“It’s a shame, but what can you do?

“There’s absolutely no way to foresee or prevent someone from taking over a long-abandoned utility package and injecting a crypto-miner into every production build in the world.

“It’s devastating, but we have to accept that we live in a world where bad actors exist.

“Our hearts go out to the victims.

Until the next inevitable breach tomorrow morning, we must simply remain resilient.”

After base64 decoding, the wire envelope is:2:8a2387b7dbed018e5e485792eac2b56833ce8a3a:T7NreIR729giTKR-thJPcKeT6JXevACogl57SIFzwKp-1BASwpBT6v:Three colon-separated fields then ciphertext:A version tag ( 2 ) A 40-character protocol id, A 54-character suffix of the publisher's AppLovin SDK key.

The salt is a 32-byte constant baked into every AppLovin SDK binary, 21 meaningful bytes followed by 11 zero bytes.

The cipher:salt = (universal 32-byte constant, baked into the SDK) sdk_key = (per-publisher 86-char string, baked into the app bundle) dk = SHA-256(salt || sdk_key[:32]) # 32-byte per-publisher derived key protocol_id = SHA-1(salt).hex() # constant identifying the version counter = System…

The modelLocal first.

Sync at will.

Or automatically.

Create, move, filter, close, reopen, and sync issues without tab-switching.

Epiq keeps local interaction instant while allowing you to sync explicitly or automatically.

“They’re not following any of the laws.”Mitch Zeller, director of the FDA’s Center for Tobacco Products, said the agency recognized the problem.

The unregulated vaping market at this point is a problem of the FDA’s making, said Gregory Conley, president of the American Vaping Association, an industry trade group.

The ease of purchasing was also concerning, Dr. Jackler said, given how little is known about the health effects of flavored, synthetic nicotine.

Dr. Sven-Eric Jordt, an associate professor at Duke University who has studied synthetic nicotine, said it posed many unknowns.

But a mirror-image molecule, known as R-nicotine, makes up 50% of most types of synthetic nicotine.

What do we know about the difference between old meth and P2P meth?

Unfortunately, I can’t seem to find any data going back further to before when P2P meth was introduced.

These are the raw cross-tables: Time since used meth, until 2014Time since used meth, after 2014# days used meth in last 30 days After following one of those links, turn off all table display options except for row %, then click the “Run Crosstab” button.

Second, the evidence we have is against the idea of contaminants in P2P meth.

And P2P meth synthesis has changed several times in the interim, resulting in higher purity than ever before.

Erlang/OTP 29 is a new major release with new features, improvements as well as a few incompatibilities.

The compiler will by default now generate warnings for calls to functions in Erlang/OTP known to be always unsafe.

Furthermore, xref can now be used to find calls to unsafe functions and functions that lack documentation.

Native records are considered experimental in Erlang/OTP 29 and possibly also in Erlang/OTP 30.

In Erlang/OTP 30, the old guards will be removed from the language.

Six SQL patterns I use to catch transaction fraud May 12, 2026Quick disclaimer: I do data work on a program-integrity team.

Fraud detection in transaction data is mostly SQL.

SELECT cardholder_id, timestamp , amount, merchant_id FROM transactions WHERE (amount >= 99 .

00 ) ORDER BY cardholder_id, timestamp ;What’s happening:Round dollar amounts at small values — $1.00, $5.00, $10.00 — are almost always card tests.

Your fraud workflow needs human review of flagged cases, with a feedback loop that lets you tune thresholds based on what’s actually fraud and what isn’t.

Spectre is a programming language meant for safe and contract based low-level systems programming.

This documentation aims to act as a user guide for the Spectre programming language.

Notably there is a –translate-c feature that allows for C code to be translated to the equivalent Spectre code, which is useful for the migration of existing projects to Spectre.

Getting Started ​The simple hello world can be achieved via the following:spectre val std = use("std") pub fn main() i32 = { trust std.stdio.print("Hello, world: {d}.

These docs may be out of date and are not guaranteed to reflect the up-to-date Spectre API.

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A bill focused on maintaining long-term playable access to online games has passed out of the California Assembly’s appropriations committee, setting up a floor vote by the full legislative body.

The advancement is a major win for Stop Killing Games‘ grassroots game preservation movement and comes over the objections of industry lobbyists at the Entertainment Software Association.

Battle of the interest groupsThis week’s 11–2 committee vote to advance the Protect Our Games Act is being trumpeted by Stop Killing Games (SKG), the UK-based player advocacy group that was formed after the 2024 shutdown of Ubisoft’s The Crew.

SKG wrote last month that it “advised on the drafting” of the bill befo…

At least 36 states currently provide tax breaks for companies to build the facilities, coming at a cost of billions in forgone revenue.

Virginia, the state with the most data centers, is dishing out $1.9 billion annually to data center developers.

has received a 50-year $4 billion abatement, and a separate $4 billion tax break for technology and property over the next 35 years.

Out of those, nine states, including Virginia—the state with the most existing data centers—have considered bills to completely repeal their data center tax incentives.

A recent Gallup poll found that more than seven out of 10 Americans oppose building data centers where they live.

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Windows CE 2.11 on the Nintendo 64Stock Microsoft Windows CE 2.11 running on a real Nintendo 64.

This is a hobby reverse-engineering project: there is no official CE 2.11 port to N64 from Microsoft.

Around it the standard CE 2.11 user-mode modules ( coredll.dll , gwes.exe , filesys.exe , device.exe , shell.exe ) load unchanged from the ROM image.

The resulting n64ce.z64 links in Microsoft's CE 2.11 binaries ( nk.exe , coredll.dll , gwes.exe , filesys.exe , ddi.dll 's MGDI / GPE libs, etc.)

The CE 2.11 SDK / Platform Builder gives you the kernel ( nk.lib ), coredll.dll , gwes.exe , filesys.exe , device.exe , common controls, MGDI / GPE display abstractions, and the Win32 API surface.

One command authenticates your machine and installs the CostHawk MCP for Claude Code, Codex, Cursor, and Gemini CLI.

Whether you connect via Admin API keys, wrapped proxy keys, or MCP telemetry — your credentials are encrypted, we do not store prompt or code content, and you control what gets shared.

AES-256 key encryption Admin API keys are encrypted at rest with AES-256-GCM.

Wrapped key isolation Proxy your API calls through CostHawk.

Local-first parsing MCP telemetry is computed locally from supported developer-tool data directories before anything leaves your machine.

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Kandra Labs, the company that has stewarded Zulip for the last decade, will now be fully and independently owned by the Zulip Foundation, with no other stockholders or debt obligations.

If you’d like to follow along, please sign up for occasional email updates from the Zulip Foundation.

The Zulip Foundation, which has the goal of serving the public good, makes this so much easier to communicate clearly.

I’m deeply grateful to be in a position to do exactly that by creating the nonprofit Zulip Foundation.

Zulip’s team of professional maintainersAll Kandra Labs team members who are not joining Anthropic will continue working on Zulip.

Before boarding Air Force One, White House staffers and reporters had to surrender various items collected during the trip, including staff burner phones, credential badges, and lapel pins issued by China.

Those traveling on Air Force One threw those objects in a bin at the bottom of the plane’s stairs, according to a journalist in the White House press pool.

“Nothing from China allowed on the plane,” Emily Goodin, the White House correspondent for the New York Post, wrote in a post on X.

Contact Us Were you on the Air Force One trip to China for the summit?

Spokespeople for the White House did not immediately respond to a request for comment.

Comments

IntroductionThere used to be a fantastic chrome extension called uMatrix, written by Raymond Hill, the uBlock Origin developer.

uMatrix was an intuitive way to control site permissions and subresource requests.

You can do some of that manually with browser settings, but uMatrix made it quick and easy.

The features in uMatrix were – more or less – a subset of the features available in uBlock Origin, so rather than maintain both, Hill deprecated uMatrix and users were encouraged to migrate to uBO.

The bad news is that uBO is a legacy MV2 extension, and the successor – uBO Lite – removed this feature.

Subpoenas issued to Apple, Google, Amazon, and Walmart request names, addresses, phone numbers, and purchase histories tied to the app and its accompanying hardware.

EZ Lynk strongly denies the allegations, emphasizing that its products serve legitimate purposes: monitoring vehicle performance, applying software updates, and enabling legitimate modifications and diagnostics.

Additional requests went to Amazon and Walmart for buyer information on the physical EZ Lynk hardware.

It has already submitted forum posts and social media evidence showing some users employing the system to disable emissions controls.

Similar but smaller-scale requests have occurred before, such as a 2019 demand for d…

Feedr - Terminal RSS Feed Reader 📰Feedr is a feature-rich terminal-based RSS feed reader written in Rust.

Run feedr config list to see all keys.

You can edit the file directly, use feedr config get/set from the command line, or use feedr config --tui for an interactive editor.

Per-feed auth headers are not sent to the article URL (article URLs are typically third-party hosts; forwarding Authorization would leak credentials).

sent to the article URL (article URLs are typically third-party hosts; forwarding would leak credentials).

From Gates to a CalculatorThis project implements a fully functional scientific calculator in hardware using an FPGA.

It includes a custom soft CPU, microcode firmware, and supporting tools.

For the full story, see the blog.

See the verilog/ and Qt/ folders for detailed instructions.

The project source files reside on a Windows partition and are accessed from WSL2.

It’s translating between the user’s mental model of a system and the language’s structural shape.

The mental model and the code share a substrate.

Pick a system you already have a mental model for: the matchmaker behind a multiplayer game.

In your head, the thing is a service that holds a queue of waiting players, spawns a match when enough are queued, and goes back to waiting.

The structural model Aperio operationalizes isn’t software-specific.

Your best developers have figured out how to make AI assistants incredibly productive - custom skills, MCP configs, slash commands, proven patterns.

Usage analytics & audit:sx stats # adoption dashboard sx stats --since 7d --json # machine-readable sx audit # recent team/install mutations sx audit --actor [email protected] --since 30d --event install.setAlready using Claude Code?

# Add your existing skills/commands (sx auto-detects the type) sx add ~ /.claude/commands/my-command sx add ~ /.claude/skills/my-skill sx add code-review@claude-plugins-officialYour prompt files stay exactly as they are - sx just wraps them with metadata for versioning.

sx install reads the manifest, resolves team and…

01Forever hungryWe are hungry and ambitious.

We celebrate our accomplishments, but we’re never fully satisfied.

We’re always figuring out how to collectively push ourselves further and do more.If we think we can grow the company 5x this year, the first question should be “why not 10x?”

