This is how you rotate an image on an iPhone and on a Nothing Phone:It’s a pretty standard control – tap once to rotate counterclockwise, tap a second time to do it again, etc.

Now, I’m going to exaggerate the problem a bit and tap 90-degree rotation quickly eight times.

Eight times should result in what engineers call a “no op” – the image rotating twice in full, and ending up where it started.

Photo-taking on phones is typically casual.

Phone cameras are typically very good at detecting the photo orientation – but get confused when you’re pointing down.

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Checking your browser before accessing pubmed.ncbi.nlm.nih.gov ...Click here if you are not automatically redirected after 5 seconds.

In some cases, as the example below, the book club appears to be fictional, with no trace of it to be found online.

On the right, instructions from “Dawn”, impersonating Brooklyn Smutty Book Club with a “feature program” offer, from today.

I have also collected a large amount of payment information for book club (and other) AI scammers.

In keeping with that, I’m increasingly seeing what looks to be a descendant of the book club scam: the “reading challenge” scam, which also offers “spotlight features” for a fee.

This scam sends out elaborate email solicitations pitching book reviews from private communities of (supposedly) thousands of passionate book lovers.

Zo is free to try, forever.

On the free plan, you get access to a limited selection of AI models with a daily usage allowance.

You can add a payment method to purchase additional credits and access all AI models.

You can try most of Zo's features on the free plan, but your computer will go to sleep, and some features may be limited.

Zo comes with the latest AI models for chatting, generating media, and transcribing audio.

A landmark study from researchers at the Texas A&M University Naresh K. Vas h isht College of Medicine suggests the inflammatory tide responsible for brain aging and brain fog might actually be reversible.

And the solution doesn’t involve brain surgery, but a simple nasal spray.

The findings, published in the Journal of Extracellular Vesicles, could reshape the future of neurodegenerative therapies and may even change how scientists think about brain aging itself.

What we’re showing is brain aging can be reversed, to help people stay mentally sharp, socially engaged and free from age-related decline.

Backed by the National Institute on Aging (NIA), the Texas A&M team pooled collaborative kn…

The officials call the condemned man "the interested party" or "the patient" or refer to him by a number.

We all know that the great argument of those who defend capital punishment is the exemplary value of the punishment.

"The morning of the execution, the condemned man was in a very bad mood and refused the consolations of religion.

It is only fair to point out that in our country capital punishment is rarely applied in such cases.

We might remind them, too, that hard labor leaves the condemned man the possibility of choosing death, whereas the guillotine offers no alternative.

Something like:LLM calls get_wildfire_data() → receives 2,000 fire polygons as GeoJSON LLM calls render_map(geojson: ...) → passes that GeoJSON alongIn practice, a modest wildfire dataset is 50–500KB of raw GeoJSON.

Why This Mirrors MapboxMapbox's core model is: sources provide data, layers define how to render it, and layers compose in declaration order.

We fetch a Mapbox Static API image as the base tile — terrain, roads, labels — and then composite the data layers on top of it using canvas.

can't be answered precisely from the queued layer data — the LLM would need a separate tool that returns that as text.

The signal to look for: Tool A fetches data → LLM receives it → LLM passes it dir…

A short introduction to doing modeling, state estimation, motion planning, and control for quadcopters.

Once you finish this you’ll have a good understanding of how a quadcopter can be made autonomous.

I’ve also included references in every post for those that want a more rigorous look at the topics that I discuss.

However, even after reading all the research papers I could find I was just as confused as when I started.

I just wanted a short, simple, and straightforward overview of the parts that go into making a quadcopter autonomous.

As a result, scientists can observe epithelial cells stitching damaged tissue back together.

Even more importantly, many of the fundamental mechanisms of wound healing appear to be conserved.

“A lot of the processes that we see in Clytia’s wound healing are really similar to what you see in all other systems, including mammalian systems,” Malamy explains.

In fact, she adds “When you're staring at these epithelial cells, you wouldn't know this was a jellyfish.

Confocal microscopy images of tiny wounds within and between Clytia epithelial cells.

