ctx is an Agentic Development Environment (ADE) Any coding agent.

ctx is an Agentic Development Environment (ADE) for teams using multiple coding agents.

For normal local workflows, you do not need a ctx account, and you can bring your own providers, models, and credentials.

What ctx helps you doUse Claude Code, Codex, Cursor, and other coding agents in one interface.

Let agents work with bounded autonomy instead of constant approval prompts.

If we instruct a computer to store it at some memory address mem, the computer's endianness determines whether the least significant byte (0x78) or the most significant byte (0x12) gets stored at the first memory address, mem[0].

When programming, it is still important to write code that runs correctly on systems with either byte order (see for example The byte order fallacy).

But without access to a big-endian machine, how does one test it?

With its user mode emulation we can easily run a binary on an emulated big-endian system, and we can use GCC to cross-compile to that system.

We can get even more exotic, targeting IBM z/Architecture (s390x) which is also big-endian:$ sudo apt-get insta…

Comments

Comments

Trends in TDF board membershipThere are many great ways to contribute to FLOSS projects and coding is only one of them - let me underline that.

The elected board is (typically) ten people - seven full board members, and three deputies as spares if needed, here is how that looks:Another way of looking at board composition is to look at board members' affiliations over time.

The current chair of the TDF board (Eliane) who manages the Executive Director (ED) is curiously related to a staff member who is managed by the (ED) - arguably an extremely poor governance practice.

It is also worth noting that for over two years, no Collaboran or any of our partners have been on the TDF board.

the exper…

H.264 Streaming Fees: What Changed, Who's Affected, and What It MeansH.264 (AVC) streaming royalties have been a solved problem for a long time.

To address these questions, we sent two sets of questions to Via and a separate set to patent licensing attorney Jim Harlan, JD/MBA.

That means streaming fees are not offset by device royalties, and a company that already hits the device cap still faces the streaming fees independently.

Companies typically evaluate both the geographic scope of the remaining patents and the operational realities of their services.

Portfolio licenses often reflect the value of the overall portfolio at a given point in time.

🇺🇸 United States Code as a Git RepositoryThe entire United States Code — every title, chapter, and section — stored as Markdown in a Git repository.

Each commit represents a point-in-time snapshot of federal law, with git diff revealing exactly what changed between enactments.

Understanding what changed and when has historically required navigating dense legal databases or reading legislative summaries written by someone else.

git diff congress/115..congress/116 --stat # Full text diff of Title 18 (Crimes) between 2019 and 2025 git diff annual/2019..annual/2025 -- uscode/title-18-crimes-and-criminal-procedure/ # When was a specific section last modified?

git diff annual/2013..annual/2025 --…

Please reload this page .

Successfully merging this pull request may close these issues.

Add this suggestion to a batch that can be applied as a single commit.

Suggestions cannot be applied while the pull request is closed.

Suggestions cannot be applied while the pull request is queued to merge.

The pushback comes after the Commission announced earlier on Wednesday that it is exploring a new EU-U.S. “dialogue” on digital rules, as Washington piles on the pressure over how Brussels enforces its laws on American tech giants.

“The European Commission must immediately clarify whether this is actually happening.

If confirmed, this is nothing short of complete capitulation to the Trump administration’s coercive tactics,” said Greens MEP Sergey Lagodinsky in a conversation with POLITICO, calling for EU-U.S. trade talks to be paused and the bloc’s anti-coercion instrument to be triggered.

Others warned the talks could weaken enforcement of landmark legislation designed to curb the power of…

RiskReady Community Edition Open-source GRC platform.

254 AI tools.

What this is9 MCP servers expose 254 tools that connect Claude directly to your compliance database — risks, controls, policies, incidents, audits, evidence, ITSM, and organisation governance.

Every AI mutation is proposed, not executed.

Agent: Convenes AI Council → 6 specialists analyse in parallel → CISO synthesises → structured report with consensus, dissents, and prioritised actions Cost: $0.19 on Haiku.

Switzerland hosts ‘CERN of semiconductor research’Universities use open-source technology to design chips Keystone / Laurent GillieronSwitzerland is fostering an open-source movement that frees universities and chip designers from the commercial shackles of monopolistic companies.

MoreMore Research frontiers How semiconductors are made This content was published on Making semiconductor chips for computers, machinery, transport and other devices is a costly and a lengthy process.

‘Freedom to operate’ in semiconductor researchThe Swiss federal technology institute ETH Zurich was a founding member of the association in 2015.

The centre’s semiconductor research has flourished under the RISC-V u…

$ ssh -i demokey [email protected] Enter passphrase for key 'demokey': jane@node:~$The private SSH key still needs unlocking on use because I set a passphrase on it when creating it.

The connection fails, I then remove the offending host key from the known_hosts file using ssh-keygen , obtain the server’s host key fingerprint to re-validate TOFU, and finally accept the host key into my known_hosts again.

Offending ED25519 key in /Users/jpm/.ssh/known_hosts:649 Host key for 192.0.2.65 has changed and you have requested strict checking.

The following looks like an SSH public key file is actually an OpenSSH public certificate.

In particular I want to make sure we’re informed when server host key…

Type theory is an alternative to set theory, as well as category theory itself, as a foundational language of mathematics, and it is as powerful a tool as any of those formalisms.

And the extra rules they added led to a new definition of set theory, known as Zermelo–Fraenkel set theory, or ZFC (the C at the end is a separate story) which is a version of set theory that is free of paradoxes.

Theory Set theory Type Theory Element Term Belongs to a Set Type Notation $a \in A$ $a : A$The biggest difference, between the two, when it comes to structure is that terms are bound to their types.

But first…Long disclaimerBefore we begin, let’s get this long disclaimer out of the way:Notice that in the…

EU providers are subject to the GDPR – the strictest data protection law worldwide.

Your data belongs to you, not advertising networks.

Note: US software can be compelled by the CLOUD Act to surrender data to US authorities – even if servers are located in Europe.

Comments

April 2026 TLDR Setup for Ollama + Gemma 4 26B on a Mac mini (Apple Silicon)PrerequisitesMac mini with Apple Silicon (M1/M2/M3/M4/M5)At least 24GB unified memory for Gemma 4 26BmacOS with Homebrew installedStep 1: Install OllamaInstall the Ollama macOS app via Homebrew cask (includes auto-updates and MLX backend):brew install --cask ollama-appThis installs:Ollama.app in /Applications/in ollama CLI at /opt/homebrew/bin/ollamaStep 2: Start Ollamaopen -a OllamaThe Ollama icon will appear in the menu bar.

Ollama App — Launch at LoginClick the Ollama icon in the menu bar > Launch at Login (enable it).

Keep Models Loaded IndefinitelyBy default, Ollama unloads models after 5 minutes of inactivity.…

Apple ships an on-device LLMStarting with macOS 26 (Tahoe), every Apple Silicon Mac includes a language model as part of Apple Intelligence.

Apple exposes it through the FoundationModels framework - a Swift API that gives apps access to SystemLanguageModel .

But Apple only uses it for SiriOut of the box, the on-device model powers Siri, Writing Tools, and system features.

There is no terminal command, no HTTP endpoint, no way to pipe text through it.

The FoundationModels framework exists, but you need to write a Swift app to use it.

Proton built Proton Meet to escape the CLOUD Act.

That’s why we’ve created Proton Meet.”Listen to this article 0:00 --:-- 1x Failed to load audioThe pitch is that Zoom, Google Meet, and Microsoft Teams are CLOUD Act-subject, and Proton Meet is the safe alternative.

The disclosure is in Proton Meet's own privacy policy: "Proton Meet relies on infrastructure providers LiveKit Cloud to deliver real-time video conferencing.

Proton built their CLOUD Act escape hatch on CLOUD Act infrastructure.

Proton Meet is the same architecture of promises, the same fine print, identical sub-policies.

The cost of high-performance GPUs, typically $8,000 or more, means they are frequently shared among dozens of users in cloud environments.

Two new attacks demonstrate how a malicious user can gain full root control of a host machine by performing novel Rowhammer attacks on high-performance GPU cards made by Nvidia.

The attacks exploit memory hardware’s increasing susceptibility to bit flips, in which 0s stored in memory switch to 1s and vice versa.

Both attacks targeted DDR3 generations of DRAM.

From CPU to GPU: Rowhammer’s decade-long journeyOver the past decade, dozens of newer Rowhammer attacks have evolved to, among other things:The last feat proved that GDDR was susceptible to Rowhamme…

Comments

A Rave Review of Superpowers (for Claude Code)02 Apr, 2026I have no connection to the authors of the Superpowers plugin for Claude Code, but I have been raving about it to everyone I talk to.

Using Claude Code with Superpowers is so much more productive and the features it builds are so much more correct than with stock Claude Code.

Design DocOnly after agreeing on the high-level version of the plan, Claude + Superpowers will write up a full design doc.

This is most similar to the kind of plan Claude Code would write without Superpowers.

Implementation Plan and ImplementationAfter you approve the design doc, Claude + Superpowers will write up an implementation plan and review that plan agai…

I just read Anil Dash’s recent piece, Endgame for the Open Web, and I think it is important.

We traded the open web awayThe large platforms did not become powerful only because they were aggressive, well funded, or unethical.

If a closed platform makes identity easier, payments easier, discovery easier, hosting easier, moderation easier, mobile apps easier, analytics easier, and the graph easier, then it does not merely offer a better product.

If the open web was truly valuable, then why did so few of us support it economically?