Kandra Labs, the company that has stewarded Zulip for the last decade, will now be fully and independently owned by the Zulip Foundation, with no other stockholders or debt obligations.

If you’d like to follow along, please sign up for occasional email updates from the Zulip Foundation.

The Zulip Foundation, which has the goal of serving the public good, makes this so much easier to communicate clearly.

I’m deeply grateful to be in a position to do exactly that by creating the nonprofit Zulip Foundation.

Zulip’s team of professional maintainersAll Kandra Labs team members who are not joining Anthropic will continue working on Zulip.

There's a lot of talk about what to do if an LLM generated article gets posted.

I don't believe that there's a clear policy about whether they should be allowed.

I think users posting them regularly should be banned from the site.

A notification on the submission page reminding people that LLM generated articles are not allowed here would also be a good idea.

This should reduce the amount of debate on whether the article should be flagged or commented on.

Git Is Not FineThis is a piece about git.

Almost every engineer who knows what a rebase is learned it using git commands, in terms of git constructs.

So when we read classic git diagrams, or even these more detailed git diagrams, the diagrams themselves and sometimes even our own eyeballs are misleading us about the capabilities of our tool.

Git Can’t Represent Real WorkflowsLet’s say that you have started building a new feature.

Today, nobody’s complaining about administering their git repo.

Comments

When I started thinking about structuring CSS, I was intimidated at first: I’m not very good at structuring my CSS!

The idea here is to organize CSS by “components”, in a way that’s spiritually related to Vue or React components.

So I’ve been using Tailwind v2 for years.

I’m a lot better at CSS than I was when I started using TailwindUltimately Tailwind is limiting: if you want to do Weird Stuff in your CSS, it’s not always possible with Tailwind.

While doing this I learned about a lot of CSS features that I didn’t use but am curious about learning about one day:I still feel happy that I started using Tailwind, even if I’m moving away from it now.

After debugging for some time with no success on iOS 11, it became clear to me that something in the toolchain broke during the OS upgrade.

I immediately saved a song offline on an iOS 10 device and upgraded it to iOS 11.

Meticulously debug step by step and note down every tiny detail.

I had to debug it step by step by DOWNGRADING the iOS version, and UPGRADING again several times and debug step by step to find out what was happening.

I remember discovering the parameter as NULL in iOS 11 which makes this theory plausible.

SELECT - a AS a FROM nums ORDER BY a; SELECT - a AS a FROM nums ORDER BY - a;Most of us would guess the same rows in a different order.

SELECT - a AS a FROM nums ORDER BY a;You wrote ORDER BY a .

SELECT - a AS a FROM nums ORDER BY a; SELECT - a AS a FROM nums ORDER BY + a;A plus sign you would not even think about changes which rows come out in which order.

SELECT - a AS a FROM nums ORDER BY a; SELECT - a AS a FROM nums ORDER BY nums .

A non-integer constant errors immediately ("non-integer constant in ..."), which catches ORDER BY NULL , ORDER BY 'a' , ORDER BY TRUE .

In our case, this meant applying agentic refactoring: using AI agents to analyze, plan, and execute changes across a codebase, from dependency mapping to system decomposition.

One pattern that worked especially well was using agents to build deterministic tooling rather than relying on them for ongoing interpretation.

The pattern that works is using agents to produce deterministic artifacts, then forcing execution through those constraints.

How this impacts 1Password’s agentic approachWe are rolling out agentic tooling across the engineering organization with a clear understanding of where it provides leverage.

The problems we are working on, including decomposing a production system under …

Open Source software is not a “hobby” for your spare time.

Literally every company you have worked for couldn’t run their business without any OSS.

They extract value every hour and then ask maintainers to beg for a Friday afternoon, a donation button or a kind word in an all-hands.

Maintainers inside companies should and can just take work time for the necessary work on the OSS code those companies already depend on.

It’s the way most open source has always been done.

sigio.mitigationsApply vulnerability mitigations in a consistent mannerRequirementsNoneRole VariablesEvery mitigation defaults to 'present', but each one can be disabled/removed by setting the variable sigio_mitigations_NAME to 'absent'Next update will have one mitigation that defaults to off, which is preventing any module loading after boot.

Since this will have serious impact on systems this will need to be manually enabled.

DependenciesNoneExample PlaybookIncluding an example of how to use your role (for instance, with variables passed in as parameters) is always nice for users too:- hosts: servers roles: - { role: sigio.mitigations }LicenseCC-BY-SA-4.0 InternationalAuthor InformationCr…

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!

The design of SQL and relational database systems makes it easy to accidentally introduce serious concurrency bugs.

DECLARE @balance INT ; SET @balance = ( SELECT balance FROM accounts WHERE owner = 'alice' ); IF @balance >= 10 BEGIN UPDATE accounts SET balance = balance - 10 WHERE owner = 'alice' ; UPDATE accounts SET balance = balance + 10 WHERE owner = 'bob' ; ENDAtomicityFirst, if this procedure aborts midway through, we might transfer money from Alice’s account without transferring any to Bob.

Let’s map out what happens:T1: Check Alice’s account balance T2: Check Alice’s account balance T1: Withdraw 10 from Alice’s account T2: Withdraw 10 from Alice’s account T1: Deposit 10 in Bob’s ac…

Global tech policy and discourse was set and enforced by the US to favour US-based tech companies whether the companies involved wanted it or not.

The global tech economy #Our current globalised tech industry can only exist because of the protectionism and policy uniformity imposed by the United States on its hegemony.

Countries can fine the tech industry, up to a point, as that just establishes the cost of doing business.

Voters, labour, and industry increasingly demand checks on the US tech industry.

The US no longer has the power or influence it once did and that changes everything for US tech companies.

i've been writing F# for a while now, and i keep coming back to it for scripting and automation tasks.

in F#, this is called a "type provider", and it's one of the killer features of the language for scripting.

but for scripting and automation tasks, the ecosystem size matters much less than the ability to interop with .NET libraries.

but for everyday scripting and automation tasks, i haven't seen another language that combines ease of use, reliability, performance, and maintainability as well as F# does.

and this message from the F# group on Discord puts it the best:anyway if you haven't tried F# yet, give it a shot for your next scripting task.

You want a good Markdown viewer more than you think you do.

Native UI Markdown editors are attractive and legible.

Suddenly, I realized: a good Markdown viewer was a dumb thing to waste time looking for.

Or even a particularly competent piece of software (although: it might well be the best dedicated macOS Markdown viewer).

And it has fussy color themes and decent typography, which is the most important feature a dedicated Markdown viewer can have.

Hyunjoo Jin / Reuters:

Sources detail friction between Samsung's memory and logic chip businesses over higher bonuses for memory chip workers, leading many to leave or apply elsewhere — A looming 18-day strike at South Korean chip giant Samsung that has triggered worries within the government …

Lee Jaewoon / The Elec:

Seoul-based WIRobotics, which develops wearable and humanoid robots and is collaborating with Nvidia and AWS, raised a ~$68M Series B led by JB Investment — Company to accelerate humanoid robot commercialization after securing major follow-on investment — 이 기사를 공유합니다

Mia Sato / The Verge:

YouTube expands its AI likeness detection program to users over the age of 18, after rolling it out to select creators, politicians, journalists, and others — Likeness detection, which scans YouTube for facial matches, will now be available to anyone 18 years or older with a YouTube account.

Bloomberg:

Filings: YouTube and Snap reached agreements to settle a lawsuit headed to trial in June over claims addiction to social media has disrupted students' learning — Google's YouTube and Snap Inc. reached agreements to settle the first lawsuit headed to trial over claims that addiction …

Josh Sisco / Bloomberg:

Sources: the US FTC is investigating whether Arm is trying to illegally monopolize parts of the semiconductor market — Arm Holdings Plc is facing an antitrust investigation by the US Federal Trade Commission over the UK company's licensing of its semiconductor technology …

Stephen Foley / Financial Times:

Professional services firm EY has withdrawn a study on loyalty rewards programs after researchers at GPTZero found apparent AI hallucinations and fake footnotes — Incident is latest example of professional services firm being led astray by new technology — EY has withdrawn a study …

Bill Gurley / Bill's Substack:

How tech companies are using open source initiatives to achieve critical strategic goals and how such efforts are reshaping industries like AI, AVs, and more — How the Smartest Executives Are Using Open Source Techniques to Optimize Corporate Strategy — Nearly 27 years ago, on July 12 …

Julie Bort / TechCrunch:

In a viral X post that parodies the old Mac vs. PC commercials, General Catalyst posted a “VC vs GC” video, with the VC apparently modeled after Marc Andreessen — One of the most entertaining moments in VC this week was a piece of rage-bait marketing from General Catalyst.

Mauro Orru / Wall Street Journal:

Semiconductor stocks fell globally on Friday after the Trump-Xi summit concluded without major chip deals; Nvidia closed down 4.42% and AMD closed down 5.69% — Beijing hasn't formally approved Nvidia shipments of its H200 chips to China — Global semiconductor stocks skidded …

Reuters:

Sources: SpaceX aims to make its IPO prospectus public by next week, targeting a June 12 listing on Nasdaq, driven by a faster-than-expected SEC review — Elon Musk's rocket and satellite maker SpaceX is planning to price its blockbuster initial public offering as early as June 11 …

Sean Silcoff / Globe and Mail:

Sources: Nord Quantique, a quantum computing startup that is pursuing a hardware-level quantum error correction approach, raised $30M at a $1.4B valuation — West Coast pipeline is conditional on carbon-capture project, Carney says — Boycotts, cancellations and price hikes: Get ready for a summer of travel chaos

Olga Kharif / Bloomberg:

Source: Kraken cut ~150 staff after AI tools improved efficiency and its IPO may be delayed until late 2026 or early 2027 due to a drop in digital-asset prices — Kraken, one of the world's oldest cryptocurrency exchanges, has cut some staff to reduce costs and may not go public as soon …

Transformer:

OpenAI's disavowal of a liability shield in Illinois SB 3444 bill and endorsement of a stronger SB 315 suggest it is open to meaningful AI safety legislation — Transformer Weekly: US-China talks, AI executive order, and Anthropic's $900b valuation … - Scott Bessent said the US and China will …

Samantha Cole / 404 Media:

ArXiv, the repository of preprint academic research, says it will ban authors for a year if their papers have “incontrovertible evidence” of AI-generated work — The change comes as arXiv and others struggle to manage an influx of AI-generated materials masquerading as rigorous science.