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

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Completely unremarkable output, except for one detail: the PHP engine that served it contains zero lines of PHP’s actual source code.

PHP ships with its own test suite — about 22,000 .phpt files written by the PHP internals team over three decades.

The scoreboard runs all of it, and the pass rate is auto-generated into the repo after every run.

Current score: 3,844 of 22,037 — 17.4% of the entire upstream PHP test suite.

Whole categories of tests — obviously simple ones — kept failing with diffs that looked identical to the expected output.

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The short version is that newer Claude models sometimes call Pi’s edit tool with extra, invented fields in the nested edits[] array.

What surprised me is that this is getting worse with newer Anthropic models as both Opus 4.8 and Sonnet 5 show it but none of the older models.

In other words, the SOTA models of the family are worse at this specific tool schema than their older siblings.

When older Anthropic models were trained, they were trained on some tools (some of which were documented).

If the newest models get better at solving the task while getting worse at faithfully emitting an alternative tool schema, then the harness needs stronger guarantees somewhere.

No emulation: this is the real 2003 engine compiled for ARM64, rendering DirectX 8 → DXVK → Vulkan → MoltenVK → Metal.

No game assets are included or distributed.

License & creditsEngine code GPL v3 (EA's source release → GeneralsX → this fork).

Game assets: not included, not licensed here.

Credits: Westwood/EA Pacific (the game), EA (the source release), fbraz3/GeneralsX (the base port), TheSuperHackers/GeneralsGameCode (community mainline), DXVK, MoltenVK, SDL, OpenAL Soft, FFmpeg, Liberation Fonts.

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Two years ago I bought a pair of Gizmo watches for my kids (review ).

There's a companion app for texting and configuration ("Gizmohub"), and Verizon is moving everyone over to a new one ("Verizon Family").

On 2026-06-17 I talked with Verizon support's virtual assistant for a while, and then an associate for half an hour.

They were not able to resolve the problem, and said that Verizon Family does not yet support cases where you have Gizmos as your only Verizon lines of service.

They said they're working on fixing the problem, it will be at least 4-5 business days, and they won't take down Gizmohub until Verizon Family is working.

BareMetal RAM DumperA simple x86 bare-metal tool designed to boot from a disk/USB and dump the system's RAM directly to the booting medium.

It relies on BIOS interrupts to boot and perform disk operations, and enters unreal mode to access memory above the 1MB barrier.

Unreal Mode: Switches temporarily to unreal mode to access and read 32-bit physical memory addresses.

Direct Disk Write: Uses BIOS INT 0x13 AH=0x43 (Extended Write) to write the memory contents directly back to the boot drive starting at LBA 64.

For each chunk, it switches to unreal mode to copy data from high memory into a low memory buffer ( 0x90000 ).

Dark mode with web standardsRespecting the user’s OS setting is straightforward: use the prefers-color-scheme media query in CSS.

To override the OS setting via a control in your web app or site, use JavaScript to update the content attribute value to light to force light mode, dark to force dark mode, or light dark to revert back to the OS setting.

If you’re providing an in-page toggle that implements dark mode, you can’t adopt the prefers-color-scheme media query.

< iframe style = "color-scheme: light;" src = "/example.html" > < iframe style = "color-scheme: dark;" src = "/example.html" >As you can see in the above example, the @media (prefers-color-scheme: dark) styles are being applied …

Wine Is Not an EmulatorWhen running a Windows program under Wine on x86_64, both Windows code and Linux code exist in the same address space in a single process.

That code will be outside of the emulation address range and can make native Linux syscalls.

Unfortunately, if we try this, we discover that this opens the maps file for the wineserver process and not our actual process.

If we somehow determine the native Linux process ID of our process, we will be able to grab useful pointers from the maps file.

Unlike a winelib, it is intentionally not possible to freely mix Win32 and Linux code in the same module.

The short version is that newer Claude models sometimes call Pi’s edit tool with extra, invented fields in the nested edits[] array.

What surprised me is that this is getting worse with newer Anthropic models as both Opus 4.8 and Sonnet 5 show it but none of the older models.