Open systems require maintainers, contributors, donors, paying members, standards participants, hosts, and institutions willing to absorb some friction in exchange …

Here's what I did instead: grabbed a cheap Android phone, installed an open-source app called SMS Gateway for Android, and turned it into a full SMS gateway with a REST API.

Verify it:curl http://192.168.1.50:8080/health open http://192.168.1.50:8080/docsSend Your First SMScurl -X POST http://192.168.1.50:8080/message \ -u "admin:yourpassword" \ -H "Content-Type: application/json" \ -d '{ "textMessage": { "text": "Hello from my SMS gateway!"

: Date ; } export interface SmsProvider { send ( to : string , body : string ): Promise < string >; parseWebhook ( req : Request ): Promise < InboundSms | null >; webhookResponse (replyText?

SMSGATE_PASSWORD || "" ; export class SmsGateProvider implemen…

Post Mortem: axios npm supply chain compromiseDate: March 31, 2026Author: Jason SaaymanStatus: Remediation in progressOn March 31, 2026, two malicious versions of axios (1.14.1 and 0.30.4) were published to the npm registry through my compromised account.

The malicious versions were live for about 3 hours before being removed.

This gave them access to the npm account credentials, which they used to publish the malicious versions.

AcknowledgmentsThanks to @DigitalBrainJS for acting fast when the compromised account had higher permissions than his own and for getting npm to take action.

Thanks to Open Source Community and the npm security team for their fast response.

Every Law a CommitQuick confession: when nick asked me to write this post, I had to be reminded that I have a blog.

Someone had turned Spanish law into a Git repository — every law a file, every reform a commit.

Each issue went through the gauntlet: specification, architecture review, security review, test writing, implementation, adversarial code review, and documentation.

What Comes NextThe current repo has the US Code as of today — Public Law 119-73.

The only thing law doesn't have — that every piece of software does — is a clean diff showing what changed and why.

If we instruct a computer to store it at some memory address mem, the computer's endianness determines whether the least significant byte (0x78) or the most significant byte (0x12) gets stored at the first memory address, mem[0].

When programming, it is still important to write code that runs correctly on systems with either byte order (see for example The byte order fallacy).

But without access to a big-endian machine, how does one test it?

With its user mode emulation we can easily run a binary on an emulated big-endian system, and we can use GCC to cross-compile to that system.

We can get even more exotic, targeting IBM z/Architecture (s390x) which is also big-endian:$ sudo apt-get insta…

Apple ships an on-device LLMStarting with macOS 26 (Tahoe), every Apple Silicon Mac includes a language model as part of Apple Intelligence.

Apple exposes it through the FoundationModels framework - a Swift API that gives apps access to SystemLanguageModel .

But Apple only uses it for SiriOut of the box, the on-device model powers Siri, Writing Tools, and system features.

There is no terminal command, no HTTP endpoint, no way to pipe text through it.

The FoundationModels framework exists, but you need to write a Swift app to use it.

Severity.Critical => { ... }🔴 nil is not supported ╭─[users.lis:3:12] 1 │ fn find(name: string) -> Option { 2 │ if name.is_empty() { 3 │ return nil · ─┬─ · ╰── does not exist 4 │ } 5 │ db.lookup(name) 6 │ } ╰──── help: Absence is encoded with Option in Lisette.

Use None to represent absent values🟡 Result is silently discarded ╭─[files.lis:7:3] 5 │ fn cleanup() -> Result<(), error> { 6 │ os.RemoveAll("cache_dir")?

7 │ os.Remove("temp.txt") · ──────────┬────────── · ╰── failure will go unnoticed 8 │ } ╰──── help: Handle this Result with ?

or match , or explicitly discard it with let _ = ...🟡 Private type Config in public API ╭─[config.lis:6:24] 5 │ struct Config { host: string, port: int } 6 …

Feel free to tell what you plan on doing this weekend and even ask for help or feedback.

Please keep in mind it’s more than OK to do nothing at all too!

Idiomatic Lisp and the nbody benchmark April 2, 2026When talking to Lisp programmers, you often hear something like, “adapt Lisp to your problem, not your problem to Lisp.” The basic idea is this: if Lisp doesn’t let you easily write a solution to your problem because it lacks some fundamental constructs that make expressing solutions easy, then add them to Lisp first, then write your solution.

In some sense, idiomatic code in a particular language shouldn’t stand out amongst other code in that language, and idiomatic code should, in some sense, portray the identity of the language itself.

A quick benchmark reveals that the loopy Lisp code is only about 20% slower than the C code compiled w…

Your request has been blocked due to a network policy.

If you're running a script or application, please register or sign in with your developer credentials here.

Additionally make sure your User-Agent is not empty and is something unique and descriptive and try again.

if you're supplying an alternate User-Agent string, try changing back to default as that can sometimes result in a block.

If you think that we've incorrectly blocked you or you would like to discuss easier ways to get the data you want, please file a ticket here.

$ ssh -i demokey [email protected] Enter passphrase for key 'demokey': jane@node:~$The private SSH key still needs unlocking on use because I set a passphrase on it when creating it.

The connection fails, I then remove the offending host key from the known_hosts file using ssh-keygen , obtain the server’s host key fingerprint to re-validate TOFU, and finally accept the host key into my known_hosts again.

Offending ED25519 key in /Users/jpm/.ssh/known_hosts:649 Host key for 192.0.2.65 has changed and you have requested strict checking.

The following looks like an SSH public key file is actually an OpenSSH public certificate.

In particular I want to make sure we’re informed when server host key…

I have discovered and shared ~800 open source Rust CLI projects over the past 3 years.

Above is a collage of screenshots from hundreds of Rust terminal and TUI projectsshared on Mastodon.

🔗 Click here to jump to the "Top 99 Rust terminal projects"!

Terminal Trove newsletter for weekly curated terminal projects(they sponsored me a while back which I'm super grateful for, definitely give them a sub!)

The full script is available on GitHub ⭐With using the data over the years, I present you the Top 99 Rust terminal projects as of April 2026!

Sensitivity of frontier model P50 time horizons to source treatments and analytical choices, shown on a log scale.

METR’s software engineering time horizons [4] show Opus 4.6 at roughly 12 hours, well ahead of the 3.2h we find for the same model on offensive cybersecurity.

Undetected AI use would bias completion times downward (faster than unassisted), underestimating task difficulty and understating the measured time horizons.

This bias overestimates task difficulty (slower completions), shifting absolute time horizons upward without affecting the doubling time.

Refusals and provider-specific configurationsThe GPT-5.x Codex models (GPT-5.1 Codex Max, GPT-5.2 Codex, GPT-5.3 Codex) refused o…

1SubML1SubML is an experimental ML-like programming language with a unified module and value language, structural subtyping, global type inference, higher rank polymorphic types, existential types, higher kinded types (no partial application), recursive types, worst-case polynomial time type checking and much more.

Try ItTry 1SubML in the web playground -- edit, type-check, and run code directly in your browser.

height ; print " area = " , area `Circle {rad = 5.0 }; print " area = " , area `Rect {height = 4. ; length = 2.5 };Modules as ValuesIn 1SubML, modules are just records and module types are record types with existential ( type ) members.

There is no separate module language — modules…

Which grew into a typed AST and an optimiser, and ended up being useful on its own.

The result is Cascade, a 30,000-line OCaml library for parsing, generating, optimising, and diffing CSS.

let css = Cascade.Css.of_string {| .btn { display: inline-block; background-color: #3b82f6; color: white; padding: 0.5rem; } .btn { background-color: #2563eb; } |} Parse.

.btn { display: inline-block; background-color: #3b82f6; color: #fff; padding: 0.5rem; } .btn { background-color: #2563eb; } Print.

Css.to_string ~optimize:true (Css.v rules) merges the two .btn rules, keeping the last background-color (cascade order).

Rina Chandran / Rest of World:

Some startups and researchers who can't access the most advanced chips are adopting a “frugal AI” approach, building smaller models on open-weight systems — Amid a widening global divide in AI adoption, low-cost AI models that can deliver sovereignty and efficiency …

Greg Bensinger / Reuters:

The US NLRB rules that Amazon must negotiate with the Amazon Labor Union, which represents ~5K workers at its Staten Island warehouse; Amazon plans to appeal — Amazon (AMZN.O) must negotiate with a labor union representing some 5,000 workers at a company warehouse on Staten Island …

Matt Mullenweg:

Matt Mullenweg says EmDash, while open source, is designed “to sell more Cloudflare services” and lacks the cross-platform democratization of WordPress — So, two other Matts at Cloudflare announced EmDash — the spiritual successor to WordPress that solves plugin security.

Raffaele Huang / Wall Street Journal:

Sources: Chinese companies move to cement their role in humanoid robot supply chains as Tesla and others turn to China for components the US sees as strategic — Tesla and others turn to suppliers in China for components in an industry seen as strategic by Washington and Beijing

Carl Franzen / VentureBeat:

Arcee AI releases Trinity-Large-Thinking, a 399B-parameter MoE AI model under an Apache 2.0 license, allowing full customization and commercial use — The baton of open source AI models has been passed on between several companies over the years since ChatGPT debuted in late 2022 …

Nat Rubio-Licht / The Deep View:

Anthropic researchers find that an AI model's representations of emotion can influence its behavior “in ways that matter,” such as driving it to act unethically — Can we teach machines to feel? Short answer: We don't know. But we can teach them to sound like they do.