Maxwell Zeff / Wired:

OpenAI memo: Greg Brockman says he will lead product strategy as part of a reorg, folding ChatGPT, Codex, and developer-facing API into one core product team — OpenAI is once again reorganizing its executive ranks as part of its effort to unify ChatGPT and Codex into one core product experience.

Zac Hall / 9to5Mac:

Replit says it has “worked things out with Apple”, which has approved a Replit update after four months, following a reported dispute over vibe coding apps — All's well that ends well in App Store review controversies. Back in March, a major agentic coding company made news …

Ivan Mehta / TechCrunch:

OpenAI debuts personal finance tools for US ChatGPT Pro users, partnering with Plaid to give access to 12K+ financial institutions to analyze spending and more — On Friday, OpenAI launched a new set of personal finance tools in preview for ChatGPT Pro subscribers in the U.S. …

Rebecca Bellan / TechCrunch:

A profile of AI video generation startup Runway, which is training models directly on observational data, is now valued at $5.3B, and added $40M in ARR in Q2 — Every major AI lab is betting on language. Runway is betting they're wrong. — AI video generation startup Runway doesn't have the typical Silicon Valley pedigree.

Bianca Giacobone / Latitude Media:

Gridcare, which uses AI to detect underused capacity in electric grids, raised a $64M Series A, following a $13.5M seed in 2025 — The grid intelligence startup uses AI to unlock capacity and get data centers connected faster. — Gridcare has raised $64 million in an oversubscribed Series …

Todd Spangler / Variety:

A look at Matthew McConaughey's novel legal strategy to fight unauthorized AI use of his image, which involves trademarking video and audio clips of him — The actor has secured trademarks covering his persona, hoping to deter unauthorized AI use. Will it make a difference?

Daniel Thomas / Financial Times:

Ofcom says X has committed to implementing stronger protections for UK users, including reviewing illegal hate content within 24 hours, following a probe — Social media platform commits to providing faster review of reported material following regulator's investigation

Meaghan Tobin / New York Times:

Nvidia's future in China remains unclear after the Trump-Xi Summit; Trump says China “chose not to” buy Nvidia chips as “they want to try to develop their own” — The standoff comes as Chinese firms increasingly turn to domestic chipmakers like Huawei …

Akshay Gangwar / Android Authority:

Google confirms it's testing a new storage policy after some users reported that new Gmail accounts get only 5GB of free storage unless they add a phone number — Update: Google has confirmed that it's testing a 5GB storage limit for some new Gmail users, unless they add their number. — •

Pramugdha Mamgain / DealStreetAsia:

Indian ride-hailing app Rapido raised $240M led by Prosus as part of a broader primary and secondary financing transaction, valuing Rapido at $3B post-money — Ride-hailing platform Rapido, operated by Roppen Transportation Services Private Limited, on Friday announced that it has raised $240 million …

Zoe Kleinman / BBC:

The UK's HMRC tax authority announces a 10-year, £175M deal with London-based Quantexa to use its AI tech to identify fraud incidents and fix tax return errors — HM Revenue and Customs has announced a 10-year, £175m deal with the British tech firm Quantexa to provide AI-powered technology to help improve its performance.

Carmen Arroyo / Bloomberg:

xAI launches Grok Build, an agentic CLI for coding, building apps, and automating workflows, in beta for SuperGrok Heavy subscribers — Elon Musk's xAI is rolling out its first artificial intelligence coding agent, called Grok Build, in an attempt to catch up to Anthropic PBC's Claude on streamlining software development.

Jay Peters / The Verge:

Meta rolls out new features for Ray-Ban Display glasses, including neural handwriting support for all users, and opens up the device to third-party developers — You can also now capture a video combining what you see on the lens display, what you see in the world, and the audio around you.

Meir Orbach / CTech:

Akamai acquires Israeli cybersecurity startup LayerX Security, which develops a browser-based platform to secure employee use of AI tools, for ~$205M in cash — Deal expands Zero Trust strategy as enterprises struggle to control AI use. — Akamai Technologies is acquiring Israeli …

🛠️ Jack of all trades Wide range of modes including SOCKS5, HTTP Proxy, TCP/UDP Forwarding, Linux TProxy, TUN - with more features being added constantly.

⚡ Blazing fast Powered by a customized QUIC protocol, Hysteria is designed to deliver unparalleled performance over unreliable and lossy networks.

✊ Censorship resistant The protocol masquerades as standard HTTP/3 traffic, making it very difficult for censors to detect and block without widespread collateral damage.

💻 Cross-platform We have builds for every major platform and architecture.

🔗 Easy integration With built-in support for custom authentication, traffic statistics & access control, Hysteria is easy to integrate into your infras…

👉 Read the appendix [2026-03-25] 📚 English documentation fully updated: Stage 2 (Full-stack Development) and Stage 3 (Advanced Development) are now fully available in English.

🦞 : Added so OpenClaw, Claude, Cursor, Trae, and other AI agents can quickly understand the repository structure and find the right tutorial content.

[2026-02-25] Updated the Appendix Knowledge Base, now covering 9 knowledge areas and 80+ interactive topics.

Updated the Appendix Knowledge Base, now covering 9 knowledge areas and 80+ interactive topics.

If you want to start a new Datawhale open-source project, please follow the Datawhale Open Source Project Guide.

Academic Research Skills for Claude Code繁體中文版A comprehensive suite of Claude Code skills for academic research, covering the full pipeline from research to publication.

Socratic mode (deep-research) and Plan mode (academic-paper) use intent-based activation — they detect the meaning of your request, not specific keywords.

Academic Pipeline (v3.7)10-stage orchestrator with integrity verification, two-stage review, Socratic coaching, and collaboration evaluation.

Reviewers run paper-content-blind Phase 1 + paper-visible Phase 2; Phase 1 output is wrapped in data delimiter to narrow the self-injection surface.

v2.6.1 (2026-03-09) — Bilingual Trigger Keywordsdeep-research : Added Traditional Ch…

AI-Trader: 100% Fully-Automated Agent-Native TradingJust like humans have their trading platforms, AI agents need their own.

AI-Trader is an Agent-Native Trading Platform: Exchange ideas and sharpen trading skills through AI agents!

Any AI agent joins the AI-Trader platform in seconds -- Simply send this message to your agent.

Live Trading Platform Click HereSupports all major AI agents, including OpenClaw, nanobot, Claude Code, Codex, Cursor, and more.

Key Features of AI-Trader🤖 Instant Agent IntegrationConnect any AI agent instantly by sending it one simple message.

SuperSplat Editor| SuperSplat Editor | User Guide | Blog | Forum |The SuperSplat Editor is a free and open source tool for inspecting, editing, optimizing and publishing 3D Gaussian Splats.

It is built on web technologies and runs in the browser, so there's nothing to download or install.

A live version of this tool is available at: https://superspl.at/editorTo learn more about using SuperSplat, please refer to the User Guide.

Localizing the SuperSplat EditorThe currently supported languages are available here:https://github.com/playcanvas/supersplat/tree/main/static/localesAdding a New LanguageAdd a new .json file in the static/locales directory.

ContributorsSuperSplat is made possible by …

Session ReplayEvery session agentmemory records is replayable.

If the file already has other servers, add agentmemory next to them as another key inside mcpServers .

Gemini CLI ~/.gemini/settings.json gemini mcp add agentmemory npx -y @agentmemory/mcp --scope user (auto-merges).

Codex CLI (MCP only) .codex/config.toml TOML shape: codex mcp add agentmemory -- npx -y @agentmemory/mcp , or add [mcp_servers.agentmemory] manually.

Launch alongside agentmemory:# agentmemory viewer holds port 3113, so run the console on 3114.

close ()JavaScript (Playwright):import { launch } from 'cloakbrowser' ; const browser = await launch ( ) ; const page = await browser .

import asyncio from cloakbrowser import launch_async async def main (): browser = await launch_async () page = await browser .

import { launch } from 'cloakbrowser/puppeteer' ; const browser = await launch ( { headless : true } ) ; const page = await browser .

browser = launch ( humanize = True ) page = browser .

page.$() , page.$$() , and page.waitForSelector() return patched handles automatically.

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

Secure your code as you buildCode security Secure your code as you buildYou signed in with another tab or window.

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Reload to refresh your session.

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Avoid data preprocessing : Do not apply data scaling or one-hot encoding when feeding data to the model.

TabPFN EcosystemChoose the right TabPFN implementation for your needs:TabPFN Client Simple API client for using TabPFN via cloud-based inference.

Manual DownloadDownload the model files manually from HuggingFace: Classifier: tabpfn-v2.5-classifier-v2.5_default.ckpt (Note: the classifier default uses the model fine-tuned on real data).

A: Try the following:Download the newest version of tabpfn pip install tabpfn --upgradeEnsure model files downloaded correctly (re-download if needed)Q: What environment variables can I use to configure TabPFN?

Example:export TABPFN_MODEL_CACHE_DIR= " /path…

Islands DarkA dark color theme for Visual Studio Code inspired by the easemate IDE.

Step 7: Enable Custom UI StyleOpen Command Palette ( Cmd+Shift+P / Ctrl+Shift+P ) Run Custom UI Style: Enable VS Code will reloadNote: You may see a "corrupt installation" warning after enabling.

This is expected since Custom UI Style injects CSS into VS Code.

TroubleshootingChanges aren't taking effectTry disabling and re-enabling Custom UI Style:Command Palette > Custom UI Style: Disable Reload VS Code Command Palette > Custom UI Style: Enable Reload VS Code"Corrupt installation" warningThis is expected after enabling Custom UI Style.

If styles conflict, reinstall VS Code to get a clean workbench.html , th…

Context-Aware Retrieval : Retrieval depends on your full context (e.g., conversation history and domain knowledge), and easily incorporates new context.

🧪 Quick Hands-on🔥 Agentic Vectorless RAG ( latest ) — a simple but complete agentic vectorless RAG example with self-hosted PageIndex, using OpenAI Agents SDK.

Agentic Vectorless RAG: An ExampleFor a simple, end-to-end agentic vectorless RAG example using PageIndex with OpenAI Agents SDK, see examples/agentic_vectorless_rag_demo.py .

Please cite this work as:Mingtian Zhang, Yu Tang and PageIndex Team, "PageIndex: Next-Generation Vectorless, Reasoning-based RAG", PageIndex Blog, Sep 2025.

@article { zhang2025pageindex , author = { Mingtian Z…

const agent = await init ( { model : 'anthropic/claude-sonnet-4-6' } ) ; const session = await agent .

