UPDATE Oct 10thOn 24 August 2026 X Corp. sent cease and desist letters demanding a permanent takedown of Nitter instances and the project's repository.

On 8 September 2026, they sent another, with the same demands and legal threats.

My September 7th update said the project would continue with legal representation in place.

I'm seeking funding and legal help to fight for the future of Nitter.

If you're a lawyer, an organization, or anyone who can help, please get in touch.

The most effective way to nerd snipe a roboticist is to present them with a controversial definition of a “robot”.

So of course, my esteemed colleague Tina decided to lob a grenade at me by asserting that a dishwasher is a robot.

They fall short of the technical definition Tina used.

Outside of sci fi, “robot” used to just mean robotic arms used in assembly lines.

A decade later, industrial robotic arms were allowed back in because power- and force-limited cobots and advanced vision systems attached to robot arms opened up novel new applications and capabilities that people had only just started to contemplate being automatable.

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Specifications These are the specifications which make up modern IRC, and the extensions that the IRCv3 WG have defined.

View Working Group The IRCv3 Working Group is chartered to prototype, develop and test changes to the IRC client protocol.

View FAQs These are questions about IRC and the IRCv3 Working Group that we get asked regularly, and our answers.

After that, our specifications page contains the extensions the IRCv3 Working Group has developed.

All of the IRCv3 extensions are backwards-compatible with older IRC clients, and older IRC servers.

I wish her the best and that the detoxing process goes well.

Either way, I wish him the best in the Offline.

Either way, I wish him the best unplugging from the machine.

But being able to observe the Offline from the Online might ruin the magic and mystery hidden there.

Anyways, should you leave us and follow those who have gone ahead, I wish you the best in the Offline.

Yandex CloudYou have JavaScript disabledTo use the site, you must enable JavaScript in the browser settings and reload the page.

This release is part of that story: one more step forward, and a small moment to appreciate how far we’ve come.

At this point, many of our applications are updated to Material Design 3 Expressive!

Instead, the WebUSB tools are an additional option for users who want a more streamlined flashing experience.

Availability and compatibility will vary by device, browser, operating system, and USB connection, so please read the tool’s guidance carefully before proceeding.

If you think you can help translate LineageOS to a different language, jump over to our wiki and have a go!

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Your AI agents,in a stand-up call.

Agent Standup turns your Claude Code session into a live team meeting: the lead gives orders, sub-agents join, share their screen and report back.

It works wherever you run Claude Code.

Agents share their screen: real commands, real output.

You need to have used Claude Code on this machine at least once.

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During the last 3 months, I spent some of my time and tokens decompiling a popular first-person shooter.

Obviously, the overall goal was to learn how to effectively orchestrate autonomous AI agents over the course of months.

Claude agents were running in Claude Code CLI, Codex agents in Codex CLI.

When agents work autonomously, it can go unnoticed and undermine the quality of their work.

As AI agents take on more software development work, orchestrating them becomes a new, much more demanding task for humans.

Click on a non-European solution below to find European alternatives to it.

The rules take effect November 12, giving users just over a month to get any lingering insults out of their systems.

"The policy update is meant to apply only in extreme cases, where users repeatedly act cruelly toward our models, with no discernible purpose," Anthropic said.

Anthropic gave Claude the ability to end certain conversations back in August 2025 as part of its research into what it calls "model welfare."

The feature lets some versions of Claude cut off users who persistently subject the models to abuse.

The company has also launched a new cybersecurity initiative aimed at helping critical infrastructure operators and open source projects find and fix vulnerabilities using its AI…

What the statement doesn’t say is what role generative AI played in the video’s creation; whether it was fully synthetic, or if it was used to edit something that was once a real image.

You can still see it in news coverage of the competition and it looks otherworldly, but, to me, that’s the case for authentic microscopy videos, too.

Someone looking to enter a doctored or generated video into a competition would be able to bypass those relatively easily.

In light of the incident, Nikon has changed the rankings of the Small World In Motion competition, which awards a prize of $3000 for first place.

That spot has been awarded to the former second place winner, Nguyen Nam Nhat, who submitted a…

Read the article.

Skip the wall.

Paste a link.

No paywall, no signup.

Hop over No https:// needed.

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First, how big is a brand new empty Git directory ( .git )?

$ git init Initialized empty Git repository in /home/dave/tmp/foo/.git/ $ du -sb .git 64828 .gitAbout 64 Kb.

$ git commit -m 'initial commit'Let’s see how big .git is now:$du -sb .git 112468 .gitThe commit has added about 47 Kb to the initial blank repo.

):$ dc -e '112468 64828 - p' 47640Now I’ll make one tiny change to one file and commit it:$ echo bar > 1/1 $ git commit -am 'changed 1/1' $ du -sb .git 129613 $ dc -e '129613 112468 - p' 17145So that’s 17 Kb to store about 3 bytes of changes to my repo.

76…​ is the actual contents of file 1/1 (which is now the string 'baz')92…​ is another tree for the root directory of the repo

Abstract: Developers often prefer flexibility over upfront schema design, making semi-structured data formats such as JSON increasingly popular. Large amounts of JSON data are therefore stored and analyzed by

relational database systems. In existing systems, however, JSON’s lack of a fixed schema results in slow analytics. In this paper, we present JSON tiles, which, without losing the flexibility of JSON, enables relational systems to perform analytics on JSON data at native speed. JSON tiles automatically detects the most important keys and

extracts them transparently – often achieving scan performance similar to columnar storage. At the same time, JSON tiles is capable of handling hetero…

This release is part of that story: one more step forward, and a small moment to appreciate how far we’ve come.

At this point, many of our applications are updated to Material Design 3 Expressive!

Instead, the WebUSB tools are an additional option for users who want a more streamlined flashing experience.

Availability and compatibility will vary by device, browser, operating system, and USB connection, so please read the tool’s guidance carefully before proceeding.

If you think you can help translate LineageOS to a different language, jump over to our wiki and have a go!

# Logfire Data ModelOpenTelemetry data (the data that Logfire ingests) is semi-structured data.

# How we started: fast JSON parsing Pydantic started as a library to validate and parse JSON data efficiently.

When we built Logfire, we initially stored all attributes as JSON blobs in a single column and relied on Jiter (one of the fastest JSON parsers out there in any language) to rip through the JSON data as quickly as possible.

This is the layout detailed above ( attributes: Utf8View (JSON) ).

We want to keep the logical layout of attributes as a single JSON column from your perspective, while optimizing the physical layout under the hood.

Consistency is not a localized propertyIt is a common pattern for developers to assume that consistency is something they can achieve inside a single component.

(Narkhede and Wang 2017)If the component cannot promise the property, the promise has to live somewhere else.

Two practical consequences:Someone has to understand the system end to end.

A global property needs a person who is liable for the whole thing, with some guarantee that it makes sense.

The lesson: do not hand global, valuable properties to machines and assume they are held.

int32 ) for i , x in enumerate ( xs ): lo = 0 hi = len ( a ) while lo < hi : mid = ( lo + hi ) // 2 if a [ mid ] < x : lo = mid + 1 else : hi = mid res [ i ] = lo return resRunning time per query grows logarithmically as the input size grows (note the logarithmic scale of x-axis).

intp ) # Invariant: the insertion index lies in [base, base + length] while length > 1 : half = length >> 1 mid = base + half base = np .

where ( keys > arr [ mid ], mid , base ) length -= half # Final step: result is either base and base + 1 base = np .

where ( keys > arr [ base ], base + 1 , base ) return baseOnly a single array base is needed to store the per-query state, while length is shared across all queri…

With token-superposition training and hash embeddings, byte Transformers consistently outperform subword Transformers as model size scales.

1 IntroductionTokenizer-free language models, or byte language models, aim to remove externally imposed tokenizers by modeling text directly as byte sequences (Xue et al., 2022; YU et al., 2023; Slagle, 2024; Tsiamas et al., 2025; Shah et al., 2026) .

First, byte sequences are longer than subword sequences.

Recent works (BLT Pagnoni et al., 2025 , H-Net Hwang et al., 2026 , ByteFlow Deng et al., 2026 ) develop new network architectures with built-in tokenization mechanisms.

2) Byte models remain effective as training data continues to scale.

The MF10, introduced by National Semiconductor in 1981, provides two flexible filters on a chip; each filter acts as a low-pass filter, band-pass filter, or a high-pass filter.

On-chip capacitors are fairly inaccurate, with the capacitance typically varying by 20% from chip to chip due to variations in manufacturing conditions.

The filter chip uses op-amps as integrators, to integrate an input voltage over time.

The op-amp transistors are much larger than the CMOS switch transistors (very bottom, center).

The PMOS transistors are larger because PMOS transistors are slightly less efficient than NMOS transistors.

The prototype combined a general-purpose 2D rigid body with a deliberately simple model of a car.

At the core of the system is a simple classical 2D rigid body dynamics simulation.

On top of that core, I then added a "novel" vehicle simulation layer, based on a simple, approximate, and technically incorrect model of how tyres behave.

This is a simple barrier solver, with frictionless edges, rather than a general collision system.

Putting the pieces togetherThe Vehicle coordinator asks the selected dynamics object to apply its forces, then advances the rigid body.