Vaibhavi Khanwalkar / The Economic Times:

Noon, an AI-native product design tool, emerges from stealth with $44M in funding from Chemistry, First Round Capital, Scribble Ventures, and others — San Francisco-headquartered startup Noon has emerged from stealth mode with $44 million in funding from Chemistry, First Round Capital …

Takashi Mochizuki / Bloomberg:

Microsoft partners with SoftBank and Sakura Internet to build AI data infrastructure in Japan, investing $10B over four years and training 1M AI engineers — Microsoft Corp. announced a four-year, $10 billion investment package in Japan, part of the US company's Asia-wide push to expand …

Mike Wheatley / SiliconANGLE:

Alcatraz, which develops AI-powered facial-recognition security systems for building access, raised a $50M Series B, bringing its total funding to $100M+ — Cupertino-based facial recognition security startup Alcatraz said today it has raised $50 million in a Series B funding round led by BlackPeak Capital …

Katie Roof / The Information:

Sources: Supabase is in talks to raise ~$500M at a ~$10B valuation, roughly doubling its October 2025 valuation; GIC is expected to lead the funding round — Singapore's GIC is in talks to lead an investment in database startup Supabase at a valuation of about $10 billion …

Ian Carlos Campbell / Engadget:

Sony Interactive Entertainment acquires Cinemersive Labs, a UK startup developing tools to convert 2D photos and videos into 3D volumetric photographs — Cinemersive Labs will join the company's Visual Computing Group. — Sony Interactive Entertainment, owner of the PlayStation brand …

Bloomberg:

A domestic shortage of electrical equipment such as transformers and switchgear is forcing the US to rely on Chinese imports, delaying data center construction — The struggle to manufacture transformers, switchgear and batteries domestically has forced the US to rely on imports, delaying data center construction.

Saritha Rai / Bloomberg:

Sources: Sarvam AI is close to raising $300M-$350M at a ~$1.5B valuation, which could close as soon as next week; Bessemer Venture Partners is expected to lead — India's homegrown artificial intelligence startup, Sarvam AI, is close to raising $300 million to $350 million as it seeks …

The Information:

Source: Anthropic has acquired Coefficient Bio, which was developing a platform that enables AI to run biotech tasks such as planning drug research, for ~$400M — Anthropic has acquired AI biotech startup Coefficient Bio for roughly $400 million, according to a person with knowledge of the deal.

Stephanie Palazzolo / The Information:

Sources detail Fidji Simo's moves at OpenAI, including spearheading the TBPN acquisition and pushing OpenAI to cut Sora and avoid other social media products — In recent weeks, Fidji Simo has burst into public view as the OpenAI executive bringing much-needed discipline to the AI startup …

Casey Newton / Platformer:

Sources: Meta has told members of its Oversight Board that it may stop funding the board after 2028, though eliminating all funding is not its preferred option — Meta has told members of its independent Oversight Board that the company may stop funding it after 2028, sources familiar with the situation told Platformer.

Annie Palmer / CNBC:

Amazon adds a 3.5% fuel and logistics surcharge to fulfillment fees for US and Canadian third-party sellers from April 17, as the Iran war drives up oil prices — Amazon is adding a 3.5% “fuel and logistics-related surcharge” to fees it collects from third-party sellers who use its fulfillment services …

Te-Ping Chen / Wall Street Journal:

LinkedIn job posting data: companies added 640K AI-related jobs from 2023 to 2025 in the US, including 225K “head of AI” jobs, up 49% from the prior four years — AI is raising big fears about employment losses, but it is also giving rise to new engineering and training jobs

Bloomberg:

Sources: SpaceX is floating a $2T+ valuation to prospective investors in its IPO; SpaceX's acquisition of xAI reportedly valued the combined company at $1.25T — SpaceX boosted its target IPO valuation above $2 trillion, according to people familiar with the matter, as the world's …

George Hammond / Financial Times:

Source: OpenAI bought TBPN, which was set to generate $30M in 2026, for “low hundreds of millions of dollars”; OpenAI says TBPN will be editorially independent — ChatGPT-maker moves into broadcasting with deal for TBPN after it had pledged to abandon ‘side-quests’

Alex Harring / CNBC:

The CFTC sues Arizona, Connecticut, and Illinois over their actions against prediction markets, saying it has the “exclusive” authority to regulate such markets — A federal commission on Wednesday announced lawsuits against three states over its ability to exclusively regulate prediction markets.

Robert Hart / The Verge:

Mental health startup Kintsugi is shutting down and open-sourcing its AI tech to detect depression and anxiety, after failing to secure FDA clearance — Instead, a mental health startup shut down and open-sourced its tech. … For the past seven years, the California-based startup Kintsugi …

Katie Deighton / Wall Street Journal:

OpenAI acquires popular tech news show TBPN; Fidji Simo says in a memo that the acquisition is meant to encourage constructive conversation around AI — TBPN staff will help with marketing and communications at OpenAI but keep their editorial independence, the ChatGPT parent says

John Coogan / @johncoogan:

OpenAI acquires popular tech news show TBPN; the show will stay the same and will continue to air live at 11am PT weekdays — TBPN has been acquired by OpenAI! The show is staying the same and we'll continue to go live at 11am pacific every weekday. This is a full circle moment for me as I've worked with @sama for well over a decade. He funded my first company in 2013. Then helped us fix a serious

Maxwell Zeff / Wired:

Cursor launches Cursor 3, an “agent-first” coding product designed to compete with Claude Code and Codex by letting developers manage multiple AI agents — As Cursor launches the next generation of its product, the AI coding startup has to compete with OpenAI and Anthropic more directly than ever.

It's a structured, visual, example-driven guide that teaches you to use every Claude Code feature with real-world templates you can copy into your project today.

Get Started in 15 MinutesTrusted by 5,900+ Developers5,900+ GitHub stars from developers who use Claude Code dailyfrom developers who use Claude Code daily 690+ forks — teams adapting this guide for their own workflows— teams adapting this guide for their own workflows Actively maintained — synced with every Claude Code release (latest: v2.2.0, March 2026)— synced with every Claude Code release (latest: v2.2.0, March 2026) Community-driven — contributions from developers who share their real-world configurationsNot Sure Where to St…

Real-time face swap and video deepfake with a single click and only a single image.

If using a real person's face, obtain their consent and clearly label any output as a deepfake when sharing online.

Choose a source face image and a target image/video.

Select a source face image.

That's Fucking Freaky Dude... That's So Wild Dude" IShowSpeed - "Alright look look look, now look chat, we can do any face we want to look like chat"- "Alright look look look, now look chat, we can do any face we want to look like chat" TechLinked (Linus Tech Tips) - "They do a pretty good job matching poses, expression and even the lighting"- "They do a pretty good job matching poses, expression and even the light…

English | 한국어 | 中文 | 日本語 | Español | Tiếng Việt | PortuguêsFor Codex users: Check out oh-my-codex — the same orchestration experience for OpenAI Codex CLI.

Multi-agent orchestration for Claude Code.

Don't learn Claude Code.

Team mode is explicit: use /team ... or omc team ... rather than a keyword trigger.

UtilitiesProvider Advisor ( omc ask )Run local provider CLIs and save a markdown artifact under .omc/artifacts/ask/ :omc ask claude " review this migration plan " omc ask codex --prompt " identify architecture risks " omc ask gemini --prompt " propose UI polish ideas " omc ask claude --agent-prompt executor --prompt " draft implementation steps "Canonical env vars:OMC_ASK_ADVISOR_SCRIPTOM…

🎙️ VibeVoice: Open-Source Frontier Voice AI📰 News 2026-03-29: 🎉 VibeVoice-ASR is being adopted by the open-source community!

Download: macOS | Windows 1.mov 2026-03-06: 🚀 VibeVoice ASR is now part of a Transformers release!

2025-12-03: 📣 We open-sourced VibeVoice‑Realtime‑0.5B, a real‑time text‑to‑speech model that supports streaming text input and robust long-form speech generation.

OverviewVibeVoice is a family of open-source frontier voice AI models that includes both Text-to-Speech (TTS) and Automatic Speech Recognition (ASR) models.

📖 Documentation | 🤗 Hugging Face | 📊 PaperEnglishES_._3.mp4Chinesedefault.mp4Cross-Lingual1p_EN2CH.mp4Spontaneous Singing2p_see_u_again.mp4Long Conversatio…

StoresEach package has its own Zustand store for managing state:Store Package Responsibility useScene @pascal-app/core Scene data: nodes, root IDs, dirty nodes, CRUD operations.

useEditor apps/editor Editor state: active tool, structure layer visibility, panel states, editor-specific preferences.

Access patterns:// Subscribe to state changes (React component) const nodes = useScene ( ( state ) => state .

nodes ) const levelId = useViewer ( ( state ) => state .

levelId ) const activeTool = useEditor ( ( state ) => state .

SuperpowersSuperpowers is a complete software development workflow for your coding agents, built on top of a set of composable "skills" and some initial instructions that make sure your agent uses them.

As soon as it sees that you're building something, it doesn't just jump into trying to write code.

Claude Code or Cursor have built-in plugin marketplaces.

Enforces RED-GREEN-REFACTOR: write failing test, watch it fail, write minimal code, watch it pass, commit.

To contribute:Fork the repository Create a branch for your skill Follow the writing-skills skill for creating and testing new skills Submit a PRSee skills/writing-skills/SKILL.md for the complete guide.

Figma MCP Server GuideThe Figma MCP server brings Figma directly into your workflow by providing important design information and context to AI agents generating code from Figma design files.

By using the Figma MCP server and the related resources (including these skills), you agree to the Figma Developer Terms.

CursorThe recommended way to set up the Figma MCP server in Cursor is by installing the Figma Plugin, which includes MCP server settings as well as Agent Skills for common workflows.