KNOWLEDGE_BASE ) ; const agent = await init ( { sandbox , model : 'openrouter/moonshotai/kimi-k2.6' } ) ; const session = await agent .

const agent = await init ( { sandbox : 'local' , model : 'anthropic/claude-opus-4-7' , } ) ; const session = await agent .

const agent = await init ( { model : 'anthropic/claude-sonnet-4-6' , role : 'coder' } ) ; const session = await agent .

import { Bash , InMemoryFs } from 'just-bash' ; const fs = new InMemoryFs ( ) ; const agent = await init ( { sandbox : ( ) => new Bash ( { fs , cwd : '/workspace' , python : true } ) , model : 'anthropic/claude-sonnet…

IntroductionEnglish | 简体中文TARS* is a Multimodal AI Agent stack, currently shipping two projects: Agent TARS and UI-TARS-desktop:Agent TARS UI-TARS-desktop agent-tars-book-hotel.mp4 computer-use-triple-speed.mp4 Agent TARS is a general multimodal AI Agent stack, it brings the power of GUI Agent and Vision into your terminal, computer, browser and product.

[2025-06-25] We released an Agent TARS Beta and Agent TARS CLI - Introducing Agent TARS Beta, a multimodal AI agent that aims to explore a work form that is closer to human-like task completion through rich multimodal capabilities (such as GUI Agent, Vision) and seamless integration with various real-world tools.

We released an Agent TARS B…

DeepSeek TUI is a coding agent that runs in your terminal.

You can also set it ahead of time:deepseek auth set --provider deepseek # saves to ~/.deepseek/config.toml deepseek auth status # shows the active credential source export DEEPSEEK_API_KEY= " YOUR_KEY " # env var alternative; use ~/.zshenv for non-interactive shells deepseek deepseek doctor # verify setupIf deepseek doctor says the rejected key came from DEEPSEEK_API_KEY , remove the stale export from your shell startup file, open a fresh shell, or run deepseek auth set --provider deepseek .

To rotate or remove a saved key: deepseek auth clear --provider deepseek .

Auto ModeUse deepseek --model auto or /model auto when you want Deep…

InsForge gives your coding agent database, auth, storage, compute, hosting, and AI gateway to ship full-stack apps end-to-end.

Configure primitives: Deploy edge functions, run database migrations, create storage buckets, set up auth providers, and configure other backend resources directly.

SetupYou can run InsForge locally using Docker Compose.

Or run from source:# Run with Docker git clone https://github.com/insforge/insforge.git cd insforge cp .env.example .env docker compose -f docker-compose.prod.yml up2.

Manage them with:docker compose -f docker-compose.prod.yml --env-file .env.project1 -p project1 ps # status docker compose -f docker-compose.prod.yml --env-file .env.project1 -p proje…

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I moved my code from GitHub to a self-hosted Forgejo.

In August 2025 GitHub stopped having its own CEO.

On April 24, 2026 GitHub flipped Copilot Free, Pro, and Pro+ user-interaction data to opt-in for AI training by default.

code.jorijn.com runs Forgejo v15 LTS on a single NUC with a KVM-isolated, weekly-rebuilt Actions runner.

The training-data default flippedOn March 25, 2026 GitHub announced a privacy-statement change effective April 24.

Learning Opportunities: A Claude Code and Codex Skill for Deliberate Skill DevelopmentBuild your expertise, not just your projects.

When you complete architectural work (new files, schema changes, refactors), Claude offers optional 10-15 minute learning exercises grounded in evidence-based learning science.

To install:Add the marketplace: /plugin marketplace add https://github.com/DrCatHicks/learning-opportunities.git Install the plugin: /plugin install learning-opportunities@learning-opportunities Restart Claude Code to activateFor more on Claude Code plugins, see the plugin documentation.

Get Repo Orientation Lessons (Optional)If you're learning a new repo you can create an orientation.md…

/ Skills Domain expertise, conventions, and step-by-step methods Claude draws on automatically when relevant — and slash actions you trigger explicitly: /commercial-legal:review , /privacy-legal:dsar-response , /litigation-legal:claim-chart .

The trust layer for community legal skillsThe community is building legal skills fast — registries like LegalOps Consulting's lpm-skills and Lawvable already list dozens.

A /commercial-legal:cold-start-interview with five signed MSAs, your playbook, and your escalation matrix will make the review skills noticeably sharper.

The hub runs /legal-builder-hub:skills-qa against every skill before installing — it scores the skill against the Legal Skill Desig…

If you’ve been interested in FreeCAD but haven’t known where to start, here’s a wonderful video tutorial for FreeCAD 1.1 by [Deltahedra] aimed squarely at how to model a 3D part from scratch while also following best engineering practices for part design.

It focuses on a concise and meaningful workflow that respects your time and doesn’t make assumptions about skill level.

It even starts by taking a few moments to explain how to navigate the interface, a courtesy many will appreciate.

Beyond that, it’s left up to the curious hacker to delve for themselves into what else FreeCAD has to offer.

Our own Arya Voronova has also shared best practices for FreeCAD, so check that out for some added p…

YellowKeyYellowKey Bitlocker Bypass VulnerabilityBeen a while since I saw a bitlocker bypass around, my turn.

This is one of the most insane discoveries I ever found, almost feels like backdoor but what do you know, maybe I'm just insane.

Plug the USB stick in your target windows computer with bitlocker protection turned on.

If you did everything properly, a shell will spawn with unrestricted access to the bitlocker protected volume.

Also for whatever reason, only windows 11 (+Server 2022/2025) are affect, windows 10 is not.

Griffin PowerMate driver for modern MacOSThis small driver enables the Griffin PowerMate, a nifty little device from days gone by.

scroll, click, media keys).

System-wide driver (PowerMate Agent)PowerMateAgent turns the knob and button into keyboard/scroll events that any application receives (browser, editor, etc.

Click (short press) → left mouse button (at cursor), or Return when a menu is focused (chooses the highlighted item).

onRotate = { delta , rate in // delta > 0 = clockwise, delta < 0 = counter-clockwise // rate = deltas per second (nil on first report); use for speed-dependent mapping // e.g.

We particularly emphasize how AI is a social technology, a systematic means of reorganizing social relationships among human beings (Therborn, 1978).

The social relations created by LLMs in turn cut across, and interact with, other social relations, including those shaped by other social technologies.

Next, we explore the relationship between social technologies and coarse-grainings or abstractions, emphasizing their lossiness and consequences for power relations between different social groups.

Rather than expecting AGI to resolve perennial problems of human social organization, we should treat AI as a new social technology which will alleviate some problems, exacerbate others, and create …

I confirm I am 18 years of age or older.

I accept Google’s Terms and Conditions and acknowledge that my information will be used in accordance with Google’s Privacy Policy

Much has been written about “AI psychosis ,” the nonspecific, nonscientific diagnosis given to people who have lost themselves to AI.

It’s that something is happening where my brain has become the AI police because everything feels incredibly uncanny.

My brain shut down and stopped paying attention to the script and started wondering if Rash was using AI just for the intro script?

The site’s administrator has started using AI to analyze player performance and to help him write some of his posts.

To his credit, he explains how he’s using AI and prefaces these posts by noting they are AI-assisted analysis.

Component libraries used at CERN for electronics design using KiCad.

Stochastic Parrots 🦜: Frequently Unasked Questions via Instapaper https://ift.tt/SCvJYiM

How I Moved My Digital Stack to EuropeOn digital sovereignty, and why European cloud is better than you think10 min.

Digital SovereigntyDigital InfrastructureDigital AutonomyEuropean CloudEurope100% accurate European digital infrastructure, AI generatedThere’s a version of this post that starts with a spreadsheet and ends with a quiet sense of satisfaction.

Digital sovereignty sounds like a buzzword until you think carefully about what it means.

Proton Pass is end-to-end encrypted, open source, and benefits from the same Swiss jurisdiction as the rest of Proton’s stack.

For me, it’s a simple remote error log, when something breaks in production I get a stack trace and that’s enough.

A locality domain is a domain name that’s associated with a location in the United States, such as frederick.seattle.wa.us (which currently redirects to fredchan.org).

Step 1: Choose a locality domainRegistration of many locality domains have been delegated to various companies who actually handle the domain registration.

If the locality domain you’re looking for isn’t on the list (i.e.

Step 4: Send the form and waitSend the form to the domain registrar you identified before for your locality domain.

I know someone who used to live in their locality, moved out of the country, and still has their locality domain.

NeedleWe distilled Gemini 3.1 into a 26m parameter "Simple Attention Network" that you can even finetune locally on your Mac/PC.

In production, Needle runs on Cactus at 6000 toks/sec prefill and 1200 decode speed.

Needle is an experimental run for Simple Attention Networks, geared at redefining tiny AI for consumer devies (phones, watches, glasses...).

Please use the UI in the next section to test on your own tools, and finetune accordingly, at the click of a button.

Quickstartgit clone https://github.com/cactus-compute/needle.git cd needle && source ./setup needle playgroundOpens a web UI at http://127.0.0.1:7860 where you can test and finetune on your own tools.

If i had to listen to another minute of my husband talking about Claude Code, I might have actually died.

There’s a strange and under-discussed side effect of the AI boom: what it’s doing to family dynamics.

Often it goes like this: He works in AI, and she does everything and anything else.

Other times, it’s bleaker: He desperately wants to work in AI—or feels he must work in AI—and she wants him to do literally anything else.

I call us the sad wives of AI.

Changelog News!

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

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

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

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

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

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

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

Changelog News!

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

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

Server ErrorOops!

Looks like the server had a hiccup.

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

In the meantime, enjoy some clips!

Changelog News!

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

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

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

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

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

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

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

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

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

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

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

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

Changelog News!

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

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

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

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

Changelog News!

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

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

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

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

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.

Keysign -keysign is used for host‑based authentication and typically runs setuid root, opening the system's SSH host keys before dropping privileges to complete its work.

Also: The third major Linux kernel flaw in two weeks has been found - thanks to AIJust what we needed.

The flaw explainedSecurity researchers at security company Qualys disclosed CVE‑2026‑46333, an information‑disclosure vulnerability in the Linux kernel's ptrace access check.

In addition, with stolen SSH host keys, attackers can impersonate machines in host‑based trust relationships.

This removes a primary avenue for stealing host keys.

Search for treasures on the beach or in your own backyard with this metal detector bundle at Amazon.

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

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

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

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

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

I tried each of these four myself, and my Android Auto ended up a lot faster, more responsive, and more smooth.