In other words, the SOTA models of the family are worse at this specific tool schema than their older siblings.

When older Anthropic models were trained, they were trained on some tools (some of which were documented).

If the newest models get better at solving the task while getting worse at faithfully emitting an alternative tool schema, then the harness needs stronger guarantees somewhere.

Returning to ZigFrom Zig to Rust to Zig again· 9 min · #computingZig is rising in popularity.

But this whole experience got me to explore Zig as a programming language seriously for the first time in a few years.

I am confident that today's Zig code will be just as recognizable in six years.

I'm aware that Zig does not provide the same memory safety guarantees as Rust.

Instead of disabling assertions in ReleaseFast, Zig trusts that you have done the testing required to prove that your assertions are correct and those paths unreachable, allowing Zig to optimize code.

I talked with the CTO, we discussed details of the process, the teams, the job as an Elixir developer, and everything seemed perfect.

I waited for that Monday to see what interesting projects I might be working on for that one week.

Day 1#I checked my email and saw some credentials to log in to my (temporary) corporate email, standard stuff.

It took a while, so after spending 2–3 of my 40 contracted hours just trying to access Slack, I finally got in.

I think it went quite okay.

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Bad Epoll (CVE-2026-46242) is a race-condition use-after-free in the Linux kernel's epoll subsystem.

Bad Epoll was reported and exploited by Jaeyoung Chung as a 0-day submission to Google kernelCTF, which rewards a Linux kernel exploit with $71,337+.

Note Anthropic's AI, Mythos, found another race bug in the same epoll code but missed Bad Epoll.

Bad Epoll can also be triggered from inside Chrome's renderer sandbox, which blocks almost every other kernel bug.

Bad Epoll is the epoll counterpart.

Thoughts on coding agentsThe way I think about coding agents has shifted since last December.

An agent’s value isn’t true autonomy, but the value it creates when it collapses the gap between knowing what you want and having it.

We called them coding agents because we expected them to write software, and we quietly assumed that was the boundary of their usefulness.

So the coding agents quietly became a general-purpose harness for getting things done.

Coding agents collapse the execution cost so aggressively that the bottleneck moves.

BlogRelease v3.0.0 Release v3.0.0 July 1, 2026 — Immich Team Release notes for v3.0.0 — new merch, release candidates, mobile editing, workflows, recently added, and more!

Release candidates are tested but not yet official releases of Immich, and they allow us to find and fix any outstanding bugs before a final release.

If you would like to be notified about release candidates directly through Immich, you can change the release channel from "Stable" to "Release candidate" in the Admin settings > Version check options ( here ).

New release channel option in version check settingsNew MerchAs part of this release, we're happy to announce we also have some new swag for you!

You can now edit pho…

It’s named after the primary two ways this early veresion is likely to fail: the thundering herd (its mesh replication protocol) and the Thanos Snap (which is likely to lose roughly have your data).

Thundersnap fundamentally needs Tailscale to work, so that its auth and mesh replication features are secure.

To create a new execution frame, use ts frame .

ts go :: creates a new frame that’s a perfect copy of the current one, except with a redhat root filesystem, and jumps into that.

You manipulate refs with the ts ref command, or the --ref flag when using ts frame .

Windows CE Dreamcast Community EditionA real, windowed Windows CE desktop — running on a Sega Dreamcast.

The Dreamcast shipped a stripped-down Windows CE 2.12 that retail games booted into and never exposed.

Windows CE Dreamcast Community Edition takes that same on-disc CE runtime and turns it into something you can actually use: a multitasking windowed desktop and an in-progress TCP/IP stack over the Broadband Adapter — all baked into a standard bootable Dreamcast disc.

-DDLLS=retail|debug retail retail = the stock OS DLLs (what real games run on).

NotesThis project builds on the Sega "Dragon" Windows CE for Dreamcast SDK (vendored).

I really need to fix that...# include < stdarg.h > # include < stdio.h > static char logBuffer [ MGBA_LOG_MAX_LINE ] ; void mgbalog ( u32 level , const char * format , .