If it does, you can manually add the Figma MCP server using this configuration:{ "mcpServers" : { "figma" : { "url" : " https://mcp.figma.com/mcp " } } }Prompting your MCP clientThe Figma MCP server int…

Pick Your Style:Awesome Claude CodeA selectively curated list of skills, agents, plugins, hooks, and other amazing tools for enhancing your Claude Code workflow.

Tooling 🧰Tooling denotes applications that are built on top of Claude Code and consist of more components than slash-commands and CLAUDE.md filesGeneralIDE IntegrationsClaude Code Chat by andrepimenta - An elegant and user-friendly Claude Code chat interface for VS Code.

Usage MonitorsCC Usage by ryoppippi - Handy CLI tool for managing and analyzing Claude Code usage, based on analyzing local Claude Code logs.

Claude Code Usage Monitor by Maciek-roboblog - A real-time terminal-based tool for monitoring Claude Code token usage.

Clau…

大语言模型（Large Language Model, LLM）的出现，引发了全球范围内对 AI 的空前关注。无论是 ChatGPT、DeepSeek 还是 Qwen，都以惊艳的效果让人真切感受到这场技术浪潮的冲击力。然而，动辄数百亿参数的模型规模，使得它们对个人设备而言不仅难以训练，甚至连部署都显得遥不可及。打开大模型的“黑盒子”，真正去理解其内部运作机制，本应是一件令人心潮澎湃的事。遗憾的是，绝大多数探索最终都止步于使用 LoRA 等技术对现有大模型做少量微调，学习一些新指令或特定任务。这更像是在教牛顿如何使用 21 世纪的智能手机——虽然有趣，却偏离了理解物理本质的初衷。与此同时，第三方的大模型框架与工具库，如 transformers / trl / peft 等，往往只暴露出高度抽象的接口。只需短短十几行代码，就可以完成“加载模型 + 加载数据集 + 推理 + 强化学习”的全流程训练。这种高效封装固然便利，却也在一定程度上把开发者与底层实现隔离开来，削弱了深入理解 LLM 核心代码的机会。我认为 “用乐高自己拼出一架飞机，远比坐在头等舱里飞行更让人兴奋”，然而更现实的问题是，互联网上充斥着大量付费课程和营销内容，用漏洞百出、一知半解的讲解包装所谓的 AI 教程。正因如此，本项目的初衷就是尽可能降低 LLM 的学习门槛，让每个人都能从理解每一行代码开始，从 0 开始亲手训练一个极小的语言模型。是的，从零开始训练，而不是仅仅停留在推理层面。最低只需不到 3 块钱的服务器成本，就能亲身体验从 0 到 1 构建一个语言模型的全过程。😊 一起感受创造的乐趣吧！在项目根目录：从…

The AI Scientist-v2: Workshop-Level AutomatedScientific Discovery via Agentic Tree Search📚 [Paper] | 📝 [Blog Post] | 📂 [ICLR2025 Workshop Experiment]Fully autonomous scientific research systems are becoming increasingly capable, with AI playing a pivotal role in transforming how scientific discoveries are made.

Unlike its predecessor (AI Scientist-v1), the AI Scientist-v2 removes reliance on human-authored templates, generalizes across Machine Learning (ML) domains, and employs a progressive agentic tree search, guided by an experiment manager agent.

Note: The AI Scientist-v2 doesn’t necessarily produce better papers than v1, especially when a strong starting template is available.

Run AI S…

Claude SubconsciousA background agent that whispers to Claude Code.

Important Claude Subconscious is an experimental way to extend Claude Code (a closed source / black box agent) with the power of Letta's memory system, tool access, and context engineering.

Claude Code forgets everything between sessions.

How It WorksAfter each response, the transcript is sent to a Letta agent via the Letta Code SDK.

Set TMPDIR to work around this Claude Code bug:mkdir -p ~ /.claude/tmp export TMPDIR= " $HOME /.claude/tmp "Add to your shell profile ( ~/.bashrc or ~/.zshrc ) to make permanent.

New in V2: Smarter query construction, two-phase supplemental search, free X search via bundled Bird client, --days=N flag, automatic model fallback.

Example: Top Claude Code Skills (Recommendations)Query: /last30days top claude code skillsResearch Output:The Claude Code skills ecosystem has exploded with marketplaces, curated lists, and viral skill announcements.

[Reddit + X icons merge] "Scans Reddit & X from the last 30 days" 2.

Node.js 22+ - For X search (bundled Twitter GraphQL client)- For X search (bundled Twitter GraphQL client) Bundled X auth - Set AUTH_TOKEN and CT0 for popup-free local X search- Set and for popup-free local X search Alternate X backend - Set XAI_API_KEY if bundle…

This free and open source project is designed to handle large-scale geographic data from the real world and generate detailed Minecraft worlds.

Choose your area on the map using the rectangle tool and select your Minecraft world - then simply click on Start Generation!

: Ensure that all components (e.g., data fetching, processing, and world generation) are cleanly separated into distinct modules for better maintainability and scalability.

Performance Optimization : We aim to keep a good performance and speed of the world generation process.

: We aim to keep a good performance and speed of the world generation process.

submitted by /u/AdSpecialist6598 [link] [comments]

submitted by /u/Hrmbee [link] [comments]

submitted by /u/Federal-Block-3275 [link] [comments]

submitted by /u/gdelacalle [link] [comments]

submitted by /u/MarvelsGrantMan136 [link] [comments]

submitted by /u/Logical_Welder3467 [link] [comments]

submitted by /u/sr_local [link] [comments]

submitted by /u/sr_local [link] [comments]

submitted by /u/No_Top_9023 [link] [comments]

submitted by /u/No_Top_9023 [link] [comments]

Colour Pickerv2.0by dBridgePick any colour on the wheel, dial in lightness and saturation, then explore harmony palettes, shades, and tints.

Copy values as hex, RGB, HSL, or a CSS variable.

Check WCAG contrast and preview colour blindness modes.

Nothing leaves your browser.

Replaces Coolors Pro, Adobe Color, browser dev tool colour pickersSee it in action →

If I decided I hated it, there was nothing stopping me from blowing all the code away and rebuilding a lighter solution.

I also maintained a TASKS.md file that I used to track features already implemented and yet to come.

One time, during a security fix, the model's code introduced a non-obvious DoS vector.

The safeties inherent in a well-considered Rust development process can help keep a generative model on track.

The training corpora of these models includes code with licenses not meant to be used in this way.

Start Codex stronger, then let OMX add better prompts, workflows, and runtime help when the work grows.

Website: https://yeachan-heo.github.io/oh-my-codex-website/Docs: Getting Started · Agents · Skills · Integrations · Demo · OpenClaw guideOMX is a workflow layer for OpenAI Codex CLI.

Start OMX strongly, clarify first when needed, approve the plan, then choose $team for coordinated parallel execution or $ralph for the persistent completion loop.

$team or $ralph — use $team for coordinated parallel execution, or $ralph when you want a persistent completion loop with one owner.

Team runtimeUse the team runtime when you specifically need durable tmux/worktree coordination, not as the default …

OpenClaw agents, which operate my businesses, write code, close sales deals, and make sure I get to my kids’ basketball games on time.

OpenClaw is an open-source personal AI assistant that is more powerful, more autonomous, and more fun to use than anything else I’ve tried.

How I AI: my personal OpenClaw setupOK, so you finally have this bot set up.

Six easy and useful OpenClaw workflowsI do a lot with my OpenClaw agents now, but below are some easy places to start.

The simplest way to give your OpenClaw access to environment variables is to put them in .openclaw/.env.

LinkedIn Is Illegally Searching Your ComputerMicrosoft is running one of the largest corporate espionage operations in modern history.

Because LinkedIn knows each user’s real name, employer, and job title, it is not searching anonymous visitors.

is an association of commercial LinkedIn users.

LinkedIn has already sent enforcement threats to users of third-party tools, using data obtained through this covert scanning to identify its targets.

Meanwhile, LinkedIn already operates an internal API called Voyager that powers every LinkedIn web and mobile product at 163,000 calls per second.

Email address obfuscation: What works in 2026?

email { height : 2em ; margin : -1em 0 ; vertical-align : middle ; }BrowserInspiration: rouninmedia.github.ioThis hides the email address in an unusual place where most harvesters won’t think to look.

1.5 CSS Display noneBlocked 100% of 426 spammersHTML < div class = "email" > ad @< span >email. spencermortensen.

You can write a custom function for each email address, or you can write a single function and apply it to all of the email addresses on the page.

If the link text also contains the email address, then the email address is additionally exposed as plain text, and you’ll need to layer on at least one of the plain-text obfuscation techniq…

The Backstage team has confirmed that this workflow is intentionally sandboxed and the malicious package install does not impact the project.

Using this access, the attacker published malicious builds across both the 1.x and 0.x release branches simultaneously, maximizing the number of projects exposed.

Step 2 - Staging the Malicious DependencyBefore publishing the malicious axios versions, the attacker pre-staged [email protected] from account [email protected] .

Every developer who ran npm install with the compromised axios version outside of CI is a potential point of compromise.

npm Package SearchSearch across all PRs in all repositories across your organization to find where a speci…

EmDash takes the ideas that made WordPress dominant -- extensibility, admin UX, a plugin ecosystem -- and rebuilds them on serverless, type-safe foundations.

WordPress plugins have full access to the database, filesystem, and user data.

EmDash plugins run in isolated Worker sandboxes via Dynamic Worker Loaders, each with a declared capability manifest.

WordPress migration -- Import posts, pages, media, and taxonomies from WXR exports, the WordPress REST API, or WordPress.com.