Also: I've used Android Auto for years, and these 5 changes solved my biggest issuesWireless Android Auto is more demanding on your phone, too, so you'll use more battery life.

I tried running Android Auto with a random cable from my junk drawer and a high-speed data cable, and the difference was obvious.

Go to Settings > Apps > Android Auto > App battery usage, and make sure "Allow background usage" is on.

It's not a bad idea to do this for apps Android Auto uses often, too, like Google Maps, Spotify, and YouTube Music.

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

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

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

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

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

One big hurdle to harvesting power with this new solar technology is government red tape. Here's where you can and can't take advantage of plug-in solar systems.

You can already find great Memorial Day deals on everything you need to upgrade your outdoor space.

You can get a Samsung Galaxy or a Motorola phone for less than $250 to more than $1,800.

You should buy a Samsung Galaxy phone if…Kyle Kucharski/ZDNETYou want a better ecosystem of devicesIf you already have a Samsung product or want to purchase another device from Samsung, a Galaxy phone would pair better with those products.

Also: Samsung Galaxy Z Fold 7 vs. Pixel 10 Pro Fold vs. Motorola Razr Fold - this model wins for meFor example, you can control your Samsung TV using the SmartThings app on your Galaxy smartphone.

The two brands have collaborated on several Android features, and it has benefited the new generation of Galaxy phones.

This results in more tempting offers for new-generati…

Smart speakers are all the rage, and Bose's newcomer is a worthy competitor to the established Sonos.

This week, Anthropic announced Claude for Small Business, a library of small business-related connectors and skills for Claude Cowork.

Lawyer in a boxI'll tell you more about my testing of Claude for Small Business later in this article.

Here are a few examples:/business-pulse: Cross-functional SMB snapshot using QuickBooks, PayPal, Stripe/Square, HubSpot, and email context.

Cross-functional SMB snapshot using QuickBooks, PayPal, Stripe/Square, HubSpot, and email context.

If an AI contract review flagged cancellation traps and hidden risk in plain English, would that make you more confident negotiating terms?

Bose's premium soundbar debuts with improvements under the hood, but it's reinventing itself in an already crowded field.

Months after sunsetting the SoundTouch lineup, Bose's Lifestyle Ultra proves that it can still make versatile and great-sounding speaker.

For most users, Android Auto is simply an easy way to handle navigation, music, and messages while driving.

Just like your Android phone, Android Auto has its own developer mode that lets you access settings not intended for everyday users.

Also: I've used Android Auto for years, and these 5 changes solved my biggest issuesHere's how to dive in.

Wireless Android AutoIf you only use Android Auto occasionally, you might want to check this one out.

Also: This fundamental Android feature is 'absolutely not' going away, says Google - but it is changingUsually, your Android Auto apps are limited to mainstream options.

Amazon Prime Day 2026 is moving to June. Here's everything we know about the surprise move - including the latest on the confirmed shift, expected dates, how to prep for early deals, and how it compares to previous July sales.

I thought you might like to know some alternate ways to create content, even if you're not on a laptop.

It attaches to the back of your iPhone or Android phone using MagSafe (a magnetic ring is included in the packaging) and pairs via Bluetooth.

I was skeptical about using this device because my brain doesn't normally work by flowing directly to the page.

SpeakOn attaches to the back of your phone using MagSafe.

Foldable and keyboardThe best camera is the one you have with you, and the same goes for the best content creation device.

Founder and CEO RJ Scaringe has a knack for raising money. So far, his three startups have raised more than $12.3 billion.

Compulsive X user Andreessen himself couldn't resist responding, many, many times.

The tech company that maintains the hotel check-in system set its cloud storage to public, allowing anyone to access customers' data without a password.

Lake Tahoe, Silicon Valley's favorite ski spot, is about to get hit with higher energy prices as AI drives demand for electricity.

Newly un-redacted crash reports reveal some of the troubles Tesla has had as it tries to scale its robotaxis.

OpenAI is launching personal finance tools for ChatGPT Pro subscribers in the U.S. first

Prices have nearly doubled in the largest U.S. grid thanks to surging demand from data centers.

People who travelled to Beijing for a summit between the United States and China had to throw away items they received during the trip before boarding Air Force One, presumably for security reasons.

AI video generation startup Runway is betting that video generation is the path to world models. And that being an AI outsider is an advantage, not a liability.

The action camera maker, like so many other companies these days, is looking to defense applications as it evaluates a possible sale.

Meridian Ventures, the venture firm founded by Devon Gethers and Karlton Haney, announced on Friday the raise of a $35 million second fund to back pre-seed and seed-stage companies founded by those who have deferred MBAs.

Osaurus combines local and cloud AI models in a Mac app that keeps users’ memory, files, and tools on their own hardware.

Rapido has driven its growth by enabling ride-hailing for lower-cost and more flexible modes of transport such as motorbikes and autorickshaws.

Here's what the biggest tech court case of the year is all about.

More than 50 employees have reportedly left Elon Musk’s newly merged SpaceXAI since February, raising questions about burnout, leadership changes, talent poaching, and whether liquidity events weakened retention incentives.

Google has confirmed it is testing a 5GB storage limit for some new Gmail accounts, with users able to unlock the standard 15GB by adding a phone number. Android Authority reports: While the company didn't mention which regions are impacted, user reports from yesterday were mostly from African countries. That said, if Google's tests prove successful, this could possibly become the norm for new sign-ups in more regions. The company could be testing ways to discourage users from creating multiple Gmail accounts to access free cloud storage. However, if you already have a Gmail account with 15GB free storage, it shouldn't be impacted by this change. The language on Google's support page mentio…

An anonymous reader quotes a report from Ars Technica: A bill focused on maintaining long-term playable access to online games has passed out of the California Assembly's appropriations committee, setting up a floor vote by the full legislative body. The advancement is a major win for Stop Killing Games' grassroots game preservation movement and comes over the objections of industry lobbyists at the Entertainment Software Association. California's Protect Our Games Act, as currently written, would require digital game publishers who cut off support for an online game to either provide a full refund to players or offer an updated version of the game "that enables its continued use independen…

OpenAI is previewing a feature that lets ChatGPT Pro users connect bank and investment accounts through Plaid, allowing the chatbot to analyze spending, subscriptions, balances, portfolios, debt, and major financial decisions. "More than 200 million people are already going to ChatGPT every month with finance questions -- from budgeting to tips on how to cut back on spending," OpenAI said in its announcement. "Now, users can securely connect their financial accounts with Plaid to get the full view of their financial picture in the context of their personal goals, lifestyle, and priorities that they've shared with ChatGPT, powered by OpenAI's advanced reasoning capabilities." The Verge repor…

ArXiv says it will ban authors for one year if they submit papers containing AI-generated slop, such as hallucinated citations, placeholder text, or chatbot meta-comments left in the manuscript. "If generative AI tools generate inappropriate language, plagiarized content, biased content, errors, mistakes, incorrect references, or misleading content, and that output is included in scientific works, it is the responsibility of the author(s)," said Thomas Dietterich, chair of the computer science section of ArXiv, on X. "We have recently clarified our penalties for this. If a submission contains incontrovertible evidence that the authors did not check the results of LLM generation, this means …

Longtime Slashdot reader sinij shares a report from Car and Driver: A group of Michigan lawmakers has introduced a bill in Congress that would effectively place a permanent ban on Chinese connected vehicles from being sold in the United States. While an executive order signed by Joe Biden in early 2025 already imposed heavy restrictions, the new bill would codify and expand on the ban, as first reported by Autoweek and explained in a release by the House of Representatives Select Committee on China. The bill, titled the Connected Vehicle Security Act, was co-signed by John Moolenaar, a Michigan Republican, and Debbie Dingell, a Michigan Democrat. It joins a companion version of the same Con…

An anonymous reader quotes a report from Electrek: Honda is waving the white flag. The Japanese automaker previewed two new hybrids set to launch by 2028 after taking an over $9 billion hit over its failed EV bet, leading to its biggest loss in company history. Honda admitted it was "unable to deliver products that offer value for money better than that of new EV manufacturers, resulting in a decline in competitiveness," after suddenly announcing plans to cancel three new EVs in the US in March, warning restructuring costs could reach 2.5 trillion yen ($15.7 billion). After posting its first annual loss since it became a publicly traded company in 1957 on Thursday, Honda's CEO Toshihiro Mib…

A new Gallup survey found that 71% of Americans oppose having an AI data center built near them, making the facilities even less popular than nearby nuclear plants, which 53% oppose. The Register reports: When it comes to the reasons for opposing AI campuses, half of all respondents cite the effect on resources, with excess water usage and potential power grid constraints topping the list. Concern about loss of farmland and nature was surprisingly low, with just 7 percent mentioning this, but it is possible the scores are higher in rural areas. Quality-of-life concerns such as increased traffic were put forward by nearly a quarter, while a fifth mentioned higher utility bills. Many were wor…

SpaceX has detailed major Starship V3 upgrades ahead of a launch targeted as early as May 19. The changes are meant to move Starship closer to its core goals: rapid reuse, Starlink deployment, orbital refueling, and eventually Moon and Mars missions. Longtime Slashdot reader schwit1 shares a report from Teslarati: Here is an explicit, broken-down list of the key changes, first starting with the changes to Super Heavy V3: - Grid Fin Redesign: Reduced from four fins to three. Each fin is now 50% larger and stronger, repositioned for better catching and lifting performance. Fins are lowered on the booster to reduce heat exposure during hot staging, with hardware moved inside the fuel tank for …

An anonymous reader quotes a report from Reuters: A lawyer for Elon Musk hammered at the credibility of OpenAI CEO Sam Altman on Thursday, near the end of a trial over whether to hold the ChatGPT maker and its leaders responsible for allegedly transforming the nonprofit into a vehicle to enrich themselves. OpenAI's lawyers fought back, claiming the world's richest person waited too long to claim OpenAI breached its founding agreement to build safe artificial intelligence to benefit humanity, and couldn't claim he was essential to its success. "Mr. Musk may have the Midas touch in some areas, but not in AI," said William Savitt, a lawyer for OpenAI. "To succeed in AI, as it turns out, all Mr…

The UK's Competition and Markets Authority is opening a formal investigation into whether Microsoft's bundling of Windows, Office, Teams, Copilot, and related products harms competition. Engadget reports: "Our aim is to understand how these markets are developing, Microsoft's position within them and to consider what, if any, targeted action may be needed to ensure UK organizations can benefit from choice, innovation and competitive prices," CMA Chief Executive Sarah Cardell said in a statement published by Reuters. She also stressed the importance of the investigation by noting that hundreds of thousands of UK residents use business software and Microsoft products. The organization will ta…

AT&T, Verizon, and T-Mobile have agreed in principle to form a joint venture (JV) aimed at reducing U.S. mobile dead zones through satellite connectivity, especially in rural areas and during emergencies when ground networks fail. Here are three of the customer benefits listed by the JV (as highlighted by Droid Life): Fewer coverage gaps: Will nearly eliminate dead zones in the U.S. currently without mobile service, reaching previously unserved areas.