Kiesel Devlog #15: Release 0.4.0This week I completed the update to Zig 0.17 and released Kiesel 0.4.0!

length === 0 ) { const contents = Kiesel .

print ( contents , { newline : false } ) ; } else { for ( const file of files ) { const contents = Kiesel .

The initial Iterator Helpers proposal shipped in 2024, followed by Iterator Sequencing in 2025, and Joint Iteration, Iterator Join, Iterator Includes, and Iterator Chunking all this year.

I've now fixed those gaps (#220, #221, #222):Polymorphic property access (up to 4 before becoming megamorphic)Computed property accessPrototype lookupsThe output is rather cryptic, but you can see them in the emitted bytecode:$ kiesel --print-bytecode -c '…

Bloomberg:

A look at Beijing-based Neolix, which operates the world's largest robovan fleet at 27K, as Shenzhen tests nighttime parcel deliveries by driverless vehicles — Autonomous vehicle companies believe there's a huge market opportunity in delivering after dark, if the technical challenges can be overcome.

Meir Orbach / CTech:

Rein Security, which develops runtime tools to secure enterprise AI agents and stop adversarial AI agents, raised a $25M Series A, taking total funding to $35M — The Israeli startup says its revenue has grown eightfold since January and its platform is now securing thousands of agents that execute millions of actions.

Maria Deutscher / SiliconANGLE:

Multiply Labs, which develops robotic systems to automate pharmaceutical manufacturing processes, raised a $75M Series B led by Patrick Soon-Shiong's NantWorks — Multiply Labs Inc., a startup that develops automation equipment for drugmakers, has raised $75 million in funding.

Achint Srivastava / Command Line:

Microsoft unveils Microsoft-Decision-1, a fast decision-scoring model trained on Qwen3.5-9B, and says it will soon rebase it on MAI, OpenAI, and other models — Decision models are quickly emerging as an important new category in AI. Unlike LLMs, which are designed to generate text …

Heather Landi / Fierce Healthcare:

General Medicine, an online storefront for medical care founded by PillPack founders TJ Parker and Elliot Cohen, raised a $120M Series B led by a16z — General Medicine Andreessen Horowitz Mercy Health Eli Lilly — Artificial intelligence is making healthcare advice easier to access …

Financial Times:

After 20+ major Japanese companies reported cyber attacks in recent weeks, Japan's NCSH chief says the country is in “a state of emergency in cyber space” — Dozens of targets including car rental operators, barbecue chains and rail group JR East disclose data leaks

Satya Nadella / @satyanadella:

“Super Intelligence systems” are black boxes that shouldn't be trusted by companies, and strong deterministic systems are needed around their deployment — As traditional software systems were being deployed across the economy over the last few decades, we had the tools …

Lewis Parker / Kotaku:

Hundreds of AI-decompiled or vibe-coded clones of games appeared in recent weeks, ported to run in browsers; some big titles like GTA: Vice City, Halo play well — Call of Duty: Black Ops, Halo: CE, Grand Theft Auto: Vice City, Skate 3 and many more titles have been decompiled and ported to web browsers overnight

Financial Times:

Sources: Nvidia is in talks to acquire or invest more into US open-weights AI startup Reflection AI; the deal may be an acquihire to avoid antitrust scrutiny — Donald Trump's administration hopes the company will rival cheap Chinese alternatives such as DeepSeek

William Langley / Financial Times:

IDC: Shenzhen-based DJI and Insta360, accounting for 73% and 20% of global smart camera market in Q2, are vying for the top spot as GoPro's share drops to 3% — DJI and Insta360 engaged in ‘civil war’ to become world's top smart camera maker — The decline of action camera pioneer GoPro …

CBS News:

A look at a 1,700-member Slack run by Medicare agency CMS where Microsoft, OpenAI, and other companies help shape policy on AI apps and medical records access — A cadre of elite techies, financiers, and high-level Trump administration officials have spent a year quietly charting an extraordinary …

Jemima McEvoy / The Information:

A profile of Zach Frankel, a secretive and unusually hands-on solo investor who wrote the first checks to startups like Ramp, Cognition, and Applied Compute — Last month, Zach Dell, son of billionaire Michael Dell and cofounder of Base Power, a billion-dollar battery startup …

Wall Street Journal:

How Anthropic co-founder Tom Brown used GOP ties to end a June standoff over model safety and win over Musk, brokering a $1.25B/month SpaceX compute deal — Tom Brown is leveraging his Republican ties and business savvy to win over Washington and secure the computing power Anthropic needs

Adam Morgan / Wired:

Dozens of staff at HarperCollins, Simon & Schuster, Hachette: without author consent, publishers are quietly using AI to make back-cover copy, cover art, more — Workers at three major publishing houses tell WIRED that LLMs are being used for publicity, cover art, back cover copy …

Sarah Nassauer / Wall Street Journal:

A look at Walmart's troubled push to automate its ~200 US warehouses, as it and partners like Symbotic face technical setbacks; Walmart owns 12.6% of Symbotic — Machines programmed to sort merchandise in warehouses hit kinks with cardboard boxes and turkeys; automation push reaches ‘peak complexity’

Sylvia Varnham O'Regan / Politico:

Current and former employees say TikTok US still coordinates closely with the global TikTok org, and US staff continue to use ByteDance's internal chat app Lark — In the months before TikTok finalized a deal to sell its U.S. operations to a group of investors friendly to President Donald Trump …

Bloomberg:

A look at differing revenue calculations of Anthropic and OpenAI, as Anthropic books gross sales through cloud partners, while OpenAI records only its net share — When measuring the race between artificial intelligence leaders OpenAI and Anthropic PBC, investors have run into a problem …

TrendForce:

Laptop production share outside China is expected to fall from 24% in 2025 to 21% in 2026 as PC makers rethink shifting production amid soaring component costs — TrendForce's latest notebook industry research reveals that the primary risk facing the market in 2027 is expected to shift …

Yifan Yu / Nikkei Asia:

Chip design software leader Synopsys says it is exploring partnerships with Chinese AI labs to develop AI-powered chip design tools for the Chinese market — PALO ALTO, California — Chip design software leader Synopsys says it is looking to help Chinese companies develop chips faster …

Bloomberg:

Sources detail how Firmus' IPO collapsed in 48 hours after US fund managers deemed its $30B valuation too rich for a company with just $51M in FY 2026 revenue — Nvidia-Backed Firmus IPO Collapses Video Player is loading. — Current Time 0:00 Loaded: 17.94% Playback Rate — This is a modal window.

Kaan Serin / Eurogamer.net:

Circana: US Xbox unit sales fell 33% YoY to an all-time low in 2026 through August, while PS5 sales fell 25%, as both consoles hit record high average prices — “Price sensitivity is becoming a real problem.” — Follow Grand Theft Auto VI … PS5 and Xbox Series X/S consoles …

New York Times:

Sources: Anthropic's AI agents submitted 20 visa applications via a form on the US State Department website; the applications were incomplete and not processed — The Philadelphia Police Department said the agents had also sent in a false homicide tip. The incidents led the White House …

Paul Sawers / The New Stack:

Cloudflare acquires Deno, co-founded by Node.js creator Ryan Dahl, which had developed an open-source alternative to Cloudflare Workers and had raised $26M — Cloudflare is buying the startup co-founded by Node.js creator Ryan Dahl, a longtime competitor that recently built its own open-source version …

Nik Popli / Time:

A US Senate investigation led by Senators Warren, Van Hollen, and Blumenthal says some hyperscalers misled the public about AI data centers' costs and benefits — Nik Popli … As the world's biggest technology companies race to build data centers across the country to power an AI boom …

Tim Fernholz / TechCrunch:

Anthropic says it is barring live internet access for internal evals until monitoring is reliable, after its agents exploited websites and bypassed restrictions — Anthropic said its models exploited websites on the internet, including some run by U.S. government agencies …

Cloudflare:

Cloudflare debuts Clef-omni, supporting audio and video input alongside text and image, makes Clef up to 2x faster, and dramatically cuts Clef-flash pricing — Following last week's release of Clef and Clef-flash, Cloudflare's open-weight decision models, we decided to bring forth more gifts.

Wall Street Journal:

Sources: Dario Amodei spoke with Meta's Alexandr Wang earlier this year, hoping to source more compute; Meta declined the request — Bitter rivals are forming alliances and executives are having to personally intervene over the scramble for resources to fuel the AI boom

Brian Krebs / Krebs on Security:

In PA, FBI agents arrested a co-founder of a Canadian cybersecurity firm specializing in ransomware negotiations, as part of the ShinyHunters investigation — Agents with the Federal Bureau of Investigation (FBI) on Thursday arrested the co-founder of a Canadian cybersecurity firm in connection …

Katharine Schwab / Forbes:

Sources and internal docs: TikTok cut the violations for which an advertiser could be immediately banned from 37 to 13 last fall, leading to a surge in scams — This voice experience is generated by AI. Learn more. — Last year, TikTok's executives quietly defanged its advertising rules …

The RAD Debugger ProjectNOTE: This README does not document usage instructions and tips for the debugger itself, and is intended as a technical overview of the project.

The RAD Debugger is a native, user-mode, multi-process, graphical debugger.

It currently only supports local-machine Windows x64 debugging with PDBs, with plans to expand and port in the future.