To contribute:git clone https://github.com/emdash-cms/emdash.git && cd emdash pnpm install pnpm buildRun the demo (Node.js + SQLite, no Cloudflare account needed):pnpm --filter emdash-demo seed pnpm --filter emdash-dem…

Please enable JS and disable any ad blocker

EXPLAIN WITH rand AS ( SELECT id, random() AS r FROM orders ) SELECT * FROM rand WHERE r < 0 .

01 ;QUERY PLAN ----------------------------------------------------------------------- CTE Scan on rand (cost=2105.00..4355.00 rows=33333 width=12) Filter: (r < '0.01'::double precision) CTE rand -> Seq Scan on orders (cost=0.00..2105.00 rows=100000 width=12) (4 rows)Even though rand is referenced only once, the CTE Scan is there.

Decision matrixHere's the full picture across PostgreSQL versions:Condition PG ≤ 11 PG 12–16 PG 17–18 Single ref, pure SELECT Materialized Inlined Inlined Multiple refs, pure SELECT Materialized Materialized Materialized (better stats) VOLATILE function Materialized Mate…

Why, after over two decades, is WordPress plugin security so problematic?

A WordPress plugin is a PHP script that hooks directly into WordPress to add or modify functionality.

There is no isolation: a WordPress plugin has direct access to the WordPress site’s database and filesystem.

This security model has a strict guarantee: an EmDash plugin can only perform the actions explicitly declared in its manifest.

Solving plugin security means solving marketplace lock-inWordPress plugin security is such a real risk that WordPress.org manually reviews and approves each plugin in its marketplace.

Rust PortThe Rust workspace under rust/ is the current systems-language port of the project.

The Claw Code source had been exposed, and the entire dev community was in a frenzy.

Despite his countless hours with Claw Code, Jin isn't faithful to any one AI lab.

Codex is better at reasoning, while Claw Code generates cleaner, more shareable code.

src/ contains the active Python porting workspacecontains the active Python porting workspace tests/ verifies the current Python workspaceverifies the current Python workspace the exposed snapshot is no longer part of the tracked repository stateThe current Python workspace is not yet a complete one-to-one replacement for the original system, but the …

OpenScreenOpenScreen is your free, open-source alternative to Screen Studio (sort of).

Screen Studio is an awesome product and this is definitely not a 1:1 clone.

If you need all the fancy features, your best bet is to support Screen Studio (they really do a great job, haha).

But if you just want something free (no gotchas) and open, this project does the job!

Make it executable and run:chmod +x Openscreen-Linux- * .AppImage ./Openscreen-Linux- * .AppImageYou may need to grant screen recording permissions depending on your desktop environment.

your hex editor should color-code bytes alice pellerin • 2026-03-31too often, i see hex editors that look like this:00000000 00 00 02 00 28 00 00 00 88 15 00 00 C4 01 00 00 ⋄ ⋄ • ⋄ ( ⋄ ⋄ ⋄ ו ⋄ ⋄ ו ⋄ ⋄ 00000010 14 00 00 00 03 00 00 00 00 01 00 00 03 00 00 00 • ⋄ ⋄ ⋄ • ⋄ ⋄ ⋄ ⋄ • ⋄ ⋄ • ⋄ ⋄ ⋄ 00000020 3C 00 00 00 C4 0A 00 00 50 00 00 00 18 00 00 00 < ⋄ ⋄ ⋄ ×⏎ ⋄ ⋄ P ⋄ ⋄ ⋄ • ⋄ ⋄ ⋄ 00000030 14 00 00 10 00 00 00 00 18 00 00 20 00 00 00 00 • ⋄ ⋄ • ⋄ ⋄ ⋄ ⋄ • ⋄ ⋄ ⋄ ⋄ ⋄ ⋄ 00000040 20 00 00 30 00 00 00 00 51 00 00 00 48 00 00 00 ⋄ ⋄ 0 ⋄ ⋄ ⋄ ⋄ Q ⋄ ⋄ ⋄ H ⋄ ⋄ ⋄ 00000050 10 00 00 80 00 00 00 00 00 00 00 A0 00 00 00 00 • ⋄ ⋄ × ⋄ ⋄ ⋄ ⋄ ⋄ ⋄ ⋄ × ⋄ ⋄ ⋄ ⋄ 00000060 01 00 00 A0 01 00 00 00 02 00 00 A0 02 00 00 00…

The walls are lined with clear boxes, each one labeled, dated, and covered in dot stickers.

Right: the dot system, one color per year, started May 17, 2022.

I went through three generations of bags: ziplock bags from the grocery store, then clear logo-free bags from AliExpress (which wrinkled), then thick-walled clear bags that were more expensive but worth it.

Dot It YourselfPrinciples I've learned over four years of the dot system.

The dot system doesn't have to be figured out all at once.

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.

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

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

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

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

Check out the speedrun to get started in minutes.

Changelog News!

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

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

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

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

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

At an unbeatable price.

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

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

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

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

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

Changelog News!

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

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

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

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

At an unbeatable price.

Squarespace – A website makes it real!

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

The AirPods Max 2 and AirPods Pro 3 share the same H2 audio chip.

Review: AirPods Max 2Both the AirPods Pro 3 and AirPods Max 2 support Apple's studio-quality voice recording for enhanced voice clarity across phone calls, FaceTime, Voice Memos, the Camera app, and compatible third-party applications.

Why I advocate for the AirPods Pro 3Jada Jones/ZDNETWith just an iPhone, you can access almost everything the AirPods Pro 3 have to offer.

Review: AirPods Pro 3The AirPods Pro 3 have better microphone voice pickup, thanks to their placement at the bottom of the earbud stem, closer to your mouth.

Who I recommend the AirPods Max 2 forJada Jones/ZDNETOn the other hand, the AirPods Max 2 are best f…

Bloom Card pros and cons Pros Better app than Brick.

A friend of mine and fellow Brick user told me about the Bloom Card and gave me one of his own.

BrickFirst things first: the Bloom Card is $39, whereas the Brick is $54.

In essence, the Bloom Card does the same thing as the Brick.

The Brick is far stricter, and I hope the Brick never offers up breaks because of the counter-productivity of this Bloom feature.

PrivacyBee data removal service 4.5 / 5 Very good pros and cons Pros Comprehensive scanningProactive customer supportGranular controlPower of attorney feature Cons Higher tiers are expensive View now at PrivacyBeeFollow ZDNET: Add us as a preferred source on Google.

Over the past couple of weeks, I've been testing a couple of data removal services, starting with DeleteMe and, more recently, PrivacyBee.

There was an instance with a certain data broker where the removal request was unsuccessful.

Other PrivacyBee featuresPrivacyBee's other features support its data removal service.

ZDNET's buying adviceIf you're looking for a truly comprehensive data removal service, PrivacyBee is among the mo…

ZDNET's key takeawaysAndroid Wireless Emergency Alerts now include a map.

Not all alerts override volume settings unless you choose to do so.

Android users just got a potentially life-saving update that makes their phone's Wireless Emergency Alerts significantly more useful.

How to make sure you get life-saving weather alertsBy default, not all WEA notifications interrupt Do Not Disturb or other volume settings.

Also: Your best Google weather app alternatives (and what I recommend instead)To prioritize alerts, head to Settings > Safety & emergency > Wireless emergency alerts.

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.

This helps support our work, but does not affect what we cover or how, and it does not affect the price you pay.

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

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

The ability to run an AI model locally without a fee benefits a variety of applications.

There are plenty of folks who want to run AI at home, without relying on the cloud, and for free.

The GemmaverseSince the release of Gemma two years ago, in February 2024, the open model has experienced considerable adoption.

Security: Gemma models "Undergo the same rigorous infrastructure security protocols as our proprietary models," according to the announcement blog post.

Gemma models "Undergo the same rigorous infrastructure security protocols as our proprietary models," according to the announcement blog post.

ZDNET's key takeawaysNew MIT research defines a longer timeline for AI's job impacts.

AI is improving at work tasks, but its impact may take longer to fully reach the workforce.

Rather than "crashing waves" that will shock workers, researchers describe a "rising tide" that gives them more time to adapt.

To ensure real-world relevance, researchers focused on tasks where AI could help humans save at least 10% of their time.

Where AI isn't fully replacing human workers, it's extending the bounds of work itself.

ZDNET's key takeawaysA new Windows 11 emergency update replaces a broken preview update.

The latter issue was the case with the March non-security preview update, which is why the company now has a new out-of-band update designed to replace the glitchy one.

Out-of-band updateReleased on March 26, last month's non-security preview update KB5079391 added a smattering of new features and fixes to Windows 11 25H2 and 24H2.

As with each month's preview update, this one was a preview of the following month's official Patch Tuesday rollout.

If not, head to Settings, select Windows Update, and then check for the latest update.

The e-commerce giant called the surcharge "temporary" but couldn't give a date for when the policy would be retired.

The U.S. telehealth giant says hackers stole customer support ticket data over the course of several days in February.

Next time around, the pressure will be on SpaceX and Blue Origin.

Gateway Capital, the Milwaukee-based venture firm founded by Dana Guthrie, can now begin investment operations for its $25M Fund II.

TBPN, Silicon Valley's cult-favorite tech podcast, will operate independently, even as it's overseen by chief political operative Chris Lehane.

Flipboard's social websites consolidate profiles and posts from Bluesky, Mastodon, Threads, YouTube, podcasts, blogs, and RSS feeds into a single, shared destination.

ElevenMusic lets users create and remix songs using text prompts

NASA Artemis II commander Reid Wiseman faced the most earthly possible conflict while in outer space: his Outlook wasn't working.