# ifdef MGBALOG void mgbalog ( u32 level , const char * format , .

. . ) ; # define mgbalog ( .

There are mgba logging libraries out there if you don't want to roll your own.

Or if you are using an engine like Butano, it already has mgba logging built in.

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# Python from secretspec import SecretSpec resolved = ( SecretSpec.

set_as_env () # export into os.environ// Node.js / TypeScript const { SecretSpec } = require ( ' secretspec ' ); const resolved = SecretSpec .

SetAsEnv () // export into the environment# Ruby resolved = Secretspec :: SecretSpec .

secretspec schema emits a JSON Schema for your manifest, the union of all profiles or one profile with --profile .

Terminal window pip install secretspec # Python npm install secretspec # Node.js / TypeScript gem install secretspec # Ruby go get github.com/cachix/secretspec/secretspec-go # GoFor Haskell, add secretspec from Hackage to your build-depends .

Simon Sharwood / The Register:

AWS says Mechanical Turk will no longer accept new customers and that it is placing the crowdsourcing service in maintenance, signaling its future retirement — Workers who use OG crowdsourcing platform say AWS is closing accounts — Amazon Web Services will stop accepting new customers …

Aisha Down / The Guardian:

Source calls UK- and OpenAI-touted plans in 2025 for Stargate's ~£20B Cobalt site a PR stunt; OpenAI and Nscale failed to visit Cobalt or lodge planning forms — Exclusive: £20bn of ‘potential’ £30bn AI investment touted by UK ministers appears to have been hypothetical

Marcel Thee / Nikkei Asia:

Indonesia's enforcement of social media restrictions for under-16s has been patchy, with tech companies ignoring the rules and youth still accessing platforms — JAKARTA — Andreas Humala, a multimedia lecturer at the London School of Public Relations in Jakarta, recently overheard …

Katherine Bindley / Wall Street Journal:

How some high-income families use AI-powered private schools and tutors, such as Alpha School, to teach their children life skills and tailor their curriculum — People who can afford to send their grade-school kids anywhere are choosing new alternative education

Financial Times:

A look at the troubled rollout of the EU's automated biometric entry/exit border system, as airport operators warn of severe delays ahead of the summer holidays — Automated system first mooted in 2008 was meant to keep out criminals — instead, it is delaying travellers

Nilesh Christopher / Los Angeles Times:

How ByteDance is making Hollywood inroads with its Seedance video generator, thanks to low pricing, striking realism, and features like timeline-based prompting — - 8 min Click here to listen to this article … - A viral AI video of Brad Pitt and Tom Cruise sparked industry outrage …

Jason Hiner / The Deep View:

Q&A with Doug Brooks, senior product manager of Apple silicon, about Mac minis becoming preferred AI agent machines, future of on-device AI, and more — W — alk into any of the frontier AI labs, and you'll find wall-to-wall Macs. — Decisions Apple made years ago …

Bloomberg:

Official data shows Hong Kong accounted for 50%+ of China's $239B in chip imports in the first five months of 2026, a record share, up from ~33% a decade ago — Hong Kong has become a vital conduit for high-tech products moving in and out of China, emerging as one node in a $2 trillion network …

Robert P Baird / The Guardian:

A profile of Google DeepMind philosopher Iason Gabriel, whose work has tracked, and in many cases predicted, the ethical challenges posed by the success of LLMs — Since 2017, Iason Gabriel has worked at the tech giant, trying to anticipate - and think through - the impact of AI.

Mari Kiyohara / Bloomberg:

Micron breaks ground on its ~$9.3B Hiroshima factory expansion, part of its global ramp-up to meet AI demand, and plans to start HBM shipments from summer 2028 — Micron Technology Inc. on Saturday broke ground on the expansion of its factory in western Japan, a ¥1.5 trillion ($9.3 billion) …

Duc Dao / TNGlobal:

Singapore-based dConstruct Robotics, which develops spatial tech to let autonomous robots operate in complex, GPS-denied environments, raised a $125M Series A — Singapore-based dConstruct Technologies has closed a $125 million Series A funding round, marking the standout achievement …

Anna Heim / TechCrunch:

Prague-based EquiLibre, which offers AI for quant hedge funds and is founded by three ex-Google DeepMind researchers, raised a Series A at a $500M valuation — Three former DeepMind researchers who created an AI that beat humans at poker have now applied the same technology to trading stocks — and the bet appears to be paying off.