The RAD Debug Info (RDI) FormatThe RAD Debug Info (RDI) format is our custom debug information format, which the debugger parses and uses, rather than the debug information natively produced by toolchains, like PDB or DWARF.

The RAD LinkerThe RAD Linker is a new performance linker for generating x64 PE/COFF binaries.

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

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The in-browser demo is the real app with example data, if you want to try it before installing anything.

Supersets, warm-up sets, drop sets and rest-pause, timed exercises (planks, hangs, carries), cardio by time and speed, rest time per exercise, planned deloads.

A quiet workout screen: one menu per exercise, the set number as the set's own menu, card or list view.

The full list of what changed release by release is in the changelog.

Swap the image: lines if you prefer GHCR, or run docker compose up -d --build to build locally.

Compare with Vector RAGVector RAG PageIndex Index vector index tree index Retrieval semantic similarity search LLM reasoning over the tree Result opaque, “vibe retrieval” traceable to explicit references Context query embedding only full context: conversation history, domain knowledge, etc.

environ [ "OPENAI_API_KEY" ] = "your-openai-key" client = PageIndexClient ( index = "gpt-5.6-luna" , # model to build the tree index chat = "gpt-5.6-sol" , # model to search the tree ) doc_id = client .

With PageIndex Cloud, document indexing and storage run in the cloud: PageIndex handles parsing, OCR, image understanding, tree-index construction, and managed storage for you.

environ [ "OPENAI_API_KEY" …

🎭 The Agency: AI Specialists Ready to Transform Your WorkflowA complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers.

./scripts/install.sh --tool antigravity Activate in Gemini with Antigravity: @agency-frontend-developer review this React component See integrations/antigravity/README.md for details.

./scripts/convert.sh --tool gemini-cli ./scripts/install.sh --tool gemini-cli See integrations/gemini-cli/README.md for details.

./scripts/convert.sh --tool openclaw ./scripts/install.sh --tool openclaw If the openclaw CLI is available, the installer registers each workspace automatically.

./scripts/convert.sh --tool …

Caddy exposes an unprecedented level of control compared to any web server in existence.

This makes managing your server config more straightforward and reduces hidden variables/factors.

It soon became the first web server to use HTTPS automatically and by default, and now has hundreds of contributors and has served trillions of HTTPS requests.

The name of the software is "Caddy", not "Caddy Server" or "CaddyServer".

Please call it "Caddy" or, if you wish to clarify, "the Caddy web server".

Cloudflare OS: An AI productivity environmentCloudflare OS is an "operating system" for AI productivity originally developed for use inside Cloudflare.

Normal OS Cloudflare OS kernel packages/workshop-backend device drivers packages/gatekeeper-* shell packages/workshop-frontend processes gadgets executables blueprints users users ACLs shared permissions ???

Built on Workers, by the Workers teamCloudflare OS is built on Cloudflare Workers, making heavy use of Durable Objects, Dynamic Workers, and Facets in particular.

In fact, workerd , the Cloudflare Workers Runtime, is itself open source, and Cloudflare OS can run entirely on top of it on your own servers.

The Cloudflare OS agent is a Code…

TUIOS: Terminal UI Operating SystemTUIOS is a modern terminal multiplexer and window manager built with Go.

It provides a vim-like modal interface with multiple terminal panes, workspaces, BSP tiling, kitty graphics protocol support, and a command palette, all running inside your existing terminal.

A daemon keeps sessions alive, reaches sessions on your other machines, and lets the coding agents in your panes report their state and message each other.

Agents mail each other with tuios send-agent-message , and tuios ask-agent asks one and waits for its answer.

Basic passthrough works but has known issues with scrollback and window repositioning: Kitty text sizing protocol (OSC 66).

rig setup --dry-run previews the broader setup, but applying rig setup checks both harnesses and cmux.

Team Starter Models Two Codex agents first-project Both gpt-6-astra (unchanged) Two Claude agents first-project-claude Configured native Claude default Claude owner + Codex checker first-project-mixed Claude default + gpt-6-astraAll three use the same owner/checker roles and task.

cd /path/to/your/repository starter=first-project # or first-project-claude or first-project-mixed rig specs preview " $starter " --kind rig rig up " $starter " --cwd .

product-team is an optional larger product-development example:rig specs preview product-team --kind rig rig up product-teamUse it when you want …

OpenShell is the safe, private runtime for fleets of autonomous AI agents.

Agents never see real credentials; OpenShell adds them only to requests bound for approved endpoints.

Agents never see real credentials; OpenShell adds them only to requests bound for approved endpoints.

curl -LsSf https://raw.githubusercontent.com/NVIDIA/OpenShell/main/install.sh | sh openshell sandbox create --name demoThe installer sets up the CLI and a local gateway.

SDKsSDKs connect applications to an OpenShell gateway.

CoursebookWelcome to the systems programming coursebook!

This repository houses a high-quality, open-source introductory systems programming textbook used by the CS 341: System Programming course at the University of Illinois Urbana-Champaign The book assumes that you have taken a programming language course and are familiar with assembly instructions.

All of the code and instruction will be in C, as it is the de-facto language of the Linux Kernel.

The Coursebook is an aim to standardize and build upon Angrave's original wikibook experiment.

OverviewGoalsImprove the quality and rigour of the original wikibook while maintaining openness.

Works with your subscriptions on Claude Code, Codex, Cursor, Grok Build, OpenCode, and Google Antigravity.

If they're set up on your computer, T3 Code can control them.

We built T3 Code because we wanted the best possible development experience with agents.

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

Command linecurl -fsSL https://t3.codes/install.sh | shOn Windows, in PowerShell:irm https: // t3.codes / install.ps1 | iexThen run t3 to start the server and open the local web app.

GhostTrackUseful tool to track location or mobile number, so this tool can be called osint or also information gatheringNew update : Version 2.2Instalation on Linux (deb)sudo apt-get install git sudo apt-get install python3Instalation on Termuxpkg install git pkg install python3Usage Toolgit clone https://github.com/HunxByts/GhostTrack.git cd GhostTrack pip3 install -r requirements.txt python3 GhostTR.pyDisplay on the menu IP Trackeron the IP Track menu, you can combo with the seeker tool to get the target IP⚡ Install Seeker : - Get SeekerDisplay on the menu Phone Trackeron this menu you can search for information from the target phone numberDisplay on the menu Username Tracker

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That recording is translated into C - the original instructions, one for one, with the exact cycle timing of the emulated machine.

The result is checked against the emulator event for event: every interrupt, port access and frame at the same moment of emulated time.

The demos' own loaders, music players and effects all run as they did in 1992 and 1993; only the hardware is modelled.

The demos ran on VGA at 70 Hz, so they look smoothest on a display running at 70 Hz, or at 140 Hz or higher.

demoscene-recomp on GitHub

Yet, almost unique among creative fields, many experienced programmers remain convinced that it’s fine to use “AI” for programming.

A lot of the justification of this resignation seems to be to be because programming is not Art.

It matters because we shouldn’t be using AI to produce Art, and programming is Art.

Programming isn’t special.

It’s just Art, and Art is the most human — and thus, the most universal — thing that there is.

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

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I have been using DeepSeek 4.1 Flash for about a month, heavily, across a dozen projects.

It is super capable, and orders of magnitude cheaper than the "frontier" models.

When I'm mid-session, if I don't look at the model name, I honestly could not tell you if I'm using DeepSeek or Opus.

I treat this like a frontier model because it behaves like one.

Using Claude almost feels wasteful, and not just on cost: its caching means DeepSeek must be using less water and electricity.

Reverse engineering, with your coding agentFind out howsoftware works.

REA gives your agent the tools to inspect a program and explain what it does.

Already know RE?

Skip to analysis guides →Want to go deeper?

Read the Blog →

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https://news.ycombinator.com/item?id=49550698

Loading the editor…ImageFlow is an image editor that runs entirely in your browser — layers, masks, blend modes, adjustment layers, smart objects, text and filters, with PSD import and export.

It needs JavaScript enabled to run.

Hacking Cheap Smart Photo Frames into a Family Dashboard October 9, 2026 JavaScript, Other Edit PostMy sister's $500 Skylight calendar was headed for the trash with dead Wi-Fi.

I used a coding agent to root it, found a hidden debug mode, and got it back online with an $11 USB Wi-Fi dongle.

Then I did it all again from scratch with a random $50 picture frame from Amazon.

These cheap smart frames are basically Android tablets in disguise, and they're a bit of a Trojan horse for a monthly subscription.

You paid for the hardware, so you should be able to run whatever you want on it.

System Settings: grant a permissionopen " x-apple.systempreferences:com.apple.preference.security?Privacy_Accessibility " bigarrow start --element Terminal_Toggle --app " System Settings " \ --text " Franz, switch this on: Terminal may control your Mac " --from right --color green --close-button bigarrow start --element Add --role button --app " System Settings " \ --text " Not in the list?

--from bottom-right --style ring --color orange --shape zigzag --size SKeynote: a three-step how-tobigarrow start --element Animate --app Keynote --role radiobutton --text " 1.

Click Animate " --from right \ --style ring --color purple bigarrow start --element " Add an Effect " --app Keynote --text " 2.

…

What Windows calls ⏎ Enter, Mac calls ⏎ Return.