MAI released models that can transcribe voice into text as well as generate audio and images after the group's formation six months ago.

An exposed Amazon-hosted server allowed anyone to access reams of customer data without needing a password.

Google is adding a way to customize and instruct avatars for video creation in the Vids app

The acting director of U.S. Immigration and Customs Enforcement told lawmakers that the use of Paragon spyware is necessary to counter terrorists’ “thriving exploitation of encrypted communications platforms.”

Renewables made up nearly half of global installed electricity capacity by the end of 2025, "accounting for 85.6% of global capacity expansion," reports the Register, citing the International Renewable Energy Agency's (IRENA) 2026 Renewable Capacity Statistics report. "Per IRENA's data, that aforementioned 85.6 percent share of new power capacity additions was actually a decrease from 2024, when renewables were about 92 percent of global capacity additions. Yes, the share of total installed power capacity in 2025 rose again, but non-renewable capacity additions also rebounded sharply last year." From the report: Solar, in turn, was the dominant renewable technology, accounting for nearly th…

An anonymous reader quotes a report from NPR: Responding to public health concerns about microplastics and pharmaceuticals in the nation's drinking water, the Trump administration for the first time has placed them on a draft list of contaminants maintained by the Environmental Protection Agency. The EPA announced the move Thursday, touting it as a "historic step" for the Make America Healthy Again, or MAHA, movement, which often raises concerns about toxic chemicals and plastic pollution in our food and environment. Also Thursday, the Department of Health and Human Services announced a $144 million initiative, called STOMP, to develop tools to measure and monitor microplastics in drinking …

schwit1 shares a report from the Kathmandu Post: In Nepal, helicopter rescue on high altitude is, by any measure, a genuine lifesaving operation. At high altitude, where oxygen thins and weather changes without warning, the ability to airlift a stricken trekker to Kathmandu within hours has saved countless lives. But threaded through that legitimate system, exploiting its urgency, its opacity, and its distance from oversight, is one of the most sophisticated insurance fraud networks in the world. Nepal's fake rescue scam is not new. The Kathmandu Post first exposed it in 2018. Months later, the government convened a fact-finding committee, produced a 700-page report, and announced reforms. …

OpenAI is acquiring tech news podcast TBPN, a fast-growing daily show hosted by John Coogan and Jordi Hays. OpenAI says TBPN will keep its editorial independence, even though the acquisition is widely viewed as part of a broader effort to influence public discourse around AI. CNBC reports: In the announcement, OpenAI CEO of AGI Deployment Fidji Simo wrote that their mission of bringing artificial general intelligence comes with a responsibility to have a space for "constructive conversation about the changes AI creates." Altman has appeared on TBPN multiple times and is a frequent presence across media and podcasts, even hitting NBC's "Tonight Show Starring Jimmy Fallon" in December. The an…

An anonymous reader quotes a report from Bloomberg: Amazon will start charging sellers who use its shipping services a 3.5% "fuel and logistics" surcharge later this month, joining the ranks of shipping companies raising prices as the war in Iran pushes oil prices higher. The fees take effect on April 17 for customers of the company's Fulfillment by Amazon service -- which is used by many of the independent sellers who list their products on Amazon's retail sites -- in the US and Canada. Items shipped by Amazon on behalf of merchants who sell on their own sites or at other retailers will carry the surcharge beginning May 2. "Elevated costs in fuel and logistics have increased the cost of op…

IBM and Arm are teaming up to let Arm-based software run on IBM Z mainframes. Network World reports: The two companies plan to work on three things: building virtualization tools so Arm software can run on IBM platforms; making sure Arm applications meet the security and data residency rules that regulated industries must follow; and creating common technology layers so enterprises have more software options across both platforms, IBM said in a statement. IBM has not said whether the virtualization work will happen at the hypervisor level, through its existing PR/SM partitioning technology, or via containers -- a question enterprise architects will need answered before they can assess the c…

AmiMoJo shares a report from Phoronix: Raspberry Pi prices are going up yet again due to the continued memory squeeze on the industry. To help offset the memory prices for some use-cases, Raspberry Pi also announced the introduction of the Raspberry Pi 4 3GB model at $83 to help fill the void between the 2GB and 4GB options. The 3GB Raspberry Pi 4 was announced at $83.75 USD for those not needing quite 4GB of RAM and looking to save some memory given the ongoing price increases. The Raspberry Pi 4 and Raspberry Pi 5 4GB models are seeing new $25 price increases, the 8GB models seeing $50 price increases, and the 16GB Raspberry Pi 5 is going up by $100. The Raspberry Pi 500+ is seeing a $150…

An anonymous reader quotes a report from Ars Technica: Google's Gemini AI models have improved by leaps and bounds over the past year, but you can only use Gemini on Google's terms. The company's Gemma open-weight models have provided more freedom, but Gemma 3, which launched over a year ago, is getting a bit long in the tooth. Starting today, developers can start working with Gemma 4, which comes in four sizes optimized for local usage. Google has also acknowledged developer frustrations with AI licensing, so it's dumping the custom Gemma license. Like past versions of its open-weight models, Google has designed Gemma 4 to be usable on local machines. That can mean plenty of things, of cou…

Even on NASA's Artemis II mission around the moon, astronauts apparently still have to deal with broken Microsoft Outlook. One of the crew members, Reid Wiseman, jokingly reported that he had "two Microsoft Outlooks" and neither worked. 404 Media reports: On April 1, four astronauts from the U.S. and Canada embarked on a 10-day flight to loop around the moon. Spotted by VGBees podcast host Niki Grayson on the NASA livestream of live views from the , around 2 a.m. ET, mission control acknowledges an issue with a process control system and offers to remote in -- yes, like how your office IT guy would pause his CoD campaign to log into Okta for you because you used the wrong password too many …

Nvidia has begun rolling out a beta feature that automatically compiles game shaders while a PC is idle. It won't eliminate shader compilation the first time a game runs, but Ars Technica reports it could help reduce those repeated wait times. From the report: Nvidia's new Auto Shader Compilation system promises to "reduc[e] the frequency of game runtime compilation after driver updates" for users running Nvidia's GeForce Game Ready Driver 595.97 WHQL or later. When the feature is active and your machine is idle, the app will automatically start rebuilding DirectX drivers for your games so they're all set to roll the next time they launch. While the feature defaults to being turned off when…

Valve's March 2026 Steam Survey shows Linux gaming usage jumping to a record 5.33% share -- more than double macOS's 2.35%. Phoronix reports: Steam on Linux was never above 5% and easily an all-time high for the Linux gaming marketshare, especially in absolute numbers. It was a massive 3.1% spike in March while macOS also jumped surprisingly by 1.19% to 2.35%. The Steam Survey numbers show Windows losing 4.28%, down to 92.33%. Part of the jump at least appears to be explained by Valve correcting again the Steam China numbers. Month over month they report a 31.85% drop to the Simplified Chinese language use and English use increasing by 16.82% to 39.09%. Other languages also showed gains ami…

An anonymous reader quotes a report from Gizmodo: OpenAI hasn't been shy about spending money lobbying for favorable laws and regulations. But when it comes to its involvement with child safety advocacy groups, the company has apparently decided it's best to stay in the shadows -- even if it means hiding from the people actually pushing for policy changes. According to a report from the San Francisco Standard, a number of people involved in the California-based Parents and Kids Safe AI Coalition were blindsided to learn their efforts were secretly being funded by OpenAI. Per the Standard, the Parents and Kids Safe AI Coalition was a group formed to push the Parents and Kids Safe AI Act, a p…

Human.json is a new

idea for asserting that a site is authored by a person, and for vouching for

other sites’ authorship. I’ve added one to this site.It’s a fun idea, and I’ve joined in, but to be honest, I have some concerns.

When I made my human.json file, I looked through my browser history, and saw a

number of sites that were clearly personal sites that I liked. But if I list

one, am I claiming to know that there is no AI content on that site? I can’t

know that for sure.I haven’t let this stop me from adding my own

/human.json, and I’ll be interested to see what

comes of it.Human.json isn’t a new idea. There have been a number of attempts to add

structured data to web pages:

tags are a…

Agents are fundamentally changing the shape of demand for compute, both in terms of how they work and in terms of who will use them. They're so compelling that I no longer believe we're in a bubble.

Anthropic is in a standoff with the Department of War; while the company's concerns are legitimate, it position is intolerable and misaligned with reality.

Pytest’s parametrize is a great feature for writing tests without repeating

yourself needlessly. (If you haven’t seen it before, read

Starting with pytest’s parametrize first).

When the data gets complex, it can help to use functions to build the

data parameters.I’ve been working on a project

involving multi-line data, and the parameterized test data was getting

awkward to create and maintain. I created helper functions to make it nicer.

The actual project is a bit gnarly, so I’ll use a simpler example to

demonstrate.Here’s a function that takes a multi-line string and returns two numbers,

the lengths of the shortest and longest non-blank lines:def non_blanks(text: str) -> tuple[int, int]: …

Игра, чтобы выучить свой район

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

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

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

I have a new small project: edtext provides text

selection and manipulation functions inspired by the classic ed

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

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

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

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

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

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

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

needed.The old function has 16 arg…

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

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

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

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

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

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

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

testing, and linked to pytest docs and a

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

pytest.raises as a context manager, and have

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

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

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

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

Промт

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

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

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

Тут я просил ш…

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

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

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

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

Согласитья на YOLO (You Only L…

На новогодние праздники вышли два больших апдейта recipe-scaler

Первый апдейт — публичный профиль и коллекции

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

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

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

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

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

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

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

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

Кеширование oauth-запросов было настроено некорректно.

