrim-themed username put an innocent Nova Scotia man in prison for 18 months. A 2018 child-luring investigation, which began in Madison, Wisconsin, and eventually extended to Halifax, Canada, was based on a false premise. Police were looking for a man using the Kik messaging service under the name "fus__ro_dah" (two underscores after "fus"), but they accidentally requested records for the username "fus_ro_dah" (one underscore after "fus"). This one-character difference led them not to the perpetrator but to a Canadian man named Brandon Klayme. (Ars readers may recognize "fus ro dah" as the Unrelenting Force…

Здравствуйте, Илья!

Я разрабатываю игру и столкнулась с задачей, в которой не могу найти удачное визуальное решение. В левом верхнем углу экрана у меня отображаются квесты. Верхняя строка — это глобальная цель («Покиньте подводный комплекс»), а ниже отображается текущий квест и его этапы, которые ведут игрока к глобальной цели. Мне кажется, что сейчас эти два уровня задач недостаточно хорошо отличаются друг от друга, из-за чего игрок может воспринимать их как один список.

Как бы вы пересобрали интерфейс квестов, чтобы различие между глобальным и текущим стало понятным с первого раза? Спасибо!

Когда что-то мучает, крутится в голове и рядом не находится ни одного несчастного знакомого, готового выслушать длиннющую, сбивчивую цепочку рассуждений, «train of thought» из шестидесяти вагонов, нагруженных слабо связанными материалами — справляется блог. Это и есть моя психотерапия: выписать всё, что накопилось, сложить камни на берегу и некоторое время не бросать их обратно.

Stratechery is on vacation the week of July 27. There will be no Weekly Article or Updates. The next Update will be on Monday, August 3. Sharp Tech, and Greatest of All Talk will also return the week of August 3. Sharp China and Asianometry will continue to publish, and there will be one episode of Dithering next week. The […]

My latest fun project is a BASIC interpreter called

Acidica. Classic BASIC is an

old-school language first developed in 1964 that saw an explosion of

implementations on microcomputers in the ‘70s and ‘80s. It’s much more primitive

than the Visual Basic that you might be familiar with.A simple BASIC program:10 INPUT "What is your name"; U$

20 PRINT "Hello "; U$

30 INPUT "How many stars do you want"; N

40 S$ = ""

50 FOR I = 1 TO N

60 S$ = S$ + "*"

70 NEXT I

80 PRINT S$

90 INPUT "Do you want more stars"; A$

100 IF LEN(A$) = 0 THEN 90

110 A$ = LEFT$(A$, 1)

120 IF A$ = "Y" OR A$ = "y" THEN 30

130 PRINT "Goodbye ";U$

140 END Run it, and you get this:What is your name? Ned

Hello Ned

How many stars…

Есть ли сейчас смысл добиваться какой-то частоты контента в личном или профессиональном блоге? Или это миф, что контент должен выходить регулярно? Несколько лет назад слышал, что для отображения в лентах нужно постить регулярно. Насколько это актуально для ТГ?

The best Stratechery content from the week of July 20, 2026 including Chinese models and frontier futures, what happened to Hugging Face, and the NBA and its second apron bet.

OpenAI accidentally hacked Hugging Face, but the takeaways are more encouraging than people realize.

Netflix's earnings were fine, and befitting a mature company whose most exciting days are likely behind them.

Как наиболее правильно делать презентацию логотипа?

Достаточно ли просто отправить его, скажем, на фоне разного цвета и чёрно-белый вариант или логичнее расположить логотип на какой-то продукции клиента (сайт, автомобиль, зажигалка, витрина и т. д. ) для большей наглядности?

Очевидно, что клиенту будет понятнее, если мы покажем, как логотип будет работать в жизни, но и каждый раз «натягивать» логотип на какие-то картинки может отнять достаточно много времени.

Everyone is worried about Chinese models, but the frontier labs will be fine; we need to enable open U.S. alternatives.

Everyone is worried about Chinese models, but the frontier labs will be fine; we need to enable open U.S. alternatives.

Niki is looking for a next gig

The best Stratechery content from the week of July 13, 2026, including the end of the mainframe, the continuing adventures of OpenAI, and answering the question, "Is Netflix Washed?".

I drew a raccoon and other important updates.View on my website

Закон допускает защиту — но только если контент закрыт техническими средствами. Пейволл, авторизация, закрытый раздел. Если произведение открыто, его использование ...