Madison McLauchlan / BetaKit:

Montreal-based Stathera, a maker of MEMS-based silicon timing components for chips, raised a $55M Series B led by Maverick Silicon, taking total funding to $75M — Stathera has raised $55 million USD ($78 million CAD) to boost production of its semiconductor clock technology amid an AI-fuelled push for compute power.

Gene Maddaus / Variety:

Midjourney wants Disney, Universal, and Warner Bros. to reveal in court how they use AI across their companies; studios sued Midjourney in 2025 for infringement — The studios sued the AI image lab last year, accusing it of enabling massive infringement of their copyrighted characters.

Bloomberg:

A look at the quant fund frenzy in China, as assets under management have more than doubled to ~$384B in less than a year amid rapid AI adoption — Quant funds in China have become so popular that they are being deluged with investors' money. — Ubiquant, one of the top players …

Jeremie Eliahou Ontiveros / SemiAnalysis:

Meta could use its compute for its own models, ad scaling, SpaceX-like neocloud deals, and hosting 3rd-party models; it may be close to an Anthropic deal — Zuck Takes Plan B? SpaceX 2.0, Bedrock 2.0, MSL Isn't Giving Up, Scaling RecSys by 10x... ClusterMAX ranking coming soon?

M.G. Siegler / Spyglass:

Meta getting into the cloud business has been inevitable for a long time, as it seeks to diversify beyond ad revenue and monetize its AI buildout — Their need to diversify the business meets the AI build out concerns... Meta has a problem. Well, two of them, actually.

Divya Arya / BBC:

Instagram has been running ads promoting child sexual abuse material in India, with terms like “rape video” and “child video” and linking to Telegram channels — Warning: This story contains descriptions of abuse — Instagram has been running paid adverts promoting …

Financial Times:

An interview with Sriram Krishnan, who says “there will not be an FDA for AI” under Trump, blames the AI backlash on the industry's “doomer” messaging, and more — Sriram Krishnan tells the FT the president is against a centralised regulator as AI backlash grows

Giles Turner / Bloomberg:

Texas AG Ken Paxton opens an investigation into StubHub following complaints of last-minute ticket cancellations for FIFA World Cup matches — Texas Attorney General Ken Paxton has opened an investigation into StubHub following reports that some fans who bought World Cup tickets through …

Wall Street Journal:

How Jeff Bezos' changing relationship with President Trump has impacted his companies, including increased federal contract awards during Trump's second term — Space company has booked rapid growth under this administration, after founder spent president's first term being ‘hated’

Reuters:

Filing: GoDaddy challenges a New Delhi court ruling requiring domain sellers to stop offering privacy by default, saying it could expose website owners globally — The world's biggest internet domain seller, GoDaddy, has warned that India's crackdown on fake websites impersonating famous brands …

Reuters:

India's IT secretary said the country is investigating a data breach at Apple supplier Tata, which exposed files that included photos of iPhone 18 Pro models — India is investigating a data breach at Tata Electronics that exposed documents linked to Apple's (AAPL.O) unreleased iPhone 18 Pro …

Declan Harty / Politico:

Pitch document: Chris Larsen and Palmer Luckey invested an undisclosed amount in APEC, a derivatives exchange founded by the son of Senator Kirsten Gillibrand — Democratic megadonor Chris Larsen has backed Sen. Kirsten Gillibrand's political campaigns several times over the years.