However, Macs also have an ⌤ Enter, although only on a numeric keypad (previously, it was even there on laptops!).

This means that for apps, Windows devices offer Ctrl, Alt, and Shift – and Macs offer ⌘ Command, ⌥ Option, ⌃ Control, and ⇧ Shift.

(We’re not counting the Windows key or the 🌐 Globe/Fn key since those are technically reserved by the operating system.)

Reserved keysWindows’s eponymous ⊞ Windows key is reserved solely for the use of the operating system, and so is Mac’s 🌐 Fn/​Globe key.

🤖 Docker Agent 🤖Build, run, and share AI agents with a declarative YAML config, rich tool ecosystem, and multi-agent orchestration.

Just run docker agent .

Run docker-agent directly or symlink the binary to ~/.docker/cli-plugins/docker-agent and run docker agent .

Quick Start# Run the default agent docker agent run # Run from an OCI registry docker agent run myorg/agent:tag # Generate a new agent interactively docker agent new # Run your own config docker agent run agent.yamlMore examples in the examples/ directory.

We use docker-agent to build docker-agent :docker agent run ./golang_developer.yamlTelemetryWe collect anonymous usage data to improve the tool.

On OffSlashed zeroBy default, the zero is unslashed to keep the numerals looking clean.

You can add a slash when you need to tell 0 and O apart.

I love computer programming and try to communicate that love to my sons, the students in my classes and anyone else who will listen.

You have to write the code.”I explain that, if they don’t write the code, they will not be able to effectively read the code.

One of the most difficult things when learning computer programming is getting “stuck”.

For example, the ability to write, think and communicate clearly, both with LLMs and humans seems likely to be much more important in the future.

Computer programming is about solving problems with computers and businesses have plenty of both of these.

On Thursday, September 17th, Changelog is taking over PlanetScale’s HQ in San Francisco for an evening of short talks and conversations about AI, developer tools and what people are building.

We’ll have three 20-minute conversations with some special guests with time for questions, food, drinks and hanging out.

We’re doing this Changelog-style: live conversations, questions from the room, drinks, and plenty of time afterward for the hallway track.

If you’re in San Francisco, register to come hang out!

PlanetScale HQ, 108 Natoma St, San Francisco.

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

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

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

Learn more at WorkOS.com and AuthKit.comFly.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.

Buildkite – You deserve better CI.

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

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

Learn more at WorkOS.com and AuthKit.comCoder.com – Secure environments where devs and agents work in parallel.

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.

Buildkite – You deserve better CI.

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

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

Learn more at WorkOS.com and AuthKit.com

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

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

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

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

Check out the speedrun to get started in minutes.

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

Tailscale – Adam loves Tailscale!

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

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

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

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

Tailscale – Adam loves Tailscale!

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

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

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

Changelog News!

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

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

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

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

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

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

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

Changelog News!

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

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

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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.

A new Ring Smart Lock was just announced this week, expanding the Ring ecosystem and Alexa devices.

This is useful if your smart lock dies, since you can simply power it long enough to open your door and get inside.

Questions remainWe’re still missing a lot of information about the Ring Smart Lock, including battery life estimates, Matter compatibility, and third-party integrations.

Though we only know the Ring Smart Lock will launch in early 2027, there isn’t a set date for availability yet.

You can sign up to be notified when the smart lock becomes available for purchase.

ZDNET’s key takeawaysThree new Amazon Alexa tablets feature Alexa+ and premium construction, including a 12-inch Pro model.

Also: 6 ways to make Android look and work more like iOSThe lineup starts at $230 and includes the Amazon Alexa Tablet 8, the Amazon Alexa Tablet 11 at $330, and the Amazon Alexa Tablet 12 Pro, which starts at $500.

Alexa+ integrations everywhereAs the name indicates, the Alexa Tablets feature the Alexa+ virtual assistant integrated throughout.

Instead of a simple iterative update, the new Alexa Tablets are an entirely redesigned lineup that could reposition Amazon tablets as full-fledged Android tablets.

New Amazon Kids TabletsAmazon also launched two new, upgraded Ki…

Torvalds discussed changes in the Linux kernel development process.

AI has become a vital component in finding and fixing bugs in the Linux kernel.

Using it responsibly in the Linux kernel, where generated patches and bug reports can overwhelm maintainers, is another.

The Linux kernel is a project where other people do the real work, and I act as the collection point.

It’s just ugly.”AI in the Linux kernelThat’s not to say AI isn’t useful for finding and fixing mistakes in the Linux kernel.

Microsoft 365 subscribers are about to experience the cloud version of shrinkflation.

Microsoft announced today that it will be making changes to its Microsoft 365 Personal, Family, Premium, and Pro subscriptions.

Currently, if you have a Microsoft 365 Family, Premium, or Pro plan, each member has a fixed OneDrive storage allowance of 1 TB.

And the shrinkage is significant: Instead of 6 TB of storage divided evenly among six shared account holders, Microsoft 365 Family and Premium plans will get a total of 2 TB of shared storage.

The base cost of a Microsoft 365 Family plan is $130 a year, or just a little over $10 per month.

AI use at work is up, touching everything from everyday tasks to hiring and performance reviews.

AI-driven firingsSB 947, somewhat cheekily called the “No Robo Bosses Act,” prohibits employers from outsourcing disciplinary and termination decisions entirely to AI, referred to in the bill as automated decision systems (ADS).

The bill requires employers to check any AI decisions on employee discipline or termination, as well as provide the employee with a description of the reasons for the decision.

It also requires employers to clarify whether “a mass layoff, relocation, or termination is caused by an AI system,” according to a brief on the governor’s website.

Still, when it comes to AI in h…

Only 10% of IT chiefs use agentic AI for modernization.

Only 10% of tech chiefs said they are applying agentic AI as a modernization tool.

This time, instead of replacing mainframes and other legacy systems, the focus is on expanding tangible business capabilities.

“Agentic AI is being used to map hidden dependencies, generate code, and create documentation — all traditionally time-consuming, error-prone processes.

Agentic AI is speeding up initiatives that used to eat months of error-prone manual labor.”In short, agents could be just the latest chapter of a nonstop journey.

ZDNET’s key takeawaysGoogle reveals its first fan-favorite dining list.

Google continues to update Google Maps for uses beyond simple navigation, with AI-powered features that help you find places to eat and even order food.

Also: Apple Maps vs. Google Maps: One is much betterNow, Google is revealing more ways Maps can help you find a new favorite dining spot, satisfy a late-night craving, or get a better sense of a restaurant before you book a table or head out to eat.

Explore trending spotsGoogle Maps’ Explore tab can help you find restaurants near you that are trending with other Maps users.

Also: 10 Google Maps settings I change to improve its usabilityOn the flip side, Michelada, a Mex…

ZDNET’s key takeawaysThe new Surface Laptop Ultra launches Oct. 18.

Microsoft announced a launch date for its new Surface Laptop Ultra: October 18th, with a starting price of $2,599 for the lowest-tier configuration (and going up to $6,000 from there).

But the Surface Laptop Ultra was the darling of the show with its own dramatic sizzle reel and focus in live demos.

It’s no surprise that many of the aforementioned features are also core components of Apple’s MacBook Pro, to which the Surface Laptop Ultra is certainly a response.

Sure, Apple’s design language is present when you look at the Surface Laptop Ultra, but you could say that about almost any modern PC.

It found that 78% of managers reported using AI to “help draft, edit, summarize, or inform feedback or a performance review” in the last year.

Most of those managers, perhaps unsurprisingly, noted that AI sped up the process of prepping that feedback (Highwire told ZDNET it did not ask managers what else they noticed about using AI).

Maybe concerns about being perceived poorly for using AI are behind that drop in transparency: an Atlassian study from June found that owning AI use at work backfired.

The details of how managers are using AI for feedback matter here, though.

AI tools to the rescueThe findings about rehearsing with AI are echoed in AI video company Synthesia’s latest release, S…

Those of you who use Google’s Gemini app or website for free will soon be able to use only one AI model for your queries and conversations.

Anyone without a paid Google AI plan will be stuck with only the lowest-tier and least robust Flash-Lite model.

An AI Plus user who needs the Pro model will have to jump to a Pro plan.

When I use Gemini with my AI Pro account, Flash is the model that’s automatically chosen.

The main bright spot here is that Google AI subscriptions are doled out on a monthly basis.

ZDNET’s key takeawaysMicrosoft is ending support and updates for Office 2021.

But even these non-subscription versions can wear out their welcome, and that’s happening with Office 2021.

In a new support document, Microsoft revealed that it’s ending support for Office 2021 as of Tuesday, October 13.

And now support for Office 2021 is ending after only five years.

Office 2021 users have 5 optionsNow, what do you do if you are still using Office 2021?

ZDNET’s key takeawaysMistral’s open-weight ML4 model Le Chonk is in preview.

Open models are positioned as democratic defenders from AI attacks.

French AI lab Mistral has shipped its latest model, Mistral Large 4 (ML4) — and it’s positioned as the open solution for all your defense requirements.

Also: Open weights vs. closed: An AI civil war’s afoot, and the stakes are existentialOne outcome of recent AI security incidents is that open and proprietary models are being pitted against each other.

Le Chonk and securityAfter a hack-filled summer that put AI model security under the spotlight, everyone is looking for a reliable AI security solution that suits their needs.