The post Госдума разрешила обучать ИИ на ваших текстах. Без спроса и без денег first appeared on Непиши.

IBM announced preliminary results that spooked the software market generally; this is a story, however, specifically about IBM and its mainframe franchise.

Есть ли проблема с этим расписанием? Это расписание автобусов на остановке в Тюмени. Мне кажется, что оно не совершенно и хотя бы подписи остановок на маршруте точно можно переверстать, так как по диагонали читать не особо удобно, а также в некоторых местах они вот вот и столкнутся с временем прибытия.

В этом году появился более-менее стабильно работающий софт для накрутки позиций карточки в Яндекс.Картах. И мы на него прыгнули, потому что даже приличные старые клиентские карточки болтались за пределами ТОП-5, а то и ТОП-10, и собирали максимум 5-15% трафика.

My mother is 86, and she is declining. Things that used to be easy for her

now seem completely foreign. She was a programmer, writing software before I

could read, so it is very strange to see her like this.She no longer uses a computer. If I mention some photos I found online, she

asks if there’s any way she can see them, as if she has never used the internet.

This is a new reality for me, but is easier than a year or two ago when she

still tried to be constantly online. As things got more confusing for her, she

struggled and complained “the computer is haunted.” Now she doesn’t have the

computer as a source of friction, but also not as a center of activity.In many ways, she is following a…

OpenAI has refashioned Codex as the new ChatGPT; is the company abandoning the chat category they pioneered?

Squawkbox is a boiler fleet monitor.

Кириллические кракозябры могут появиться где угодно. Но есть места, где их в принципе не должно быть. Просто потому, что там нельзя вводить кириллические символы. То есть ввести-то их можно, но система их не воспримет и выдаст ошибку. Например, поля ввода электронной почты, логина, пароля, поле в онлайн-переводчиках предназначенное для ввода некириллических символов.

Раз уж эти поля могут съесть только латиницу, почему в них до сих пор не сделали принудительную замену кириллических символов, на соответствующие латинские (й — q, ц — w и так далее)? Это уменьшило бы количество ошибок, совершаемых людьми, и сберегло кучу нервов и времени.

Fun games you've never heard of, new ones every day.

2mn to learn, and the group chat is yelling by round three.

I want to make oneSay the idea out loud, an AI writes every line — that's vibecodingvibecoding, nounDescribing the thing you want in plain English while an AI writes every line of code.

If you can send a text message, you can do it..

Describe your game, play it with friends minutes later.

Max file size: 400 MB (anonymous) · 1 GB (accounts)By using our service, you agree that you are at least 16 years of age and agree to our Terms of Service

Drop one image — get every size Twitch, Discord and 7TV ask for.

Stickers are larger: 320×320 with a 512KB cap (animated stickers use APNG — export the static PNG here and convert if needed).

Static emotes must stay under 25KB per file; animated GIF emotes may go up to 1MB .

Why is there a 25KB limit on Twitch emotes?

Twitch caps static emotes at 25KB per file to keep chat rendering fast for everyone.

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I built PsstDrop and I’m looking for feedback on whether the value is obvious. The basic idea: You create a drop, share the link, and the drop disappears based on the rule you choose — after opening, after a view limit, or at a specific time. I built it because not everything people share needs to live forever in a chat thread, cloud folder, or permanent link. Current use cases I’m thinking about: - one-time private notes - surprise / birthday messages - temporary file drops for signed-in users - time-released messages - links that should expire after being opened I’m not trying to position this as a full security vault or “military-grade encryption” product. The goal is a simple temporary …

Hi everyone, I've spent the NFL offseason developing The Cut, which takes the classic game of NFL survivor but with players instead of teams. The graphic outlines the rules, and if you have any experience playing in survivor pools or fantasy football I think you will appreciate the strategy behind this game. Free to join - make a contest and share with friends or join a public contest. Appreciate any and all feedback!!! https://apps.apple.com/us/app/the-cut-nfl/id6752984060 submitted by /u/muddycleats92 [link] [comments]

I rebuilt UrbanDaddy’s “The Next Move” concept for NYC. Does it actually solve the “where should we go next?” problem submitted by /u/schizhik [link] [comments]