The Information:

Sources: Alibaba has banned employees from using Claude Code and asked them to remove all Claude models from their work computers, citing security concerns — Alibaba Group has banned employees from using Anthropic's Claude Code, and asked them to remove all Claude models from their work computers …

Janko Roettgers / The Verge:

A look back at BitTorrent, launched by Bram Cohen 25 years ago, and how media piracy fueled its growth while its architecture shielded it from legal liability — Cath Virginia / The Verge … Twenty-five years ago today, a young, little-known programmer by the name of Bram Cohen fired off …

Codex plugin for Claude CodeUse Codex from inside Claude Code for code reviews or to delegate tasks to Codex.

If Codex is missing and npm is available, it can offer to install Codex for you.

If you prefer to install Codex yourself, use:npm install -g @openai/codexIf Codex is installed but not logged in yet, run:!

It gives you the same quality of code review as running /review inside Codex directly.

If Codex is missing and npm is available, it can offer to install Codex for you.

LogtoLogto is the modern, open-source auth infrastructure for SaaS and AI apps.

It takes the pain out of OIDC and OAuth 2.1 and makes it easy to build secure, production-ready auth with multi-tenancy, enterprise SSO, and RBAC.

Built for teams scaling SaaS, AI, and agent-based platforms without the usual auth headaches.

Flexible integration : SPAs, web apps, mobile apps, APIs, M2M, CLI tools.

: SPAs, web apps, mobile apps, APIs, M2M, CLI tools.

It uses the Claude Agent SDK and the Pi SDK side by side—building on what we found great and improving areas where we've desired improvements.

Google OAuth Setup (Gmail, Calendar, Drive, YouTube, Search Console)Google integrations require you to create your own OAuth credentials.

ArchitectureCraft Agents uses two agent backends:Claude — powered by the Claude Agent SDK, which natively supports custom base URLs and provider routing.

Pi — powered by the Pi SDK, which handles Google AI Studio, ChatGPT Plus (Codex OAuth), GitHub Copilot OAuth, and OpenAI API key connections.

Third-Party LicensesThis project uses the Claude Agent SDK, which is subject to Anthropic's Commercial Terms of Service.

💰 ~1.6B Free Tokens / MonthStacking free tiers by hand is painful — dozens of SDKs, dozens of rate limits, and no idea how much you actually have.

~1.6B free tokens / month (steady) — and up to ~2.1B in your first month with signup credits.

→ CLI Integrations 🛰️ Remote mode — drive a remote OmniRoute from any machine with scoped access tokens ( omniroute connect / omniroute contexts / omniroute tokens ), plus an omniroute login antigravity helper that runs Google "native/desktop" OAuth on your own machine and pastes a credential blob into a remote/VPS install (where the loopback redirect is unreachable).

Blocked region: free providers + global/per-provider proxy → access AI from any country…

Introducing video-use — edit videos with Claude Code.

Drop raw footage in a folder, chat with Claude Code, get final.mp4 back.

The agent handles the clone, dependencies, skill registration, and prompts you once for your ElevenLabs API key (grab one at elevenlabs.io/app/settings/api-keys).

Clone and symlink into your agent's skills directory git clone https://github.com/browser-use/video-use ~ /Developer/video-use ln -sfn ~ /Developer/video-use ~ /.claude/skills/video-use # Claude Code # ln -sfn ~/Developer/video-use ~/.codex/skills/video-use # Codex # 2.

Install deps cd ~ /Developer/video-use uv sync # or: pip install -e . brew install ffmpeg # required brew install yt-dlp # optional, for d…

🎭 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 …

Strix The open-source AI pentesting tool.

Autonomous AI hackers that find and fix your app’s vulnerabilities.

Strix OverviewStrix are autonomous AI penetration testing agents that act just like real hackers - they run your code dynamically, find vulnerabilities, and validate them through actual proof-of-concepts.

Built for developers and security teams who need fast, accurate security testing without the overhead of manual pentesting or the false positives of static analysis tools.

Results are saved to strix_runs/☁️ Strix PlatformTry the Strix full-stack penetration testing platform at app.strix.ai - sign up for free, connect your repos and domains, and launch a pentest in minutes.

Create public boards, set up webhooks, use card stamping, and track unlimited users - free for up to 1000 items.