Часовые пояса неправильные, посему токен не имел шансов подойти.

Некоторые адреса обра…

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

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

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

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

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

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

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

site on the host, but produced with

Django running locally. In 2021, it became a

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

the old-fashion…

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Update: I found a solution which I describe in

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Что за вайб-кодинг такой

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

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

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

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

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

В сайд-бай-сайде вышла следующая версия

Изменения: Человекочитаемые URL для голосований

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

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

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

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

На странице голосования теперь тоже показывается количество проголосовавших.

На странице голосований можно прокручивать картинки перетаскиванием мыши

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

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

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

Thank you for using RSS.app You are being redirected to the article now Opening article in 0 0 : 0 8The #1 Source of RSS FeedsConnect with Information You Care About Get RSS Feed From Almost Any Website

I'll go first: I am building https://builtbyindies.com/ a community platform for indiehackers to launch, share, get feedback and more If you're interested, check it out: https://builtbyindies.com/ Your turn, what are you building? submitted by /u/Agreeable_Muffin1906 [link] [comments]

I've spent way too many hours in meetings that should have been an email. To show my team the actual impact, I built a simple Meeting Burn Rate tool. You just plug in the number of attendees and an average hourly rate, and it tracks the "cost" in real-time. I actually had the guts to screen-share the timer during a particularly long corporate sync today. When the counter hit $1,000 for a discussion about "synergy," my manager's face completely changed. We hit $1,400 before he finally got uncomfortable and ended the call 20 minutes early. It's a simple project, and l'd love to get some feedback on it or hear if you guys have other ways to battle meeting fatigue! If anyone wants to try it I c…

Hey Guys, I'm very happy and proud while writing this post that my cute little SaaS [clickcast] clickcast.tech Clickcast gave me a huge 2nd payout..maybe it's not huge for everyone of you..but it's means alot to me. This 2nd payout is almost double than my 1st payout. Although the hardwork is also double 😅 , but getting double payout was not expected.. For Context My SaaS Clickcast is a AI powered tool which generates promotional or launch video for any website just by it's URL in few minutes in around just the cost of 1$ with a free trial too..that easiest and cheapest thing is USP of Clickcast. Hope it helps everyone generating promotional or launch video for your website. submitted by /u…

I built ClientProof because I got tired of one repeated problem in client work: The work itself is usually fine. But the communication around delivery gets messy fast. Status updates end up across email threads. Files are shared in different places. Approvals get buried. Clients ask for the latest version or ask where things stand. Teams keep rewriting the same update again and again. So I built a simple client-facing delivery hub. With ClientProof, you send one link and your client can see: current status milestones updates files approvals No client login. No dragging clients into another PM tool. Just one clean page for delivery visibility. I’ve just put payments live and I’m launching it…

submitted by /u/Exact_Pen_8973 [link] [comments]

I know it's a little on the long side, but fun little project nevertheless! Feel free to test out Featurely if you are a single developer looking for a management tool for your application! submitted by /u/chanassa [link] [comments]

Pool compute to run powerful open models Discussion | Link

AI Profile Search Across LinkedIn enriched with Web Data Discussion | Link

The immersive AI tutor Discussion | Link

Unified workspace for parallel local/cloud agents and MCPs Discussion | Link

EmDash is a new open-source CMS from Cloudflare Discussion | Link

ChatGPT voice in CarPlay for hands-free driving AI on the go Discussion | Link

Create, edit and share videos at no cost w/ new AI features Discussion | Link

Production ASR for noisy multilingual audio Discussion | Link

Vehicle status, navigation, map, music + more in a dashboard Discussion | Link

Free dictation for Any language and any application Discussion | Link

Google's most intelligent open models to date Discussion | Link

Open-source distributed quantum compute network Discussion | Link

Your AI co-founder that builds, launches, and sells for you Discussion | Link

Multimodal AI optimized for real-world coding agents Discussion | Link

Master your macOS dev environment from the terminal 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.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

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

The action you just performed triggered the security solution.

There are several actions that could trigger this block including submitting a certain word or phrase, a SQL command or malformed data.

You can email the site owner to let them know you were blocked.

Please include what you were doing when this page came up and the Cloudflare Ray ID found at the bottom of this page.

Wearable Robotics, a Pisa-based startup specialising in wearable robotics for neuromotor rehabilitation, has closed a €5 million Series A round to accelerate global expansion and bring its technologies to key markets.

Our goal is to bring increasingly advanced and modular wearable robotics solutions, capable of generating a concrete impact along the entire rehabilitation continuum,” said Lucia Lencioni, CEO of Wearable Robotics.

Founded in 2014, Wearable Robotics was founded as a spin-off of the Scuola Superiore Sant’Anna, an internationally recognised centre of expertise in the field of wearable robotics.

Wearable Robotics’ industrial division is called NEXUM Industry, which develops exosk…

Brilliance, an Enschede-based startup, has raised €6 million to accelerate the development of its integrated RGB laser chip technology, enabling next-generation Augmented Reality (AR) displays.

The round was led by Cottonwood Technology Fund, with participation from existing investors like PhotonVentures, Oost NL, PhotiX, and other co-investors.

Our goal is to bring scalable RGB laser chips to applications where size, efficiency and integration are critical for everyday use,” said Tim Tiek, CEO of Brilliance.

Founded in 2023 by Tiek and Douwe Geuzebroek (CTO), Brilliance manufactures and develops laser chips for AR by using photonic technologies.

Its miniature photonic laser chips enable co…

This article is visible for CLUB members only.

If you are already a member but don’t see the content of this article, please login here.

If you’re not a CLUB member yet, but you’d like to read members-only content like this one, have unrestricted access to the site and benefit from many additional perks, you can sign up here.

Omniscient, a Paris-based decision intelligence platform built for boards and senior executives, has raised €3.5 million ($4.1 million) in pre-Seed funding to make key engineering hires, further develop the product, and then scale commercial rollout.

Arnaud d’Estienne, CEO and co-founder of Omniscient, said, “Across dozens of engagements at McKinsey, the same pattern kept emerging.

The cost of that gap – in missed signals, missed opportunities, damaged reputations, and reactive crisis management – is enormous.

The C-suite deserves better than yesterday’s news.”Founded in 2024 by d’Estienne and Mehdi Benseghir, Omniscient provides AI-powered intelligence to organisations, assisting them in m…

We are excited to announce that Dr Florian Kandler, founder of GetFunding.how, will join the EU-Startups Summit 2026 on May 7-8 in sunny Malta.

Florian brings deep experience in startup fundraising, investor communications, and founder education.

Since 2016, Florian has focused full-time on helping entrepreneurs become investor-ready and raise capital with more structure, clarity, and confidence.

At the Summit, Florian will deliver a talk titled “Fundraising Secrets: Strategies, FOMO and Follow-Ups that win over Investors”.

The IONOS Cloud Start-up Program provides young companies with up to €100,000 in cloud credits for up to five years after their founding.

Generare, a Paris-based BioTech startup generating novel, high-quality molecular data for drug development by decoding microbial genomes, has raised €20 million in Series A funding to increase its drug discovery compound library, grow its team and scale its discovery platform.

It reads microbial genomes, expresses their silent chemistry, and generates the novel, high-quality molecular data that drug development has been missing.

“While techbio is accelerating drug discovery, Generare is pushing it further, reopening nature’s pharmacy at industrial scale.

In just three years, Generare claims that it has become the leading platform producing more evolution-based molecular data than any other.…

This week on the EU-Startups Podcast, we sit down with Rupa Popat, founder of Arāya Ventures, an early-stage venture capital firm backing ambitious founders building the next generation of impactful, technology-driven companies.

With a strong focus on underrepresented entrepreneurs and emerging sectors such as AI and healthtech, Arāya Ventures is working to reshape how capital is allocated at the earliest stages.

Rupa brings a clear and outspoken perspective on the structural gaps within venture capital, particularly the persistent underfunding of diverse founders.

Emerging opportunities at the intersection of Health x AI, including preventative care, precision medicine, and FemTech.

How Ar…

In response, European initiatives like TrustChain have been working to develop more secure, decentralised, and human-centric digital infrastructure aligned with European values.

Now, following three years of work under the EU’s Next Generation Internet initiative, the launch of the TrustChain Open-Source Software Foundation aims to carry these efforts forward.

Built for long-term sustainabilityThe TrustChain Foundation is structured to ensure financial and operational sustainability through diversified revenue streams, including sponsorships, donations, service-based income, and strategic collaborations with ecosystems such as Tezos.

The TrustChain solutions catalogueFrom digital identity f…

Covalo, a Zurich-based ingredients discovery and data platform for the personal care industry, today announced a €3.5 million Seed extension to support its transition from a marketplace to the industry’s reliable data infrastructure.

According to the company, innovation in personal care relies on ingredient data – yet that data remains dispersed across organisations, systems, and formats.

Much of this inefficiency stems from how information is managed and shared throughout the product lifecycle; product data is the one data that flows across the entire process.

With its neutral platform, Covalo aims to enable the personal care ecosystem to operate more efficiently and prepare it for future …

Evidence shows cognitive health is quietly deteriorating at scale, with rising burnout, brain fog, and attention and memory issues, especially among younger generations.

Our environments and technologies now place unprecedented demands on the brain, but we lack everyday ways to detect early change or protect long-term cognitive health.

These signatures can be applied to enhance the measurement of brain activity in real-world, daily situations.

Connectome’s first product tackles this by personalising brain measurement, monitoring brain activity multiple times over a period to establish an individual baseline rather than relying on single measurements.