App Store promo images took almost as long as the app.

At around noon on Sunday, Sept. 20, I came up with an idea for a Mac app.

I worked in both Claude Desktop (to talk strategy) and Claude Code (to build the Mac app).

I found it interesting how careful the AI was about making sure the app would get through App Store review.

App Store learningsI am not a complete App Store neophyte, but I might as well be.

ZDNET’s key takeawaysAn issue is affecting iPhone 18 Pro Max users on AT&T.

If you’re having trouble with your iPhone 18 Pro Max on the AT&T network, you’re not alone.

More from ZDNETHow to fix the AT&T issue on iPhone 18 Pro MaxAT&T hasn’t explained what’s causing the issue.

The problems only affect the iPhone 18 Pro Max and not any other models (not even other iPhone 18 models), so it’s possibly tied to that model’s Qualcomm modem (the other iPhone 18 models use the Apple C2 modem).

Action needed: An important Apple Software update for your iPhone 18 Pro Max is available.

The scam starts with a sponsored Google link.

A new scam involving ChatGPT has emerged, and it might lead you to install malware on your computer if you’re not careful.

Artie Beaty/ZDNETThe custom GPT scamThe scam starts when you search “ChatGPT” in Google.

Like almost every Google search, you’ll see sponsored results, or paid ads, above the authentic search results.

What’s most convincing is that you’re on the actual ChatGPT domain and your account is logged in (if you were before).

In a Saturday morning post, Microsoft's CEO wrote that it’s time “to step back and assess the trust architecture” of AI.

Is Apple hoping to get into the AI-generated podcast business?

The startup says its fuel cells are super efficient and cut fuel costs during a time when the tech industry can’t get enough electricity.

Cloudflare will use this acquisition to improve its Workers programming model and platform.

TechCrunch Disrupt 2026 takes place October 13-15 in San Francisco. Over 300 startups will show what they’ve built to 10,000 tech leaders. Plus, 250+ speakers are ready to share insights across 200+ sessions. Register before doors open to save up to $100 and get a second pass at 50% off.

Elon Musk has accused Indian billionaire Mukesh Ambani of blocking competition.

Anthropic said it "turned off live internet access" for "all our internal evaluations" until further notice.

Keychron made a name for itself after launching on Kickstarter in 2017. Today, it offers the value K2 model as well as a variety of other versions, including one with an all-wood body.

TypeSafe AI raised $870 million in a round led by a16Z.

Anthropic did not discover this behavior until over two months after its AI submitted the false tip.

Batteries are now cheaper than natural gas turbines as the data center boom pushes prices up.

"The day your loved one passes away, you also get this honorary badge of a project manager for a project you had no idea about," said founder Sara Tashakorinia.

On Thursday those trying to access the Ubuntu website, ISO downloads, and similar Ubuntu resources on Thursday found the site "inoperable," reports Phoronix, with the disruption confirmed as a distributed denial of service attack. "Our team is working diligently to resolve the incident," according to a Thursday post on Ubuntu Discourse — followed by a later announcement. "At this time our team continues to work on restoring affected services, most of them are now available. We appreciate your patience and understanding." Ubuntu's status page shows the Ubuntu.com outage lasting for 2 hours and 27 minutes on Friday — though with four-hour outages Wednesday (and other outages affecting other U…

The Telegraph reports that the nutritional value of fruit and vegetables has fallen by up to 50% since the Sixties, according a new study from researchers at startup studio Deep Science Ventures. The study "found that humans needed to consume twice the number of vegetables to get the same level of minerals such as potassium, magnesium or copper as would have been present in their food 60 years ago." The study found that many crops had lost 20% to 50% of several key nutrients... The decrease in nutrient and vitamin value is thought to be down to declining soil quality and crops being selectively bred for their ability to grow quickly, rather than there being any focus on their health benefit…

Top executives at Anthropic, OpenAI and other AI companies "are privately gaming out scenarios for a public and political revolt after a catastrophic AI event," reports Axios, one that turns "an already wary public further against the technology and its leaders..." These AI company executives "anticipate a large-scale event, most likely a cyberattack, that shuts down access to financial services, internet connectivity, or even power and water..." the article points out.

"Many top AI researchers and executives believe a major incident is inevitable. "OpenAI conducts preparedness exercises where teams discuss and work through a range of potential scenarios," a company spokesperson said. "Thes…

"Nicolas Cage is speaking out against Amazon," reports Variety. Amazon developed the series Spider-Noir for Prime Video, but then allegedly asked Cage to sign an AI waiver: "Amazon is a very AI-friendly company, to the tune of $50 billion invested in OpenAI," Cage said Saturday during a panel on the Empire Stage at New York Comic Con. "I am not an AI-friendly actor, so it's like, connect those dots! I'm not a member of their club. I didn't sign the waiver to let him use AI on 'Spider-Noir.' I'm probably not going to be working with that studio again, but that's okay." Last month Amazon canceled Spider-Man Noir after just one season, Variety reports. And the cancellation was just days before…

The blog It's FOSS reports: You already know that Canonical has been selectively replacing Ubuntu's C-based system components with Rust-written equivalents that don't compromise in terms of functionality, most of the time. Now it looks like the distro's OpenPGP implementation is next, with Sequoia PGP coming preinstalled in Ubuntu 26.10. Canonical wants it to eventually replace GnuPG [the dominant Linux implementation of PGP, written in C] as the default toolchain, though that switch has not happened yet... [The Ubuntu 26.10 release notes say Sequoia PGP's default status will be a future goal...] [Sequoia PGP] was started in 2017 by three former GnuPG developers who chose to build a new Ope…

AFP reports that an AI model from Anthropic "submitted a fabricated tip about an unsolved homicide to Philadelphia police, authorities said Friday." Claude "was instructed never to log in, create accounts, enter personal data, make purchases, or submit anything destructive, but the instructions did not rule out form submissions," Anthropic said Friday in a blog post. Authorities are now criticizing Anthropic "for taking two months to report the incident." The Philadelphia Police Department said the false submission was made in July through PhillyUnsolvedMurders.com, a public website where people can share information about unsolved killings. According to Anthropic's account, as relayed by p…

OpenAI announced it's recently banned two "influence operations" — one from Russia and one from Iran — that were using its models "to launder geopolitical, conflict-related messaging" in sophisticated "false front" propaganda campaigns: The Iranian operation included a stable of seven "journalist" personas which it used to pitch long-form articles to small and medium online outlets around the world... As well as long-form articles, the Iranian operation generated batches of social media comments, generally on topics related to the US-Iran war... [The Russian operation "appears to have co-opted unwitting people in Latin America to run a 'think tank'.... Since we do not allow access to our mo…

Last week a Florida woman sued Flock over its role in police officer accusing her of a crime she didn't commit But she's not the only one suing Flock over mistaken accusations, reports Gizmodo:

. A Ring video of a Colorado woman being handed a criminal summons for a porch-package theft she did not commit recently went viral after the accusation rested on a Flock Safety automated license plate reader hit. Now, the woman involved in that case, Chrisanna Elser, is suing Flock Group, the towns of Columbine Valley and Bow Mar, Sergeant Jamie Milliman, and Chief Bret Cottrell in federal court on behalf of herself and other Coloradans whose plates the company has logged... The package in question …

Phoronix reports on a presentation this week by Meta engineer Gregory Price at the Linux Plumbers Conference in Prague: With today's memory shortages, high prices, and ever increasing memory capacity needs, Meta engineers have been working on Compressed RAM ("CRAM") for Linux. This hardware-offloaded compression still allows cacheline/byte access to compressed memory and in turn a better implementation than the likes of ZRAM and Zswap. Very promising is that there is near-native performance to raw DRAM speeds with CRAM... For end-users that may already be relying on the likes of Zswap or ZRAM, CRAM is offering near-native DRAM speeds. Read-only data is shown to be as fast as the raw DRAM pe…

Reuters reports: Flock plans to let go of about 18% of its employees, people with direct knowledge of the plans said on Thursday, as the maker of AI-powered surveillance cameras and license-plate readers faces mounting opposition to its products from communities and lawmakers.... The company has about 1,500 employees [with job cuts hitting 270 employees]. Flock faces growing scrutiny from regulators, lawmakers, and privacy advocates, despite drawing strong investor interest among venture capitalists. A recent Reuters/Ipsos poll showed Americans are divided on whether Flock cameras are a good idea. Some 38% of the country supports the use of Flock cameras in their community, compared to 47% …

An anonymous reader quotes a report from TorrentFreak: Cloudflare doesn't block pirate sports streaming sites through its 1.1.1.1 DNS resolver in France, only through its CDN. The Paris Judicial Court has now accepted that stance, rejecting [French pay-TV provider] Canal+'s request for penalties of 50,000 euros per site, per day. Interestingly, the court's conclusion relies on statistics provided by Canal+ itself. [...] As a result, Cloudflare will not be penalized under these orders, even though its public DNS resolver is not blocking the sites in question. That is in line with the company's long-standing claim that it doesn't interfere with its DNS. In its recent transparency reports, Clo…

sciencehabit shares a report from Science Magazine: A physicist has put a definite date on Doomsday," The New York Times wrote on November 4, 1960. "He calculates that it will come on Friday the Thirteenth in November, 2026 A. D. On that date, or thereabouts, the human population will have expanded so far as to approach infinity and thus will automatically annihilate itself." The newspaper was right -- but the prediction was wrong. That week, Austrian American physicist Heinz von Foerster and two colleagues published a paper in Science with the stunningly succinct title "Doomsday: Friday, 13 November, A.D. 2026." The work was based on a simple observation: The time it took for the human pop…

The best Stratechery content from the week of October 5, 2026, including drifting apart from Apple, Facebook complications, and the delightful absurdity of U.S.-China dynamics.