Reliable connectivity in emergencies: Redundant connectivity will become available when existing ground-based networks are unavailable due to extreme natural disasters or other unusual disruptions.

Improved network performance: Will give custo…

Amazon looked behind in AI in the training era, but is well place in the inference era, thanks to its continued investment in the long-term.

I generated the same task with 33 different agents/models and I’m showing you 130 resulting images. The cost difference between the most expensive and the cheapest option is 410x.

There’s also an original Russian version of this post: mikeozornin.ru/blog/all/llm-and-ui-design

Sometimes colleagues, often non-designers, after announcements of various Claude-Design-type things, ask me what it’s like. How does it design, what is this thing in general. How good a design can you expect, can you take a design system, and how do you bring it to production afterwards. Maybe they want to hear that neural networks will replace not only them, the developers, but designers too — then we’ll go cut tables…

One of the hard parts of moving from school to “the real world” is adjusting

to all the ways that school is artificial. It’s different from the real

world.I’ve been thinking about this because of questions I see young learners

commonly asking. Too often the questions are meaningless in the real world, and

even if you could get answers, the answers would use useless.How long does it take to learn Python? In school, learning is divided

into discrete labelled chunks. A class called “Beginning Python” might last four

months. Everyone in the class will be taught the same things at the same pace.

The objectives are laid out by the teacher, and at the end you will get a

grade.Outside of school, le…

Tim Cook had an extraordinary run — and impeccable timing, both in terms of when he became CEO, and when he is stepping down.

Еще новинки самого лучшего в мире менеджера рецептов

Как вы помните (не помните, конечно), я делаю самый удобный и продвинутый менеджер рецептов — recipe-scaler.ru.

С момента прошлого поста прошла неделя. За это время я в фоне поделал еще пару классных штук. 1. Список покупок

Сейчас можно и список покупок вести в общей приложухе. Синхронизация, оффлайн — все будет работать как привычно. Можно пошарить ссылкой или текстом для месенджера. Можно весь рецепт отправить в покупки.

Ну не кайф ли? Плюс одно приложение внутри приложения. 2. Расширение для Хрома

Телеграм у некоторых не работает, чтобы можно было сохранить рецепт я сделал расширение. Жмакаете, и рецепт отправляет в приложение.

Recipe …

Does Aggregation Theory survive in a world of constrained compute? Yes, insomuch as controlling demand will give power over supply.

I wrote a Sphinx extension to eliminate excessive links:

linklint. It started as a linter to check and modify

.rst files, but it grew into a Sphinx extension that works without changing the

source files.It all started with a topic in the discussion forums: Should

not underline links, which argued that the underlining was distracting from

the text. Of course we did not remove underlines, they are important for

accessibility and for seeing that there are links at all.But I agreed that there were places in the docs that had too many links. In

particular, there are two kinds of link that are excessive:

Links within a section to the same section. These arise naturally when

describing a function …

Рассказываю о новинках самого лучшего в мире менеджера рецептов

Как вы помните (не помните, конечно), я делаю самый удобный и продвинутый менеджер рецептов — recipe-scaler.ru.

С момента прошлого поста прошло два месяца. За это время я в фоне поделал еще немного разных штук. 1. Раздел Discovery

Можно почитать чужие рецепты. Пока рецепты людей, но потом будут еще и коллекции, ищу где можно найти рецептов так, чтобы не нарушить сразу 100 миллионов авторских прав 2. Универсальный импорт

Импорт сильно прокачался. Сейчас можно импортировать что угодно: много рецептов за раз, много ссылок, рецепты из произвольного текста или файла произвольного формата. Можно даже импортировать рецепты из фотограф…

Рассуждаю, что важно учесть при разработке сложного софтверного продукта сейчас, чтобы он остался актуальным через год или два

Мир софта меняется и скоро поменяется совсем. Да, я про ИИ и ЛЛМ в частности. Многие компании не пережили прошлую мобильную революцию (вспомните про нокию). Я размышляю как нам пережить эту. Поэтому, я хочу поразмышлять, что значит «ии-нативные продукты».

Я говорю не про конкретные ии-фичи, не про пресловутого бота, который отвечает мимо и невпопад, а скорее про общее ощущение от продуктов. Я говорю про по сути набор нефункциональных требований, касающихся ИИ, которые могут быть применимы ко всем нашим продуктам. Как сделать продукт, который: будет актуальным в сред…

Apple has survived 50 years by being the only company integrating hardware and software; if the company loses because of AI it will be because the point of integration changes.

Я шарю скилл несколько раз, самое время кинуть в пост

Как делать дизайн с ЛЛМ, чтобы не было дефолтно и ИИшно: Не делать, делать руками

Кидать референсы

Дать скиллов Пост про опцию три. https://impeccable.style

Есть вот такой набор скиллов, в нем разные вещи, чтобы делать дизайн и верстку: Аудит того, что есть и критика

Есть работа с текстом

Есть работа с визуалкой На промостранице есть объяснения, начните с них.

Это не серебрянная пуля, по начать, например, можно с этого. https://developers.openai.com/blog/designing-delightful-frontends-with-gpt-5-4/

Скилл и объяснение от опенаи

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.

Expo VibeExpo Vibe is a web and native Expo app for generating Expo applications through a chat interface.

Screen.Recording.2026-05-01.at.16.53.05.movWhat It DoesChat with an AI coding agent to build or revise an Expo app.

Push the generated app to GitHub from inside the sandbox when GH_TOKEN is configured.

app/api/session/[id]+api.ts - sandbox file browser, text file preview, log reader, and cleanup.

- sandbox file browser, text file preview, log reader, and cleanup.

The modelLocal first.

Sync at will.

Or automatically.

Create, move, filter, close, reopen, and sync issues without tab-switching.

Epiq keeps local interaction instant while allowing you to sync explicitly or automatically.

CLIpico-intl's CLI is the main surface for production localization workflows:npx pico-intl init --base en --targets es,fr npx pico-intl validate --strict npx pico-intl generate --output ./src/generated npx pico-intl extract --src ./src --dry-run npx pico-intl check --src ./src --strict --complete npx pico-intl doctor --src ./src --ci npx pico-intl stats --json npx pico-intl prune --src ./src --dry-runMigration helpers:npx pico-intl import --from i18next --input ./src/locales --output ./locales npx pico-intl import --from react-intl --input ./translations --output ./locales --report npx pico-intl export --to react-intl --output ./translationsImport/export commands are helpers for plain JSON-…

wolfSPDMwolfSPDM is a lightweight C library implementing SPDM 1.2 / 1.3 / 1.4 and Secured Messages over MCTP (DSP0277) using wolfSSL as the crypto backend.

It is a standalone, requester-only stack designed for embedded use, tested end-to-end against the DMTF spdm-emu emulator.

#include byte spdmBuf [ WOLFSPDM_CTX_STATIC_SIZE ]; WOLFSPDM_CTX * ctx = ( WOLFSPDM_CTX * ) spdmBuf ; wolfSPDM_InitStatic ( ctx , sizeof ( spdmBuf )); /* ... use ctx ... */ wolfSPDM_Free ( ctx );Dynamic ( --enable-dynamic-mem ): context is heap-allocated via wolfSPDM_New() .

Relationship to wolfTPM's SPDMwolfTPM ships its own SPDM implementation in src/spdm/ for hardware-backed responders (Nuvoton NPCT75x, NSING NS35…

ShaderKit - Browser-Based GLSL Shader EditorWelcome to ShaderKit, the most powerful browser-based GLSL shader editor with cloud rendering capabilities.

Key Features Cloud Rendering up to 8K - Render your shaders at resolutions up to 8192×4320 (8K) using our cloud rendering infrastructure.

- Render your shaders at resolutions up to 8192×4320 (8K) using our cloud rendering infrastructure.

Video Export - Export high-quality videos in WebM (VP9) or MP4 (H.264) formats at up to 60fps.

Render - Export high-resolution videos and images using cloud rendering.

SEED-PROMPT-SYSTEM-BUILDER ========================== A single seed prompt that guides an AI agent through building a customisable knowledge-base system from scratch.

Do not install this into a folder that already contains documents, notes, drafts, source files, archives, or anything else you care about.

The prompt is designed to create and manage an entire system of files.

Let the agent create the project.

Specifically, it tells the agent to create a sibling site folder containing a `build.py` script.

×Infrastructure should not be priced per employeeStripe does not charge by headcount.

Twilio does not charge by department.

Signing workflows should not punish every new teammate either.

My team and I have been building a VR headset + MR glasses platform for the past few years, and one of the biggest challenges has been tracking.A few months ago we started developing a modular tracking stack called Shinra Meisin, focused on:- Low-latency edge processing

- Privacy-first architecture

- Modularity and hardware flexibility

- XR-focused tracking pipelinesThe system currently includes:- Eye tracking

- Mouth tracking

- SLAM

- Inside-out full body tracking

- Experimental BCI integrationToday we’re showing our current eye tracking progress and plan on showing off SLAM within the next two(ish) days.Real time landmark accuracy is 80-85% and gaze is 1.0-2.0° (Which will increase expone…

Article URL: https://aidesigntaste.com/chrome-extension

Comments URL: https://news.ycombinator.com/item?id=48154057

Points: 6

# Comments: 1

Claude64A Claude chat client for the Commodore 64.

Type a message on the C64, get a streaming response from Claude — over a real (emulated) RS-232 serial connection.

C64 (VICE) proxy (Python) Anthropic API ────────────── ────────────── ───────────── claude64.prg ←─ IP232 ─→ claude_proxy.py ←─ HTTPS ─→ claude-haiku Swiftlink drv TCP 127.0.0.1:25232The C64 side is a ~200-byte-per-turn chat UI written in C and compiled with cc65.

The proxy handles IP232 framing, conversation history, and streaming the Anthropic Messages API back to the C64 one character at a time.