Searches arXiv, Semantic Scholar, and Crossref at once, dedupes results across sources, and re-ranks by relevance using a small AI model that runs in your browser (not a server) - so it's free with no usage caps. No login - saved papers live in localStorage. There's also a one-click "copy prompt" button that formats a paper for you to paste into whatever LLM you already use, instead of me having to pay for/manage an LLM API myself. Live: https://paperfinder.dev https://github.com/emmanuel-adu/paper-finder submitted by /u/Routine_Goal7991 [link] [comments]

Hey all, Rung is a daily word game with one answer per day, sitting behind 5 clues that go from 5 points down to 1. Guess early and you score more, but a wrong guess drops you two rungs. For awareness...I made this as a passion project based on my family's love for trivia. It's totally free...no account needed. I'd love any feedback. https://dailyrung.com submitted by /u/Far_Worry2359 [link] [comments]

I thought I'd share a project I've been building with Lovable. It's a free-to-play browser game called Evolvers (there's an optional store, but everything can be played for free). At its core it's an infinite ascension idle game mixed with monster evolution, with two extra game modes: Kindred Runner and The Corrupted Arena. The main gameplay revolves around collecting different energy types to unlock and evolve your Kindred. As you progress through ascensions, you gradually unlock Bio-Weapons, Habitats and Companions. There are also encounters with rival creatures known as the Predators, and later on your Companions and ships can join in certain battles. The art style started out as simple …

Looking for a technical co-founder — meeting AI concept, validated, mockups built I've been developing a concept for a "conversation copilot" — a tool that sits alongside a video/in-person meeting and lets you click any part of the conversation to pull up real, relevant background info (via Claude + web search), instead of a generic auto-summary feed. I've built and tested several interactive mockups (working prototypes, real API calls) validating the core interaction — [link]. I have real product/UX judgment on this but no coding background, so I'm looking for a developer interested in building the real version as a co-founder, not a hired gun. Open to discussing equity split. I work by da…

I know I'm posting about the same product again, but this is a real architecture change, not a bump. A few weeks ago I shared IDVault here and got real, direct pushback — the sharpest version being that a security page describing encryption isn't verification, and that the only architecture where a user doesn't have to trust me at all is client-side, zero-knowledge encryption. That criticism was correct. At the time I said it wasn't how the architecture worked and that changing it wouldn't be a quick patch. It wasn't. But I had almost no users and nothing uploaded, so it was the cheapest that rebuild was ever going to be. So I did it. **What changed:** - Documents, filenames, and notes are …

I'm a solo dev. I lift for fun (and mental health!), not impressively, just consistently. For years I tracked workouts in the Notes app, or my own head, because every tracker I tried felt like it was built by someone who doesn't train: no superset support, rest timers that reset when you switch screens, I don't care about the video of the exercise, I just want to log my stuff and not be paywalled after 5 reps. So I built the one I wanted. GoGAINZ went live on iOS and Android about two weeks ago. The bet underneath it: most fitness apps sell transformation, but the people who actually last aren't transforming. They're consistent. So the app respects the boring sets instead of gamifying them …

My wife is on an iPhone, I'm on a Galaxy. We kept losing track of household stuff — who's buying what, whose turn it is, when a bill is due. We tried the obvious things: - Todoist / TickTick: great apps, but sharing is a workspace feature layered on top of a personal to-do app. Felt like using a project management tool to ask someone to buy milk. - Notion: we both stopped opening it within a week. - Apple Reminders: my Galaxy doesn't exist as far as it's concerned. The specific thing I wanted was for the list to be on the lock screen. Not one tap away. Zero taps. If I have to open an app to see it, I won't. So I built TwoDo. Deliberately narrow: - Exactly two people. Not "up to N". I kept g…

Chrome Web Store: PrismTab - New Tab Dashboard Website: prismtab.app submitted by /u/ogerx [link] [comments]

Hey everyone! Building a SaaS is hard, but getting honest feedback is even harder. So I thought it'd be cool if we helped each other out. Drop your SaaS in the comments and include: • What your product does • Who it's for • One thing you'd like honest feedback on I'll personally review as many as I can and leave constructive feedback. If you share your project, please take a few minutes to review someone else's too. Let's help each other build better products. submitted by /u/eyondo-1 [link] [comments]