An interview with former Facebook Head of Global Elections Katie Harbath about her new book Disrupting Politics, and how things change for the company in the 2010s.

Apple is taking a smarter approach to the home than I expected, leaning into integration (with partners); then, what Amazon should do about agents.

Здравствуйте! Я делаю сервис верификации фискальных чеков. Столкнулся с личной болью: пришлось в суде доказывать, что чек не поддельный. Обычная бумажка ничего не значит. Сервис проверки чеков, который есть у ФНС ещё хуже, чем любые другие аналогичные сервисы. Они просто теряют на половине пути часть данных.

Сейчас я заключил договор с ФНС, у меня есть прямой доступ к полным сырым данным чеков (JSON). Условия договора: я предоставляю бесплатный публичный доступ к своему сервису. Данные есть, а макета нет.

Задача: разместить весь этот массив (100+ служебных ключей, узлы, вложенные массивы товаров) на стандартном листе А4. Листов может быть несколько, но формат узкой чековой ленты или ветки (…

Games are being decompiled, but the real risk to gaming is new games and increased personalization.

Расскажите о поле ввода

Здесь в Кракове наткнулся на статью в Nurture про мышей с подсаженной человеческой нервной тканью и про ИИ как внешний когнитивный слой. Буквально полоумную мышь создали учёные — часть мозга была заменена стволовыми клетками человека. Мышь не умерла, не стала гениальной, но стала — обычной: человеческий мозг разросся там, прицепился к позвоночнику, понастроил нейронных связей […]

I was happy for years in Apple's walled garden; with AI, however, their protections feel like limitations.

I was happy for years in Apple's walled garden; with AI, however, their protections feel like limitations.

The best Stratechery content from the week of September 28, 2026, including Meta's focus, what OpenAI is doing, and Mao and NBA Media Day.

The best Stratechery content from the week of September 28, 2026, including Meta's focus, what OpenAI is doing, and Mao and NBA Media Day.

Проблема копателя колодцев никуда не исчезла. Он может стать водопроводчиком, инженером, владельцем водоканала или экскурсоводом по старым колодцам. Но сначала ему придётся признать неприятное: навык, вокруг которого была построена значительная часть его профессиональной личности, перестал быть дефицитом.

An interview with Jason Del Rey about Amazon versus Meta, which is a continuation of the oldest battle in retail between Amazon and Walmart.

OpenAI's Dev Day showcased a product that is, frankly, pretty confusing. However, there is more vision here than it might seem.

Meta has the chance to own the consumer agentic space; going for enterprise is a big mistake.

Добрый день, у вас есть совет как прокачать проектирование и презентацию работы в юай-юикс-дизайне?

Тут вышел sonnet 5.5: anthropic.com/claude-sonnet-5-5

Не собираюсь обсуждать качество модели, расскажу как манипулируют рассказом. Из графика очевидны две вещи: Новый соннет 5.5 лучше во всем старого соннета 5.

Новый соннет 5.5 почти такой же, как новый более дорогой (по токенам) опус 5.5. Так ли на самом деле? Предлагаю глянуть официальный график из того же анонса. Я всего лишь подпишу значения на графике их же тултипами. Выходит, соннет 5.5 чуть хуже и на 36,5% дороже опуса 5.5. Может другой график лучше? А тут соннет 5.5 не просто чуть-чуть хуже, он еще и в 52 (sic!) раза дороже. Отчасти, это проблема бенча Frontier Code v1.1, он такой по своей идее. Но не в 52 же раза!

В итоге соннет 5.…

Agents are the ultimate Aggregators; they reveal apps as a means, not an ends, and providing them is tech's biggest prize.

Agents are the ultimate Aggregators; they reveal apps as a means, not an ends, and providing them is tech's biggest prize.

Watching discussions happening online, I see a frequent unfortunate tic I’ll

call the Expert Asterisk. A beginner is asking for help, and experts are

answering. Then in the spirit of completeness, an expert throws in a fact or

detail far from the learner’s abilities or needs.As an example, here was an interaction about git: a new learner was having

trouble getting properly oriented. They were asking how branches relate to

directories, and how to undo a change. They knew about git init but

didn’t know how it related to changing projects.

newb: so every time I change project I simply do ‘git init’ on them?

expert1: ‘git init’ is for creating a new project.

expert2: you change your working dir…

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Context: chaoschemy.com is 14 tiny browser games (no signup, no downloads) I shipped as an experiment in AI-assisted game building. Sharing my first 9 days of first-party analytics (bots excluded): 186 sessions / 165 visitors 136 sessions started a game (73%) 64 beat at least one level (34% of all visits, 47% of starts) Sources: 62% Reddit, 33% direct, 2% Google Most played: Mix Anything -- a "combine anything" word game (45 visitors), then Pocket Market and Potion Sort Traffic peaked Oct 4 on a Reddit bump and has settled to a handful of real players a day. No ads, no monetization yet. Where I'm stuck -- I can only pick one focus for the next few weeks: Ship more games (volume + SEO long t…

Hey everyone, wanted to share an app my brother is working on. We've all saved a million cooking, workout, and travel reels but when you actually need it, you’re trying to remember which platform you found it on. Or it just sits in your saved folder and you never come back to it. That’s the problem he’s working on with Trove: one place to keep those saves and make them useful later. A big part of that is something called applets. They’re tools inside Trove that help you do something with what you’ve saved, and he’s continuing to grow the library. For example, Mise lets you cook from a saved recipe with step-by-step instructions and hands-free controls. PinPath puts saved places on a map so …

Check this out! https://www.producthunt.com/products/frameboost?launch=frameboost submitted by /u/daniele93cc [link] [comments]

Job hunting is already a full-time unpaid job. Apparently, we also need a second job rewriting the resume for the first one. Same experience. Same projects. Different job description. Repeat until you forget what your original resume even looked like. So I built Flash Resume, a Python CLI tool that helps tailor resumes to job descriptions. Quick start: pip install flash-resume fs setup fs tailor PyPI: https://pypi.org/project/flash-resume/ GitHub: https://github.com/PavanBollepalli/flash-resume I've included a demo showing the actual workflow. I'm interested in feedback on the output quality, onboarding, and what would make this genuinely useful rather than just another repo collecting dust…

I saw a meme saying Courage was using AI long before ChatGPT, and I couldn’t stop thinking about it. So I made a little browser experience where you can sit at Courage’s computer and actually talk to it. It replies back in its own slightly unhelpful way, just like in the show. Experience it here: https://the-courage-computer.vercel.app/ submitted by /u/ExerciseForeign4436 [link] [comments]

I've been working on this for a while and finally got to a point where I feel like I can actually show it off. It's called ForeAI. The idea is pretty simple: point your phone at the grass/rough, and it'll try to pick out the balls that are easy to miss. It's definitely not perfect yet, but it's gotten to a point where I can actually use it on the course and find balls with it. Under the hood, it uses YOLO-based object detection models, and you can change it based on the required detail. It runs inference online by default via a cloudflared tunnel, with a local fallback when connection is too weak. I trained it on a dataset of over 800 golf ball images, with augmentation. There's still plent…

Growing up here, I noticed that when it's time to find someone, we're handed two options. A matrimony site, where you become a biodata: height, salary, a formal photo. Or a dating app, which most of our families, and honestly many of us, don't see as a place for something serious. I wanted something in between: a place for people who want to date to marry, and one you wouldn't feel awkward telling your family about. So I've been building LoveJourney on my own for the past few months. You talk to Aira, an AI, in five short sessions (about 20 minutes): how you love, handle conflict, and what you want from life. She turns it into your Relationship Portrait: who you are when things get hard, wh…

I've been software developer for 10 years. I LOVE it. I love to develop stuff that people use! I've been earning thousands on affiliate sites (they are dying due to AI, but that's fine..) Affiliate learned me about SEO and how to get traffic. Yet after ~10 years and about 50+ websites, I haven't made a single dollar on a Saas product. I have only made money on affiliate marketing in my sideprojects. I have made projects where I had the feeling, that THIS was gonna be it! But no. I have so much respect for people who runs their Saas project for a living. How did you start? Note: I have never posted on any social media about my projects, and I don't like to. Is it then impossible nowadays? I …

I’m building a prototype for SaaS teams that maintain third-party API integrations in their own code. When a vendor deprecates an endpoint, renames a field, or changes an API version, the goal is to detect the change, identify affected integration code and calls, and prepare a proposed fix with tests. If a capability disappears or the right response depends on a business decision, it should flag that for a person instead of inventing a replacement. So far, I’ve tested spec-change detection and a repair agent using recorded responses and injected API changes. This is still a prototype; those results don’t establish reliability in customer production systems, and proposed changes need enginee…