It is free for open-source projects; its commercial-friendly free tier includes up to three aspects.

Free for public GitHub repositories, and free tier with 100 Mb, 1000 Operations, and 15 minutes of minimum interval.

The free tier offers 100GB/month of free data ingest, one free full-access user, and unlimited free primary users.

CockroachDB Cloud - Free tier offers 50 million RUs and 10 GiB of storage (same as 15$ worth) free per month.

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

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

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We've built a feed-forward 3D foundation model for streaming 3D reconstruction!

📋 TODO✅ Release evaluation benchmark ✅ Oxford Spires dataset ✅ KITTI dataset ✅ VBR dataset ✅ Droid-W dataset ✅ TUM-D dataset ✅ 7-scenes dataset ✅ ETH3D dataset ✅ Tanks and Temples dataset ✅ NRGBD dataset✅ Release demo scripts ✅ Indoor long-video demo (Featured indoor walkthrough) ✅ Outdoor long-video demo ✅ LingBot-World demo ✅ Aerial long-video demo⚙️ Installation1.

[vis] "📦 Model DownloadModel Name Huggingface Repository ModelScope Repository Description lingbot-map-long robbyant/lingbot-map Robbyant/lingbot-map Better suited for long sequences and large scale scenes (Recommend).

🎬 Interactive Demo ( demo.py )…

A self-hosted, real-time collaborative travel planner — with maps, budgets, packing lists, a journal, and AI built in.

Helm (Kubernetes)helm repo add trek https://mauriceboe.github.io/TREK helm repo update helm install trek trek/trekSee charts/README.md for values.

Install as App (PWA)TREK works as a Progressive Web App — no App Store needed.

If you previously mounted /app , switch to the two mounts above; your data in data/ and uploads/ is preserved.

false OIDC_ADMIN_CLAIM OIDC claim used to identify admin users — OIDC_ADMIN_VALUE Value of the OIDC claim that grants admin role — OIDC_SCOPE Space-separated OIDC scopes.

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

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

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Reload to refresh your session.

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What is graph paper?

Graph paper — also called grid paper or squared paper — is paper printed with an even grid of squares that helps you draw to scale, plot data and keep work neat.

Is the printable graph paper free?

Every graph paper PDF here is completely free — no login, no sign-up and no watermark.

How do I print graph paper at the right size?

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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Changelog News!

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

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

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

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

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

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

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

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

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

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

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

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

Changelog News!

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

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

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

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

Changelog News!

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

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

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

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

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

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

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

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

Check out the speedrun to get started in minutes.

Some of my favorite practical Bluetooth gadgets are cheaper than you think.

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

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

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

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

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

Traveling soon? Scoop up these nifty gadgets ahead of your travels for less.

ZDNET's key takeawaysAndroid Auto now has a PDF app.

Android Auto has a number of surprising apps, including ones for finding a parking spot, ones for tracking storms, and even games.

Also: 6 Android Auto apps I wish I discovered sooner, because they make driving much easierWhen I opened the app, I was more confused.

Why does Android Auto need an Adobe Acrobat app?

The Adobe Acrobat app definitely won't make my daily rotation on Android Auto, but it's a sneakily useful app when I need it.

You can pick up a GoPro camera bundle for under $400 at Best Buy during the July 4th weekend.

The Hisense Canvas Art TV is on sale for $350 off during July 4th weekend.

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

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

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

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

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

After a brief hiatus, Anthropic's lauded Fable 5 model is back, and it's resetting the bar for automating work.

But before it was pulled, the Center for AI Safety (CAIS) tested Fable 5 on its Remote Labor Index (RLI), released in October 2025.

The resulting automation rate reflects the distribution of projects where evaluators found what the AI produced to be as good as or better than human professional work.

What this means for freelancersWhile the rate of AI model acceleration is significant in just a few months, that doesn't automatically translate to freelance job replacement or loss across the board.

At the rate models have been improving on other benchmarks that measure agentic skill,…

This weekend marks America's 250th birthday, which means you'll save big on TV deals from top brands, all thoroughly vetted and tested by our experts.