Hey everyone, I’m feeling a bit nervous but excited. After months of late nights and learning as I go, I finally finished building my very first real app: VowKnot.com. It’s a platform to create beautiful, interactive digital wedding invitations. This is the first thing I’ve ever built with this much dedication, and I poured my heart into the design and animations because I noticed competitors in this space charge way more than they should for really basic, boring static pages. I want to charge a decent, fair price for something that actually looks premium and wows guests. How it works: You pick a template. You fill in your details (names, dates, story, events). It generates a live, interact…

It was totally useless before, now its only slightly useless. Now some ghosts appear as you browse around. On PC, use W-A-S-D keys, SPACE, SHIFT and mouse to explore. On mobile, you will have instructions on screen. https://anshs.github.io/matrix-rain/ submitted by /u/thepolymoth [link] [comments]

Hey everyone, I'm a solo Android developer and for the last 6 months I've been building Eudaemon for myself first: the habit tracker I always wanted to use. I tried many habit apps, but I was tired of two things: feeling like I was renting an app through subscriptions, and not having enough freedom to customize it the way I wanted. So I built my own. Eudaemon is a free habit tracker focused on flexibility and customization. It has unlimited habits, streak tracking, journaling, mood tracking, Pomodoro timer, statistics, and lots of visual customization options (including animated backgrounds). Since I'm a huge nerd, I wanted to build the kind of app where I could tweak and control everything…

Local voice dictation for Mac for polished text Discussion | Link

Claude & Cursor usage in your macOS menu bar Discussion | Link

Run coding agents through the full development process Discussion | Link

Always-on-top widget for macOS that helps finish tasks Discussion | Link

A simple native macOS terminal built on Swift and libghostty Discussion | Link

An AI personal assistant that lives in your texts 💬 Discussion | Link

Your Twitter bookmarks organized to make you read them Discussion | Link

Keeps your Mac awake, pings you when Claude/Codex is done Discussion | Link

Free video feedback tool for editors & clients Discussion | Link

Temporary storage to share files securely Discussion | Link

Run agent apps inside your Claude or sell your own Discussion | Link

The AI Recruiting Coordinator Discussion | Link

Build real, working apps from a single sentence Discussion | Link

Hardware prototyping, as simple as vibe-coding Discussion | Link

OAuth 2.1 + usage-based Stripe billing for MCP servers Discussion | Link

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

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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Looking for inspiration and entertainment while travelling or unwinding during your summer holidays?

Here is our latest watchlist for startup enthusiasts, entrepreneurs, and anyone interested in the people and ideas behind the business world.

The film follows his efforts to overcome professional barriers, gain recognition, and turn a product concept into a commercial opportunity.

While not a traditional business film, Marty Supreme explores key entrepreneurial traits such as ambition, resilience, salesmanship, and self-belief.

It explores founder leadership, company culture, governance, fundraising, and the challenges that arise when rapid expansion begins to outpace responsible management.

Xeltis, a commercial-stage MedTech company based in the Netherlands and the USA, developing artificial vessels and valves that are gradually replaced by patients’ own living healthy tissue, has raised an additional €20.5 million in new funding.

Its most advanced product aXess™, an implantable blood vessel for hemodialysis vascular access, has received CE Mark approval and is now being commercially deployed across Europe.

Xeltis aims to improve patient outcomes by enabling the creation of living vessels to reduce the need for repeat interventions and address significant unmet needs in vascular access.

“The data generated by Xeltis to date has been highly compelling and underscores the potent…

Tiger Technology, a Sofia-based file data services company that specialises in on-premises-first hybrid cloud workflows, today announced the initial closing of a €8.7 million ($10 million) Series A financing round.

It gives us the resources to accelerate our global expansion, amplify our partnerships with leading cloud and technology platforms, and bring Tiger Technology’s always-on, AI-ready data infrastructure to many more companies operating in mission-critical environments,” said Iravan Hira, CEO, Tiger Technology.

Founded in 2004 by Alexander Lefterov, Tiger Technology empowers organisations running mission-critical operations to unlock the full value of their unstructured enterprise d…

“In high-growth sectors like electric vehicles and medical hardware, physical speed to market is the ultimate competitive advantage.

By utilising advanced 3-axis, 4-axis, and 5-axis CNC machining centres, the company can process complex geometries in a single setup.

The parts are cleaned, deburred, and shipped via express courier, arriving at the startup’s European lab the following day.

By replacing sequential delays with parallel, digital production, hardware startups can execute three full design iterations in the time it would normally take to complete one.