I just shipped V3 of OneOver, a passion project that turned into a little business. V1: about a year V2: about a month V3: a weekend To be fair, the backend has grown steadily the whole time on a parallel track, so this is really the front end getting rebuilt faster each round. I built every version in Cursor. This round I used Opus 5.5 for the planning and Grok 4.7 for the building. What surprised me is how much the models have grown up. Two years ago this was really frustrating. Now the stuff that used to fight me is starting to feel magically easy, and building has turned into a genuinely joyful experience. Starting fresh is cheap, so every rebuild I bring only what matters, and it comes…

I've been building an Instagram automation SaaS, mostly using AI coding tools. Every time I think I'm close to launching, I find another thing to fix 😭 Payments, webhooks, mobile bugs... it never really ends. For those who've launched a side project, did you wait until everything felt ready, or just launch and fix things along the way? submitted by /u/fasildar55 [link] [comments]

So I decided to build my own and I did it within half a year. I have a huge engineering experience more than a decade in top tech companies that helped a lot to approach user experience in much better way that other apps on the market. Another problem I had with financial apps is that they force you to setup goals, budgets and provide a heavy and overwhelmed UI. So I went the other way, everything is done automatically. You sign in google or apple, no sign up. Connect banks and it does everything for you. No manual work, clean fast and transparent. Now if you want to set up budget or change category you can still do it. So making it simple with good UX while not forcing user to do anything …

Hello fellow builders! I'm one of the co-founders of Refuseless, a platform offering uncensored and abliterated AI models. As a cybersecurity nerd myself, I got tired of constantly running into refusals from models like Opus and Fable. With open models now becoming capable enough to handle complex cybersecurity tasks, I believe it's time to make them accessible to everyone, without the usual restrictions getting in the way. We built Refuseless around two principles we strongly believe in: * Zero prompt retention: Prompts and completions are not stored permanently and are discarded once the relevant cache expires. * No gated access: Powerful models shouldn't be available only to big corporat…

Link - web-production-2f5c7.up.railway.app 1 - After going through one company, could you explain in a sentence whether it’s doing well, and why? 2 - Where did you get stuck or stop? 3 - Would you come back, and for what? submitted by /u/Shame_Fickle [link] [comments]

As a kid, I wanted Tom Riddle’s diary to be real. So I built one you can experience on your browser. Open the book and write on the page, watch your ink disappear, and see Tom write back. It’s one of those childhood “what if this were real?” ideas that I finally got to bring to life. Experience it here: https://tm-riddles-diary.vercel.app/ Unofficial fan project. submitted by /u/ExerciseForeign4436 [link] [comments]

Your fingers stay put. The keys come around Discussion | Link

Your Mac's notch, rearranged into a control center Discussion | Link

Personal AI agent for your Mac using your own keys Discussion | Link

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Control your Mac’s volume from your trackpad edge Discussion | Link

A local-first writing app with focus modes. Discussion | Link

The search engine built for scientific AI agents Discussion | Link

Design on-brand emails by hand, with AI, or over MCP Discussion | Link

Cull and rate your photos faster Discussion | Link

Answer Claude Code & Codex from one Inbox, in any terminal Discussion | Link

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Copy the text your Mac won’t let you select Discussion | Link

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Draw the house, or just ask. Free floor plans with AI Discussion | Link

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Monte Carlo Capital (MCC), the Monaco-based early-stage venture firm investing at Seed in DeepTech and tech-enabled innovators, today announced a €13 million ($15 million) first close of Fund II, with a target of €26 million ($30 million).

Most Fund I LPs have recommitted, and Fund II has already made five investments.

Monte Carlo Capital’s Fund II first close comes amid continued fundraising activity among European venture capital firms targeting DeepTech, AI and other emerging technologies in 2026.

Recent EU-Startups coverage includes Munich-based Vanagon Ventures’ €20 million fund for pre-Seed DeepTech and AI startups, London-based Project Ventures’ €5.8 million vehicle targeting univers…

With that in mind, we’ve put together 10 notable celebrity-backed startup deals across Europe.

The figures below reflect publicly reported investment amounts, funding rounds or financing arrangements, depending on what has been disclosed.

Earlier that month, the company secured a €100 million funding round, bringing its valuation to approximately €5 billion.

SummaryFrom digital health and AI to biotechnology, solar power and esports, these investments demonstrate how celebrities are becoming participants in Europe’s entrepreneurial ecosystem.

As more athletes, entertainers and creators establish investment vehicles of their own, celebrity-backed startups are likely to remain a visible part …

SpectaCell, a new Ghent-based startup specialising in next-generation cell therapy analytics, has announced its official launch with €6 million in Seed funding.

We are building a new standard in cell analysis: detailed insight, results within hours and a simple workflow that connects research with manufacturing.

Its proprietary technology combines digital imaging and data analysis to measure how treatments affect individual cells.

SpectaCell claims to tackle these testing bottlenecks with a next-generation cell analysis platform that measures how treatments affect individual cells.

SpectaCell highlighted that it combines chip-based imaging with data analysis to track large numbers of indivi…

The round was led by Ascensia, with participation from institutional investors Balderton Capital, Norrsken VC, Simplyhealth Ventures, JamJar Investments, Pentland Ventures and others.

In July 2025, the company announced a €16.6 million Series A funding round led by Balderton Capital and Pentland Ventures.

This funding brings the company’s total funding to €60.6 million ($68 million).

Renato Circi, co-founder and Co-CEO of Sava, said, “For decades, continuous monitoring has been held back by the same legacy technology.

Peter Bodlund, Chief Executive Officer of Ascensia, commented, “Microsensor technology has the potential to transform the day-to-day monitoring experience for people with diab…

Unlike Mistral, this is a European company that offers high-quality, affordable AI inference powered by green electricity,” shared Christian in an exclusive interview.

The Berlin-based search engine recently made headlines after POLITICO reported that it was replacing Mistral with open models, including Chinese offerings such as Alibaba’s Qwen, Z.ai’s GLM and Moonshot AI’s Kimi.

However, Christian stressed that the company’s focus is on open models rather than their country of origin.

Addressing concerns about political censorship in Chinese AI models, Christian explained that Ecosia can switch to alternative models when dealing with sensitive subjects, such as questions about Taiwan.

This …

Klarent (formerly fore ai), a Zurich-based autonomous software testing startup, has closed a €7.13 million Seed funding round.

“With AI, code generation is scaling faster than our ability to test it, so QA will become the key bottleneck.

Instead of leaning on large language models to run tests directly, Klarent’s agents use LLMs only to author test code.

Once written, the test code executes in a deterministic, repeatable manner, combining the adaptability of AI with the rigour expected in production engineering.

At JD Sports, Klarent’s AI agents automate multi-system workflows across the e-commerce pipeline, an automation that the retailer said its own teams could not replicate.

Besso, a Bern-based startup that helps companies manage the complexity of international trade regulations, has secured €4.29 million (CHF 4 million) in funding.

Founded and headquartered in Bern, Switzerland, Besso helps multinational corporations turn the growing complexity of international trade regulation into a source of competitive advantage.

According to the company, global tariff teams miss out on preferential tariff rates on around 30% of eligible shipments.

Besso’s AI platform replaces the manual, error-prone processes reliant on spreadsheets, PDFs, and consultancy dependency that most companies currently use to manage their requirements.

Besso is positioning itself as the platform…

Elvy, a Stockholm-based Energy-as-a-Service company focused on the household energy transition, announced an undisclosed investment from Hollywood star Leonardo DiCaprio – as well as the rollout of a customer referral platform.

This isn’t the first time Leo has supported a European EnergyTech startup; having backed the German residential solar provider Enpal in 2023.

“Elvy is demonstrating that energy efficiency can be both measurable for homeowners and scalable as a business”, adds Leonardo DiCaprio.

The company aims to help households cut consumption, save money, and become active participants in Europe’s energy transition.

We wish the government would enable this, but until then, we crea…

What does it take to turn university research into a globally competitive startup? And what can Europe and Asia learn from each other when it comes to innovation, investment and emerging technologies? These questions shaped our visit to Singapore’s A5X conference, where EU-Startups was invited by NUSX, the National University of Singapore’s innovation and enterprise […]

The post From lab to launchpad – Our Time at the A5X Conference in Singapore, in partnership with NUSX appeared first on EU-Startups.

“We’ve validated the idea.” I hear that sentence from founders more than almost any other, and it usually comes with evidence. Thirty people loved it. Two hundred joined the waitlist. In a survey, 80% said they would use it, and a mentor called it a great idea. It sounds like progress. Most of the time, […]

The post Validating your idea is not customer discovery appeared first on EU-Startups.

Free, equity-free and built for early-stage founders. Applications for the 12th edition of Global Startup Awards (GSA) are now open, and early-stage startups can apply today. Seventeen GSA alumni have gone on to unicorn status, a company with a valuation of €1 billion or more. This edition gives the next group of founders a clear, […]

The post Global Startup Awards opens applications for its 12th Edition appeared first on EU-Startups.

Brighton-based Universal Quantum, a company building large-scale quantum computing systems for real-world use, today announced it has secured over €89 million ($100 million) in Series A funding – reprotedly marking the largest Series A ever raised by a quantum firm in the UK. The funding will accelerate the company’s global expansion, as well as the […]

The post Universal Quantum secures UK’s largest quantum Series A with €89 million to scale modular quantum computers appeared first on EU-Startups.