RequirementsTool Purpose cc65 ( cl65 ) Cross-compiler for the C64 VICE ( x64sc ) C64 emulator Python 3.9+ Proxy server Anthropic AP…

AboutHow Many People Live Inside?

is a free map tool: draw any area on Earth and get a WorldPop-based population estimate for that shape.

Use it for neighborhoods, cities, multiple countries, or odd-shaped regions.

Results are statistical estimates, not official census counts.

A live dashboard shows every agent action as it happens.

See which agent is working, what it's doing, and how long it's taking.

Catch problems the moment they appear — not hours later when someone notices something went wrong.

Live feed of every agent action as it happensFull history of every past run, searchable and filterableProblems are flagged immediately with context

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

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Hey everyone, I'm Marios, 24 from Greece with 1.5yoe in Fullstack. As title suggests, I'm looking to form a small team of 2-3 people, in the early stages of their careers, ideally people who look to break into the field and have little to no work experience, but understand fundamentals and are ready to jump from theory and tutorials into building software. The goal is to make an app that will interest hiring managers more than x-clones and tutorial apps, while still learning to work in a team and putting our skills to the test. - My local time is GMT+03:00, so I'd prefer to work with people around the same timezone (Europe), but this is not a hard requirement of course. - I also have a full…

So I made this thing called The Living Image. There's only one public image on the whole site, and anyone visiting can submit an idea for how it should change next. Things like "more haunted," "made of glass," "slightly more corporate." Each round the winning idea actually transforms the image, and that becomes the new canonical version. Then it starts over from there. No accounts, no uploads, no feed. Just one image the internet is collectively pushing somewhere weird. Built on Codex App Server using the image gen skill, running off my own Codex account. Go burn my tokens Would genuinely love feedback, ideas, or chaos. submitted by /u/crentisthecrentist [link] [comments]

Settle Asia ranks SE Asia destinations every week across cost, air quality, visas, safety, healthcare, internet and nomad infrastructure. For people seriously considering long-term relocation or retirement. submitted by /u/RaspberrySea9 [link] [comments]

Genuine question. I’ve got voice memos I never replay, Telegram notes to myself, GitHub issues, random Notion docs - and two weeks later I open them and have no clue what I meant. What works for you? submitted by /u/Alarmed_Programmer29 [link] [comments]

Hey guys. I've spent the last month building a modular, NFC-integrated signage and redirection platform called SparkStation. It lets you link physical hardware assets to dynamic web routing. I just got the web app live on Supabase, the Stripe checkout armed, and my print times down to under 10 minutes per token on a single 3D printer in my workshop. I'm putting out a $48 physical starter bundle to test the fulfillment pipeline. Full disclosure, my partner just sent me screenshots of the mobile site and the CSS is a total wreck right now, but the desktop view is solid. Would love to know what you guys think of the concept! Full disclosure on the build stack: I'm a solo maker, so I used AI to…

I have a problem a lot of you probably share: a mental shelf full of stuff I want to learn — a language, an code, a skill and I never touch most of it. The ones I do start, I quit like reading half a book.. So I built OffShelf. You add the things you want to learn to a shelf. Instead of you deciding what to study, an AI picks one for you and sits with you for a focused hour, half hour or whatever time you want, topics you've been ignoring get surfaced before they go cold. Appstore: https://apps.apple.com/ph/app/offshelf-learn-focus/id6767906574 Playstore: https://play.google.com/store/apps/details?id=com.offshelf.offshelf submitted by /u/AhmadSaad48 [link] [comments]

For some interesting reason i couldn't add images but that's fine. 2 months ago i saw a post about a teleprompter but it was for MacOS devices only. You know these teleprompters that stick under the camera so you can read off them without looking away? i couldn't find any at the time for windows specifically so i decided to build one. Now guess wha? i reached v1.8.1 and after a hellish amount of resubmissions my app is now on the Microsoft store. Thing is now i need to build a community and not only that, i need testers. So imagine this, you are in a zoom meeting, explaining to the host something. then your friend sends you a private dm in the meeting so you look down but the host will noti…

Click and build tiny worlds Discussion | Link

OpenSource alternative to ServiceNow that runs on ClaudeCode Discussion | Link

Describe a trade and Mobius builds, backtests, and runs it Discussion | Link

Cursor for Product Managers Discussion | Link

A bridge connecting AI agents to the live web Discussion | Link

Agentic Browser with Claude Code UX Discussion | Link

Track flows, Telegram pings, and global traffic in realtime Discussion | Link

AI agent that handles repeated tasks through reusable skills Discussion | Link

A drag and drop Motion Design tool to swap creatives quickly Discussion | Link

A digital workspace for creative collaboration Discussion | Link

Connect any app. Take action anywhere. Discussion | Link

Auto-redact sensitive info from Mac screenshots Discussion | Link

AI turns scene descriptions into vocal performances Discussion | Link

Stop confusing your Claude Code sessions & terminal windows Discussion | Link

AI Product Operator for AI-native teams Discussion | Link

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

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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London-based Lansdowne Partners has launched a venture capital fund to support high-potential UK companies emerging from the country’s leading university research base and startup ecosystem.

The fund is anchored by British Business Bank, Aviva Investors, and Lloyds Banking Group, with additional backing from Lansdowne Investors and internal partners’ capital.

It also noted that several scale-ups in which Lansdowne Partners was a key early investor have now reached unicorn status.

Lansdowne Partners stated that the fund aims to bridge the gap between early-stage innovation and global commercial success.

To accomplish this, Lansdowne Partners will collaborate closely with founders to develop …

They’re proof that European founders can build globally relevant technology companies, even if the surrounding ecosystem hasn’t always made it easy.

The instinct for many European founders is still to seek validation from Silicon Valley.

European founders should focus their energy there: documenting their journey, building in public selectively, and creating a narrative of European technological sovereignty that resonates domestically.

In the last year or two, I’m seeing more and more European founders state wildly ambitious goals without qualifying them with a disclaimer.

Europe’s Sputnik momentThe realignment happening right now is creating a window for European tech that may not stay ope…

Elephant Company (Elephant), a Berlin-based startup aiming to unlock the potential of blue-collar workers with AI-powered training, has closed a funding round of over €5 million to grow its team and scale its platform.

The round was led by EnBW New Ventures and Wepa, with participation from business angels from Flix, home24 SE, SB21, Ventic Ventures and topi.

Founded in 2022, Elephant is an AI-powered training platform designed for the frontline teams, streamlining knowledge transfer and communication directly in the field.

Elephant seeks to close this divide by connecting frontline teams and decision-makers, enabling them to collaborate more effectively and work toward common objectives.

I…

We exist to solve it.”Multiverse’s funding sits within a broader 2026 pattern of capital flowing into European learning, workforce enablement and AI adoption tools.

They’ve already partnered with over 1,500 global organisations to transform their workforce through tech skills.

Today’s funding lands amid accelerating company growth driven by UK enterprise adoption, and strategic acquisitions.

With growing momentum across Europe, Multiverse puts the focus on AI adoption, enabling employers to upskill their workforces and translate technology investment into tangible outcomes.

Multiverse then equips workers at every level with the AI, data and digital skills to translate technology investment …

Fresh People, a Valencia-based technology company specialised in leadership and team management, has closed a €2.6 million round to accelerate the launch of Booster, a new AI-powered leadership system and prepare its international expansion.

Founded in 2020, Fresh People states that it combines AI and leadership to scale business growth from a people-centric approach.

It points out that its flexible technology is designed to address multiple business challenges, including leadership development, performance management, team effectiveness, and cultural transformation.

Booster, the company’s new AI-driven leadership system, aims to serve as a strategic copilot for managers every day.

With thi…

PANTA, a London-based SaaS FinTech startup aiming to transform how financial indices are built and managed, has raised €3.4 million (£3 million) in a fresh funding round led by Fuel Ventures.

The round includes €1.7 million (£1.5 million) from the UK venture capital fund and €1.7 million (£1.5 million) provided as an Innovate UK Innovation Loan.

Tobias Sproehnle, CEO and co-founder of PANTA, said, “Producers and users of indices have been limited for too long by outdated systems.

PANTA claims to replace legacy operations with a modern, end-to-end system that automates index design, calculation and delivery.

A larger Series A funding round is also on the cards for early 2027.

The day of massive, fault-tolerant quantum computers running arbitrary workloads is still years away.

Quantum computers use qubits, which exist simultaneously in a state of both 0 and 1, a strange property called superposition.

Superposition, along with the quantum mechanical phenomena of entanglement and interference, gives quantum computers their extraordinary computational power.

These elements will intersect with today’s cloud environments, heterogeneous compute, regulated data requirements, and long-lived security needs.

The near-term win is probably the other way around: using AI to improve quantum systems themselves.

Resurrect Bio, a London-based agricultural BioTech startup developing disease-resistant crops, has closed its oversubscribed Series A funding round at €8.8 million ($10.3 million).

In February 2026, the company made an initial close of over €6.8 million ($8 million) in its Series A round.

Dr Cian Duggan, CEO of Resurrect Bio.

Resurrect Bio provides the seed industry with a sustainable alternative to chemical crop protection by resurrecting complex resistance mechanisms.

In March 2026, the company announced its partnership with Corteva Agriscience to develop disease resistance in corn.

Join us for a conversation with Pieterjan Bouten, Founding and Managing Partner at Entourage, as he reflects on his journey from co-founding In the Pocket and scaling Showpad to $100 million ARR, to now building and funding the next generation of B2B SaaS companies through Entourage Studio and Entourage Capital.

The rationale behind combining a venture studio and VC fund at Entourage, and how the two models complement each other.

Where Entourage fits into today’s European VC ecosystem, amid sector-specific funds and cautious capital deployment.

The role of communities like Wintercircus in fostering collaboration, knowledge-sharing, and ambition among the next generation of founders.

The tru…

The company removes the separation between development and production environments, a long-standing flaw in cloud architecture that causes deployment failures for developers and AI coding agents alike.

Zerops claims to create a unified environment where applications behave identically from development through to production, enabling reliable deployments from the start.

Aleš Rechtorík, co-founder and CEO of Zerops, said, “Most platforms ask you to trust that development and production are close enough.

That’s the same guarantee we now give AI coding agents, and it’s why the code they produce is production-ready from the first deployment.

Zerops aims to become one of the primary cloud platfor…

And perhaps that is Malta’s real differentiator vis-à-vis other nomad destinations: it offers a credible pathway from remote work to long-term opportunity.

The Nomad Residence Permit grants eligible non-EU nationals a one-year residence permit:Renewable up to three timesAllows a stay of up to four yearsImmediate family members may also be included, subject to due diligence.