By bridging the gap between digital software agility and physical manufacturing reality, LS Manufacturing is giving European hardwa…

DITTO, the scientist-founded menstrual health company, today announced a €5.2 million ($6 million) Seed round to accelerate its research projects, expand its science-led supplement range and increase its reach.

According to the company, menstrual cycle and hormone-related symptoms have long been under-researched and under-discussed.

Flo Breiner, Operating Partner at FoodLabs, said, “DITTO is a research platform that develops and sells products.

In the market of menstrual health, clinical evidence is becoming the price of entry, and the first company to set that standard is the one everyone else gets measured against.

With proprietary delivery technology, a community of 300,000 women and a l…

ZuriQ, a Zürich-based quantum computing company building a utility-scale quantum computer with a native two-dimensional trap architecture, today announced it has raised €22.4 million ($25.5 million) in Seed funding to scale its trapped-ion quantum processors.

Christophe Jurczak, Founding Partner, Quantonation, said, “A common misconception is that the quantum race is already decided, but that is far from reality.

ZuriQ is demonstrating that there remain significant and transformational physics breakthroughs still to be made in Quantum architectures.

It states that it has developed a new approach for trapped-ion qubits that combines electric and magnetic fields to create natively two-dimensi…

Some of the best opportunities in my career (including my current role) came through people I had no idea would help me as much as they did.

There is no “best” model for VCThe best VC backer for you will always depend on the nature of your business and the style of support you need.

A lot of people don’t know what you doThe worlds of Tech and VC are still a mystery to a lot of people.

The person who doesn’t yet know what VC is could be a much better investor than the one on LinkedIn aggressively sharing their hot takes.

And it’s one of the most reliable ways to future‑proof your career, whether you’re a day in or a decade.

Beelzebub, a Milan-based AI-native cybersecurity platform that protects digital assets from AI-driven cyber attacks, today announced a €3 million Seed funding round exclusively led by the Italian DeepTech VC United Ventures.

Beyond team and expansion, Beelzebub has already begun building new technology to protect AI agents directly.

This round follows a €300k pre-Seed from strategic investors and advisers and brings the company’s total funding to €3.3 million.

Mario Candela, CEO and founder of Beelzebub, said, “Cybersecurity is a nonstop battle, and one that humans can no longer fight alone.

The moment an attacker touches one of these traps, Beelzebub detects and blocks the attack before it…

What followed was the same process I have seen in my strongest advisor relationships: time, access, honest conversations, and enough evidence to decide whether the founder can be trusted.

Turning an advisor into an investor can look like a neat conversion strategy: build trust, then ask for money.

Choose people with complementary expertise, and distinguish advisors from mentors: mentors support you as a founder, while advisors should fill a specific company need.

Even a single call can be valuable, regardless of whether you ultimately join the programme, and may lead to a long-term advisor relationship with someone from a top-tier accelerator.

Advisors scale through youTake time to build a …

Nuclear Turbines, a Manchester-based startup developing compact, cost-effective, advanced nuclear power systems, has raised a €17.5 million (£15 million) foundational round led by IQ Capital, joined by Rhapsody Venture Partners, Zero Carbon Capital and Empirical Ventures.

Jeremy Owston, co-founder of Nuclear Turbines, said, “The nuclear industry has always designed reactors first, then figured out what to do with the heat.

The removal of steam infrastructure makes Nuclear Turbines’ solution so compact that it could be deployed ‘behind the meter’ on industrial sites.

Nuclear Turbines highlights that conventional small modular reactors were the first step towards making nuclear smaller, faste…

London-based AI waste intelligence company Greyparrot has raised $27 million in Series B funding, bringing its total funding to $60 million.

The milestone underscores Greyparrot's growing role in waste intelligence.

This funding lets us scale rapidly across North America and Europe and grow our AI, data science and product teams.

Beyond improving recycling operations, Greyparrot sees waste intelligence can reshape how materials are valued and managed across the wider economy.

Waste intelligence will do for materials what satellite data did for navigation.

Munich-based logistics AI startup 5U AI has raised $3.2 million in pre-seed funding to scale its digital workforce platform for freight forwarding teams.

Founded in 2025 by Technical University of Munich graduates Yagiz Abik and Fehmi Şener, 5U AI develops AI-powered digital workers that automate operational tasks across air, sea and road freight.