Copenhagen-based VC firm PSV has today announced the final close of PSV Tech Fund II at €56 million in order to back early-stage tech startups across the Nordics, often as their first investor – building on the first Fund’s success of 47 investments. Chr. Augustinus Fabrikker and Nordea-fonden join the fund as new investors alongside […]

The post Building on Fund I’s success, PSV Tech closes Fund II at €56 million with 19 investments already made appeared first on EU-Startups.

NeoFleet Capital, a Limassol-based investment and technology platform that finances professional taxi fleets, has raised €3.5 million in pre-Seed funding. The round was backed by Mark Loughran, former President and CFO of global ride-hailing operator inDrive, along with other private investors, and he has joined NeoFleet Capital as President and co-founder. “We address a fundamental […]

The post Limassol-based NeoFleet Capital raises €3.5 million to finance taxi fleets across emerging markets appeared first on EU-Startups.

This week, we tracked more than 70 tech funding deals worth over €818 million and over 10 exits, M&A transactions, rumours, and related news stories across Europe.

It’s been another busy week for European tech, with major funding rounds spanning quantum computing, energy, and healthtech.

We also explore Europe’s industrial competitiveness, cross-border deeptech collaboration, and the founders building everything from satellite communications to more transparent consumer technology.

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.

The free, open-access Tech.eu Funding Explorer offers deeper ins…

The Fourth Law and Odd Systems today unveiled Project Foundation, a semiconductor initiative to mass-produce uncooled thermal sensors in Europe and the United States.

The project aims to expand European thermal sensor production to four times its current level and US production to twice its current level within three years, building a new industrial base for defence and everyday applications.

Project Foundation plans to finance development through investment from The Fourth Law and Odd Systems, external equity, debt financing, grants, and customer pre-sales.

By bringing together research expertise and industrial capabilities, Project Foundation aims to develop cost-effective microbolometer …

The UK prime minister today confirmed that the UK plans to ban non-compete clauses in workers' employment contracts, marking a boon for the UK startup sector.

According to a video of Burnham speech, reported by Politics UK, Burnham said non-compete clauses “stunt innovation” and likened the rule change to the “Bosman ruling for the innovation sector”.

The move follows a campaign by leading tech startups such as ElevenLabs and Synthesia to limit the use of non-compete clauses and extended notice periods.

Non-compete clauses are a provision in an employment contract that restricts an employee from working for a competing business or setting up a new startup.

The government will now lay out pl…

The US chip powerhouse announced the creation of the Open Secure Al Alliance, whose members include leading European tech companies Mistral, Hugging Face, and UiPath, in July this year, just days after the Hugging Face incident.

The coalition is designed to develop and share tools for AI safety and cybersecurity.

Other members include Microsoft, Adobe and Dell but not Google, Anthropic, Meta and OpenAI, according to the alliance website.

The alliance website lists more than 100 leading tech companies.

The letter called on the White House to support open source AI efforts and was signed by over 200 tech companies.

Autentic AI has raised €1.5 million in pre-seed funding from venture capital firms Baobab Ventures, Lanai Ventures, Acurio Ventures and Masia VC.

The platform aims to address the time and cost associated with traditional market research, which can limit how frequently companies gather customer feedback.

Autentic AI seeks to make research more accessible, allowing businesses to gather customer insights more regularly and use them to inform their decisions.

Autentic AI currently conducts around 1,000 interviews per day and expects to complete more than 400,000 by the end of 2026.

To support the reliability of its findings, Autentic AI works with verified participants who are compensated for t…

September marked a strong rebound in European tech funding after a slower August.

Companies raised €15.8 billion across 300 funding deals, compared with €3.2 billion across 165 deals in August.

This represents an increase of almost 394 per cent in funding value, while deal volume rose by around 82 per cent month on month.

IndustriesCloud was the leading sector by investment volume in European tech startups in September 2026, capturing 35 per cent of the month’s total funding, at €5.5 billion.

ExitsExit activity across the European tech ecosystem remained active in September, with 39 transactions recorded during the month.

Observability platform OllyGarden has raised $4 million in venture capital funding to further develop its technology for improving telemetry quality.

Launched in 2025, OllyGarden helps companies manage the quality of telemetry data used to monitor their software systems.

Its platform continuously evaluates telemetry quality, identifies problems and turns findings into fixes at the source, preventing unreliable data from reaching observability backends.

This allows engineers and AI agents to work with more accurate information while reducing the costs of storing and processing unnecessary data.

The aim is to help organisations apply consistent instrumentation practices across teams, code rep…

TrueLayer, a UK payments fintech looking to disrupt the dominance of card payments, has captured a $27m investment round, led by an Italian state-backed investor, a first-time investor, as it looks to bolster its presence in Italy, it said today.

Backed by Stripe and Tiger Global, TrueLayer leverages open banking technology to allow customers to make online transactions.

The funding round was led by Italy's CDP Venture Capital, along with a consortium of new and existing investors.

The funds will be used to help further build its presence in Italy.

Simoneschi, co-founder and CEO of TrueLayer, said: "We started TrueLayer with a simple belief: Europe deserves payment infrastructure built in E…

Ireland’s tech ecosystem recorded around €630 million in funding in H1 2026, placing the country among Europe’s top 10 by total tech funding raised during the first half of the year.

Capital was highly concentrated at the top, with the five largest rounds accounting for nearly three-quarters of the total.

Series C rounds alone brought in almost €157 million, while Series A and Series B activity also contributed significantly to the total.

Overall, H1 2026 points to an Irish tech ecosystem combining larger growth-stage financings with continued early-stage activity.

Here are the companies that raised the most in H1 2026.

Today sees the launch of an industrial tech corridor between Britain and Germany as the Prime Minister visits Berlin.

Dr Karsten Wildberger, Federal Minister for Digital Transformation and Government Modernisation, said:"Together with the UK, we're building an ideal launchpad for AI companies to scale internationally.

The UK-German Tech Corridor will accelerate scale-ups to enter Europe’s most advanced AI ecosystems.

Francesco Sciortino, Co-founder and CEO, Proxima Fusion, said:“Proxima Fusion is developing Europe’s first commercial fusion power plant, with British engineering playing a key role.

As the UK’s second-largest trading partner Germany already contributes some €183 billion to the…

A UK university spinout building large scale quantum computing systems for real-world use has raised $100m in funding, which it says it the largest Series A raised by a UK-headquartered quantum firm.

Founded in 2018 as a University of Sussex spinout, Universal Quantum’s point of difference to some of its peers is its commitment to scale.

While many quantum startups chase near-term breakthroughs or develop quantum software that runs on someone else’s hardware, Universal Quantum is tackling a key bottleneck: how to build fault-tolerant quantum computers with millions of error-corrected qubits; economically, reliably and at scale.

Doctor Sebastian Weidt, CEO and co-founder of Universal Quantum…

Innercrowd has raised €750,000 in funding to accelerate its international expansion as festivals across Europe look for new ways to drive ticket sales.

According to the European Festival Survey 2025, only 17 per cent of surveyed festivals were fully sold out.

Several major European festivals have experienced slower ticket sales, with some events also facing cancellations due to weaker-than-expected demand.

By encouraging fans to buy earlier, the platform also gives them more time to promote festivals among their networks.

Fans can create and share content, promote line-ups, encourage friends to attend and sell tickets.

TODAY, an AI startup helping financial and insurance advisors automate their work has raised €2.8 million in seed funding.

TODAY's platform uses AI agents to support advisors before, during and after interactions with clients.

According to TODAY, advisors using the platform save an average of five hours per week on administrative work and can generate up to 10 per cent more revenue.

While AI reshuffles financial advice, we scale the human touch.

TODAY will use the seed funding to expand further across the DACH region and extend its platform to cover more of advisors' front- and back-office operations.

Today, PSV Tech announced the final close of Fund II at €56 million.

PSV Tech was launched in 2020 as part of PSV Venture House, with a mission to back Nordic founders before product-market fit.

They don’t need to build really big teams really quickly.”But Uth stresses that PSV Tech isn't simply seeing startups built around existing AI models.

Fund II gives us the capital to keep doing exactly that – now across the Nordics.”Making the flywheel NordicSince its first close, PSV Tech has made 19 investments from Fund II.

Portfolio companies Teton and Spektr, which PSV Tech backed early, have since raised $20 million Series A rounds.

Verso, an AI-powered consumer intelligence platform, has raised $6 million in seed funding.

Large companies invest heavily in consumer research to inform product development and marketing decisions, but the process can be expensive and time-consuming.

Verso was co-founded by Lydia Bellahouel and Camille Epitalon to make consumer insights more readily available when business decisions are made.

The platform manages the consumer research process from study design and participant recruitment to AI-moderated video interviews and automated analysis.

Bellahouel said the idea for Verso came from seeing companies struggle to access consumer insights when decisions were being made.

On Monday, the network announced a $1.6 million seed round from top players in the media ecosystem, including Powerhouse Capital, Axel Springer SE (which owns Business Insider and Politico), the popular media publication LadBible, and angel investors from OpenAI and DeepMind. With this fresh capital, the network is announcing its largest expansion yet.

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

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

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

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

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

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

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

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