By integrating brain data with daily lif…

MOVEMENTS, a Spanish platform that enables the creation, scaling and sustainability of citizen movements, has reached its initial target of €300k in its pre-Seed round and is opening an extension round up to €350k to bring in strategic investors before the final close.

Taken together, the funding mentioned across MOVEMENTS and these adjacent EU-Startups examples comes to roughly €17.35 million.

Following this first funding milestone, MOVEMENTS is entering a new phase in which it will consolidate its product and scale its model.

In parallel, MOVEMENTS will start preparing for its Seed round, which is planned for June 2026.

This next step aims to establish MOVEMENTS as a global infrastructure…

Nexus, a Belgian agentic AI platform enabling enterprises to deploy autonomous agents, announced a €3.7 million ($4.3 million) Seed funding round scale its platform and accelerate enterprise adoption of production-ready AI agents.

At a similar stage to Nexus, Toyo raised €3.6 million to develop secure AI agents for non-technical users, while Cognee (€7.5 million) and Rapidata (€7.2 million) highlight adjacent infrastructure layers supporting enterprise AI deployment.

Together, these rounds amount to approximately €180+ million in recent funding, indicating sustained investment across the enterprise AI agent stack.

“The Nexus platform understood our needs simply by describing them in plain l…

Pickmybrain, a Tallinn-based startup building AI-powered Digital Brains for celebrities, experts, and public figures, has raised a €1.8 million ($2.1 million) pre-Seed round to grow its team, scale into new markets, and enhance the product.

Users can ask these Digital Brains questions based on a particular expert’s insights, while more important questions are sent directly to the expert through 1:1 asynchronous video.

“Khaby Lame selling his AI twin for €840.5 million ($975 million) illustrates how digital likenesses and AI-driven personalities are becoming a cultural phenomenon.

Pickmybrain works by training AI models on an expert’s structured knowledge, such as interviews, articles, books…

Audicin, a Finnish NeuroTech startup using brainwave entrainment and music neuroscience for real-time focus, productivity, stress recovery and sleep, today announced €1.6 million ($1.9 million) in funding.

The raise builds on Audicin’s earlier pre-Seed round backed by Oura’s founding team and brings total funding to approximately €2.5 million ($3 million).

It can pair with wearables, including Oura, Apple Watch, Garmin, and Whoop.

With the fresh funding, the company plans to commercialise Audicin’s app and Sleep Headband, and the rollout of Audicin for Apps.

The company reports strong commercial progress, with a €6.9 million ($8 million) sales pipeline spanning defence, athletic performance…

Wearable Robotics, an Italy-based company developing wearable robotics for neuromotor rehabilitation, has raised €5 million in a Series A funding round to support international expansion and product development.

The company develops rehabilitation solutions that combine wearable robotics with augmented and virtual reality technologies, aiming to improve neuromotor recovery and support activities of daily living.

Building on this foundation, Wearable Robotics is focused on expanding its product portfolio with modular and integrable robotic solutions that extend applications across additional rehabilitation areas.

This includes the development of new partnerships and entry into key regions, p…

Paris-based Omniscient, a decision intelligence platform for boards and senior executives, has raised $4.1 million in pre-seed funding.

As corporate reputation continues to represent a significant share of enterprise value, organisations face growing challenges from fragmented data sources, reactive workflows, and the limitations of manual monitoring.

Founded by Arnaud d’Estienne and Mehdi Benseghir, both former McKinsey consultants, Omniscient aims to address these challenges by providing a unified intelligence layer for senior leadership.

It gives executive teams the intelligence they need, and frees the operational teams around them to focus on what actually moves the needle, rather than…

Generare, a Paris-based biotechnology company focused on generating molecular data for drug development, has raised €20 million in a Series A funding round.

Drug discovery has historically been constrained to a relatively narrow chemical space, largely due to limited data availability beyond it.

By decoding previously unexplored biological data, it aims to expand the chemical space available for drug discovery and address long-standing limitations in access to high-quality molecular data.

According to co-founder and CEO Vandenesch, the lack of novel, high-quality molecular data remains a key constraint in drug discovery, limiting the effectiveness of existing approaches and models.

The fund…

Covalo, a Switzerland-based platform for ingredient discovery and data management in the personal care industry, has raised €3.5 million in a funding extension.

Covalo provides a platform that connects suppliers and brands through structured, standardised data flows, replacing manual processes such as emails, spreadsheets, and PDFs.

By integrating directly with suppliers’ product information management systems and brands’ internal workflows, it enables real-time updates and more efficient data exchange across the product lifecycle.

The platform is used by a broad network of suppliers and brands across the personal care ecosystem and works with industry organisations to support data integrat…

Former managers at Belgian legaltech scale-up Henchman are launching Backbone, an AI platform for real-time quality and compliance management in the food industry, with Seed funding from 100IN.

Backbone consolidates fragmented data, from supplier documents to lab results, giving quality managers the tools to detect risks before they reach production.

A recipe change at a food manufacturer triggers an immediate cascade of quality checks.

Without real-time visibility, mismatches can go undetected until a product is already in production or worse, on the shelf.

Backbone's founders estimate that poor quality costs the food sector up to 15 per cent of revenue, excluding reputational damages.

The flagship fund of a UK government-backed initiative addressing the shortage of equity capital for women in the UK who are building businesses has reached a £130m first close of the fund, it said today.

The “Women Backing Women” fund is aiming to raise £250m in total to invest in female fund managers to back female-led businesses.

The initiative is a key part of the UK government-backed Women Taskforce, aimed at addressing the long-standing challenge of women struggling to secure investment capital.

Today, Bootstrap4F, which is managing the fund of funds, said it had reached the £130m first close of its £250m raise, with investment from Barclays, the British Business Bank, M&G and Nationw…

Press aggregation platform Cafeyn Group is acquiring Readly’s non-Nordic operations, marking a significant step forward in its European expansion.

Cafeyn offers unlimited access to over 2,000 national and international titles across multiple formats and devices, while Readly provides a single subscription that gives users access to over 8,000 magazines and newspapers.

Following the transaction, Cafeyn will serve more than 2.5 million users and generate combined revenues of nearly €100 million, significantly strengthening its scale and position across Europe.

Readly’s Nordic operations remain owned and operated by Bonnier News, while activities outside the Nordic countries (notably in German…

Today, Moldovan game development studio Paparuda Studio secured an investment of over €210,000 (4 million MDL) to develop its first internationally targeted video game, marking a new step in the country’s transition toward high-value digital industries.

Paparuda Studio is also exploring partnerships with internationally recognised publishers such as Devolver Digital and Team17, aiming to secure additional financing and global distribution opportunities.

“For us, game development is not only about creating games, but also about building a community and contributing to the development of a strong local industry.

We aim to create products that can compete globally,” said Victor Marchitan, co-f…

Italy’s tech funding landscape in 2025 appears larger and more mature, but also highly concentrated.

Total funding of around €2.5 billion is driven by a small number of very large rounds, while most deals remain relatively small, indicating a broad early-stage base but limited late-stage depth.

A significant share of funding comes from debt, suggesting that more mature companies are increasingly accessing structured and non-dilutive capital.

Cybersecurity stands out for attracting larger rounds, fintech remains highly active, and healthcare continues to show steady growth.

Robotics and deeptech indicate increasing confidence in capital-intensive innovation, while cleantech is still developi…

According to Soner:“Basically, our main focus is data control and data ownership.

Of the big themes — data monetisation, regulation, and AI — he believes AI is the most promising for helping businesses understand the importance of the data layer and data control.

“Before that, it was really hard to market concepts like privacy, data ownership, and data control.

The missing layer in Europe’s AI debateSo what are we talking about when we talk about a sovereign data layer?

But because everyone is afraid of missing out on AI, they focus on the exciting parts and ignore the “boring” ones: data control, data cleaning, and organisation-wide tracking strategies.

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

Tallinn-basedPickmybrain, a startup developing AI-powered “Digital Brains” for professionalsand public figures, has raised $2.1 million in a pre-seed funding round backedby business angels, Raison.app...

Finnish developer of continuous metals monitoring technology, Sensmet, has received a €1.5m investment from EIT RawMaterials to help secure the supply of critical and strategically important raw mater...

Monzo is closing its US banking operations after struggling to gain traction in the market, and will instead focus on its core UK and European business.The UK digital bank, famed for its bright coral ...

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.

Four major European airports in Berlin, Brussels, Dublin, and London continue to have flight delays due to a cyberattack on Collins Aerospace, a provider of check-in systems.

A cyberattack targeting Collins Aerospace, a provider of airport check-in systems, sparked delays and disrupted flights across Europe over the weekend.

Dawn Capital’s latest partner, Shamillah Bankiya, stopped by Equity this week to talk about the European landscape and the biggest misconceptions Americans have about the European startup world.

Europe’s startup scene is having a moment, with European unicorns multiplying and American VCs setting up shop across the pond. But while European funding dominates the early stages, late-stage capital still flows primarily from the U.S. So what does this mean for European founders, and how is the continent carving out its own identity in […]

The companies want to launch the robotaxi services in Germany and the U.K. first, pending regulatory approval.

Europe’s fintech darling Revolut is looking to raise a new funding round that would give it a $65 billion valuation, the Financial Times reports. The UK-based company is reportedly in talks to raise around $1 billion by issuing new shares and selling existing ones. The US-based firm Greenoaks is said to be leading the round, […]

The confirmation of two hacked victims further deepens an ongoing spyware scandal that, for now, appears largely focused on the Italian government.

The Italian government claims that accepting Paragon’s help would have compromised national security and classified information.