A stay in Malta that starts with the Nomad Residence Permit may well become your next strategic base in Europe.

Learn more and apply for Malta’s Nomad Residence Permit at nomad.residencymalta.gov.mt.

For details about the Malta Startup Residence Programme click herehttps://startup.residencymalta.gov.mt/

Stockholm-based EnergyTech company Elvy has closed a €5.9 million ($7 million) round to accelerate growth and establish Elvy’s subscription model as the market standard for homeowners across Europe.

Last December, the company secured €500 million from Scayl, a Swedish debt-funding platform.

Elvy notes that this credit facility is already in place, with funds earmarked for hardware deployment at scale.

Elvy has already built the technology needed for a stable Swedish energy system and low electricity costs for households.

With an Elvy subscription, you don’t need to worry about whether there’s no wind in Germany when you want to cook or do laundry.

DDD Invoices, a Ljubljana-based company building API-driven infrastructure for global e-invoicing compliance, has closed a €1.31 million Seed round supported by Fil Rouge Capital, 500 Global, and experienced operators from the ERP and e‑invoicing ecosystem.

We’re building the infrastructure to take that off their plate,” said Denis Vehovec Pondelak, CEO and co-founder of DDD Invoices.

DDD Invoices claims to abstract this complexity through a unified API for issuing, receiving, and archiving tax‑compliant e‑invoices, offering an “all‑encompassing” solution for modern scaling.

For companies using platforms such as Stripe, Bitrix, Shopify, and Chargebee, DDD Invoices states that it offers nati…

The 2026 edition of the EU-Startups Summit 2026 has officially come to a close.

Now, we’re excited to share the official event footage and photo galleries so you can relive your favourite moments from the Summit.

And after an incredibly competitive final, the winner of the EU-Startups Summit 2026 Pitch Competition was AlterEcho.

We can’t wait to welcome you back for the 2027 edition of the EU-Startups Summit – still in Malta!.

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.

This week, we tracked more than 65 tech funding deals worth over €1.4 billion and over 5 exits, M&A transactions, rumours, and related news stories across Europe.

If email is more your thing, you can always subscribe to our newsletter and receive a more robust version of this round-up delivered to your inbox.

Either way, let's get you up to speed.

💸 Notable and big funding rounds🇬🇧 Nscale secures $790M financing to underscore commitment to Norway data centre🇬🇧 Recursive Superintelligence emerges from stealth with $650M raise🇩🇪 N8N's valuation doubles to $5.2B following SAP strategic investment🫱🏽‍🫲🏻 Noteworthy acquisitions and mergers🇹🇷 Glocalzone acquired by MovitOn to expand decentralised …

Today YEP Accelerator announced that it is opening a new office in California and launching an international track for growth-stage Ukrainian startups looking to enter the US market.

The new track is designed for Ukrainian startups that already have a live product, paying customers, and ambitions to scale in the US.

Unlike traditional accelerator programs, this program focuses on hands-on market-entry preparation rather than theory.

The European startup ecosystem has increasingly focused on building stronger international support networks for founders expanding abroad.

The program is open to startups that:Have a product on the market and paying customers.

That is the gap Bounce Watch aims to address.

Founded in 2023 by Cem Otkun (CEO) and Sedat Yusuf Ergunes (CTO), Bounce Watch is a signal-based AI platform for private market intelligence.

In practice, Bounce Watch focuses on identifying real-time company signals and translating them into prioritised actions.

Bounce Watch operates continuously in the background, monitoring activity, surfacing signals, and generating tasks and action boards automatically.

Since its founding, Bounce Watch has evolved from a single product into a three-product ecosystem consisting of its core platform, Signal Tracker, and an API module.

Euan Blair’s Multiverse has raised £70m in fresh funding, as it looks to expand across Europe and take a chunk of the enterprise AI training market.

The funding round in the edtech, which originally specialised in digital apprenticeships at tech firms, was led by new investor Schroders Capital.

It raised the funding at a $2.1bn valuation, a $400m increase on its last funding round in 2022.

Multiverse, founded by Blair, the son of former UK prime minister Tony Blair in 2016, has raised around $570m in total.

The edtech has moved into the German market following its acquisition of Berlin-based data and AI training company StackFuel in January this year.

In 2019, the Portugal-based startup Anybrain filed a patent application claiming its AI could detect game cheating solely from player inputs such as keyboards, controllers, and joysticks.

Anybrain is a platform designed to protect gamers from toxic behaviours such as fraud, hacking, and cheating in multiplayer games and esports events.

It’s an ongoing battle, and increasingly, companies see anti-cheat as a strategic priority.”How Anybrain’s tech worksAnybrain’s anti-cheat analysis is based on player behaviour analysis.

As AI cheats evolve, anti-cheat systems must adaptAccording to Ribeiro, cheating has already increased significantly, and AI will make it even easier to develop hacks.

It's a…

Nsave , a UK-founded offshore banking platform built for people from distressed economies, today announced the launch of financial services for Syrians in two phases: inbound transfers into Syria and international accounts for residents inside Syria.

For the first time, Syrians will have access to a stable foreign currency account, providing a hedge against local economic instability.

For millions of Syrians, access to basic financial services has been out of reach for generations.

Baroudi started the company after experiencing firsthand the challenges Syrians face in accessing reliable financial services.

They deserve modern, safe and affordable financial services, and today we start deliv…

Frontier AI lab for defence and security Twin Prime has raised have $10 million in pre-seed funding led by Expeditions, with additional investment from American and European VCs, Theon, family offices, and angels from within Palantir, Anduril, Quorum, and more.

Twin Prime is developing AI models that natively reason on data from a large number of sensor modalities in the physical world, notably across the national security landscape, compressing the perception-to-decision layer to enable smart, real-time action against threats.

Mikolaj Firlej, Co-founder and GP of Expeditions, said:“Current AI models are not specialised enough to capture the complexity of modern war and wider security chall…

Founded in 2005 as a research-driven green computing venture, Iceotope has evolved into a specialist in precision liquid cooling for AI infrastructure, high-performance computing (HPC), and edge deployments.

The company’s chassis-based liquid cooling approach is designed to replace traditional air cooling with liquid-based thermal management across infrastructure components, helping high-performance systems operate more efficiently while reducing energy consumption and water usage.

Iceotope said its solutions are designed for both core data centre environments and enterprise and edge deployments where cooling constraints can be particularly demanding.

The company currently holds more than 2…

Alongside the funding round, Ouinex introduced Ouinex Launchpad, a token sale platform designed to give users access to early-stage token launches based on platform engagement and loyalty metrics.

Ouinex is a trading platform combining crypto and traditional financial markets within a single environment.

The platform offers access to spot crypto, crypto perpetuals, forex, indices, stocks, and commodities derivatives through one account, using crypto assets as collateral.

The company said more than 10,000 retail and professional traders have participated in its funding rounds since launch.

The new funding will be used to support regulatory expansion, product development, and the rollout of a…

Most people think of additive manufacturing — better known as 3D printing — as small plastic prototypes or desktop machines producing objects you can hold in your hand.

According to Francesco De Stefano, additive manufacturing largely accepted the physical “box” of the printer as a limitation until around 2015.

Between 2015 and 2017, they worked on integrating the two technologies to bring additive manufacturing into large-scale industrial production.

Building a transatlantic manufacturing footprintThe company is currently the only large-format additive manufacturing player operating manufacturing facilities in both Europe and the US.

Its long-term ambition is not just autonomous machines, …

When VivaTech first opened its doors in 2016, it gathered 45,000 visitors.

The Energy Transition Gets RealThe climate debate at VivaTech 2026 moves past ambition and into execution.

To answer these questions, VivaTech is bringing together some of the sector's most consequential voices.

On the floor, startups like Nyobolt (ultra-fast charging), Bienesis (climate-resilient agriculture), and Tenaka (ocean regeneration, world exclusive) will demonstrate that the energy transition isn't a future story.

Join VivaTech from June 17 to 20 at Paris Porte de Versailles.

A London-founded payments fintech backed by US investment giant Bank of America has been acquired by Australia’s top business lender, the lender has announced.

The fintech has been acquired by National Australia Bank (NAB) for an undisclosed sum, with Banked boss Brad Goodall saying the deal will allow its tech to reach more people.

NAB is an existing customer of Banked, which has offices in London, Palo Alto and Vilnius, and has also invested in Banked via its venture arm.

Sources told Tech.eu that Banked would now be exiting the UK and US market and focus on Australia.

Sources said the deal failed due to issues arising out of the due diligence process carried out by Banked.

In 2025, European energy tech companies raised €7.5 billion, with funding concentrated in large infrastructure-focused rounds spanning EV charging, battery storage, grid flexibility, home energy systems, and sustainable fuels.

Debt financing played a major role, particularly among companies scaling capital-intensive assets such as charging networks and storage systems.

The largest deals show investor focus on deployment-ready infrastructure, with EV charging companies IONITY, Electra, and Believ ranking highly, while battery and grid storage companies, including Green Flexibility, Zenobē, Lion Storage, Return, and Energy Vault, also attracted significant capital.

Overall, 2025 points to a E…

Zerops, a Platform-as-a-Service startup redesigning cloud architecture, has raised a $2 million seed round led by Gi21 Capital.

Zerops removes the separation between development and production environments, a long-standing flaw in cloud architecture that causes deployment failures for developers and AI coding agents alike.

It creates a unified environment where applications behave identically from development through to production, enabling reliable deployments from the start.

We removed the gap entirely by rethinking how cloud architecture should work from the ground up.

The new funding will be used to expand Zerops’ global infrastructure in the US and Asia, accelerate product development,…

DDD Invoices, a Ljubljana-based company building API-driven infrastructure for global e-invoicing compliance, has raised a €1.31 million seed round backed by Fil Rouge Capital, 500 Global, and experienced operators from the ERP and e-invoicing ecosystem.

DDD Invoices is building an API-first infrastructure designed to simplify this process.

For unstructured files such as PDFs, DDD Invoices also applies AI-based document processing to extract and structure invoice data automatically.

Denis Vehovec Pondelak, CEO and co-founder of DDD Invoices, said modern software companies are increasingly challenged by local compliance complexity as they scale across markets.

With the new funding, DDD Invoi…

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

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

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

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

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

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

Europe's startup market hasn't produced meaningful numbers but there is reason to believe the data will start to change.

Apple is adding renewable power to offset customer charging and support its operations, including third-party manufacturing in China.

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.