Unlike conventional automation tools, the platform records the reasoning behind each operational decision through its Decision Layer, giving freight teams visibility into how work is completed.

The platform is already in use by freight forwarders and carriers across Europe, supporting air and ocean freight operations.

5U AI will use the funding to…

UK wind technology company Perceptual Robotics has secured over £4 million in funding so far this year.

Founded to improve the inspection and maintenance of wind turbines, Perceptual Robotics develops autonomous inspection systems and AI-powered software that help operators identify blade damage, prioritise repairs, and manage wind turbine fleets more efficiently.

Since its previous funding round, Perceptual Robotics has expanded its customer base across Europe, North America, and Latin America.

Its technology is now used to inspect wind turbines in environments ranging from the forests of northern Sweden to the Caribbean, including some of the world's largest turbines.

It gives us the reso…

Swiss quantum computing startup ZuriQ has raised $25.5 million in seed funding to accelerate the development of its trapped-ion quantum processors.

Founded as a spin-out from ETH Zürich, ZuriQ is developing a new generation of trapped-ion quantum processors designed to overcome the scalability limitations of conventional architectures.

While most trapped-ion quantum computers rely on one-dimensional ion chains connected through complex junctions, ZuriQ has developed a native two-dimensional architecture based on Penning micro-traps.

The demonstrator features a three-by-three array of nine individually controlled ions, representing the largest two-dimensional trapped-ion array of its kind to…

At the World Economic Forum in Davos, DFINITY launched the Swiss Subnet, a sovereign cloud deployment running entirely on 13 independent node providers located within Switzerland.

Pakistan is now building a national subnet based on the same architecture, becoming the first country to deploy a decentralised sovereign cloud platform at nation-state scale.

Building a different kind of cloudDFINITY is attempting to build a decentralised alternative to traditional cloud infrastructure.

For Williams, sovereign cloud is not simply about where servers are located.

From my perspective, genuine sovereignty requires genuinely sovereign infrastructure and sovereign software.“Pakistan: sovereign cloud a…

A Spanish scaleup looking to make AI cheaper and more efficient for enterprises says it is targeting up to $570m in its latest funding round, at an elevated $1.7bn valuation.

Multiverse Computing is working at the intersection of AI and quantum, providing tech which it claims can reduce the size of LLMs amid demands for cheaper AI compute.

The funding round in Multiverse Computing is co-led by Forgepoint Capital International, BNPP SIVF, and Bullhound Capital.

Once complete, total funding in Multiverse Computing will be around $800m, it said.

Multiverse Computing's tech is already being deployed across devices and systems, including drones, cameras, satellites, vehicles, and telecom infrast…

Beelzebub, an Italy-based cybersecurity startup developing an AI-native platform to protect organisations from AI-driven cyberattacks, has raised a €3 million seed funding round led exclusively by United Ventures.

The investment follows a €300,000 pre-seed round backed by strategic investors and advisors, bringing the company's total funding to €3.3 million.

As cyber threats become increasingly sophisticated and regulatory frameworks such as the NIS2 Directive and the Cyber Resilience Act raise security requirements across Europe, organisations are under pressure to strengthen their cyber defences.

Rather than relying solely on perimeter protection, Beelzebub operates on an assumed-breach m…

A BAE Systems spinout whose tech could help generate electricity at one-fifth of the cost of today’s nuclear power plants has come out of stealth, securing a £15m funding round led by IQ Capital.

Manchester-based Nuclear Turbines is an energy startup developing compact modular nuclear systems to help make clean nuclear power cheaper than fossil fuels.

It is looking to reduce the high cost of generating nuclear power by replacing expensive steam turbine systems with “highly efficient” high-temperature turbine technology normally found in jet engines and gas-fired power plants, combined with a novel nuclear reactor design.

It also says its vision aligns with the 2025 government-commissioned N…

First came the Netherlands, now it's Lithuania. And more European countries appear to be in the queue for Tesla's driver assistance system.

The Xiaomi 17 Ultra gives you a ton of options to play around with images, including preset filters and hardware add-ons.

CERT-EU blamed the cybercrime group TeamPCP for the recent hack on the European Commission, and said the notorious ShinyHunters gang was responsible for leaking the stolen data online.

London’s Air Street Capital has raised a large Fund III with eyes locked on backing early-stage European and North American AI companies.

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.