Change message historyI hate opening Apple Messages and seeing hundreds of old chats, so I like to manually delete most once I'm done with them.

Open Settings > Apps > Messages > Keep Messages, then choose 30 Days, 1 Year, or Forever.

Also: I never use a new iPhone until I change these settings - why they're such a big dealOpen Settings > Apps > Messages > Send and Receive.

Open Settings > Apps > Messages > Audio Messages > Expire, then choose Never.

Open Settings > Apps > Messages, then turn Summarize Messages off.

When you buy this refrigerator model on sale, LG will give you a free single-door refrigerator too - perfect for the garage or basement.

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

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

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

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

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

Fourth of July weekend is almost here, and there are plenty of deals to celebrate.

Several industry groups have raised public safety concerns about consumer plug-in solar kits. If in doubt about your installation, here's what to do.

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

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

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

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

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

Two hundred and fifty years after the signing of the Declaration of Independence, a new commercial asks: What if the Founding Fathers had access to Google Workspace?

As part of an ongoing legal dispute with three Hollywood studios, Midjourney is seeking to compel those studios to reveal how they use AI themselves.

Alibaba has reportedly classified Claude Code as high-risk software.

Mistral AI, which offers some open source AI models, has raised significant funding since its creation in 2023, with the ambition to “put frontier AI in the hands of everyone.”

The rise of AI has brought an avalanche of new terms and slang. Here is a glossary with definitions of some of the most important words and phrases you might encounter.

We’ve compiled an overview of some of the top alternative browsers available today aiming to challenge Chrome and Safari.

The $149 Dune keyboard can be a meeting controller at least and a script-executing keypad at best.

The Chevy Silverado EV is a solid first draft of an EV pickup truck. Here's what could make it better.

A government customer of NSO Group used the company's Pegasus spyware to hack into the phone of a European politician, who at the time was serving on an EU committee tasked with investigating the spyware industry.

If you're going to apply for Startup Battlefield Australia, now is the time. Applications close July 6, and once the deadline passes, the opportunity is gone.

At an internal meeting, the Meta CEO reportedly said that AI development efforts were not moving as quickly as anticipated.

True Anomaly and Rocket Lab are performing Top Gun-style satellite fly-bys for the US military.

Selby's VC firm Copper Sky Capital is currently raising a $300 million second fund, according to a regulatory filing.

IQM, a full-stack quantum company out of Finland, went public on the Nasdaq today at a valuation of about $1.9 billion.

Just for kicks, I took a look at Jersey Mike's IPO documents. Surely a sandwich shop would have no need to mention AI. But low and behold.

South Carolina's pine forests "have spent centuries hiding a secret as old as America itself," reports CBS News: In August 1780, British and American soldiers clashed there, leading to a terrible defeat for the Continental army [fighting for the 13 colonies rebelling against England]. Battlefield archaeologists Jim Legg and Steve Smith have been studying the site for decades, but recently, they made a shocking discovery: The sandy soil was home to several sets of remains buried in shallow graves. Metal buttons suggested the men had been Continental soldiers, but there was no other identification... About 2,000 Continental soldiers were killed, wounded or captured, and some men never returne…

As America began celebrating its 250th birthday Saturday, 842,000 homes reported power outages, notes ABC News. Figures from tracking site PowerOutage showed states in America's Northeast and Midwest were impacted by severe weather and extreme heat. That number, which will fluctuate throughout the day as crews work to restore power, is for households, meaning that the number of people impacted by these outages is likely to be much larger... Millions of Americans, however, will be contending with a heatwave that is blanketing much of the country, including in Philadelphia where the Salute to Independence Semiquincentennial Parade that had been set for Friday was canceled due to the dangerous…

Microsoft is apparently shifting its profits to countries with low taxes — and out of countries where they have many more employees and significant sales. Back in 2005 Former Microsoft CEO Steve Ballmer even said that a low corporate tax rate "is part of the overall advantage of doing business in Ireland," remembers long-time Slashdot reader theodp. (Ballmer added "It would be disingenuous to say otherwise.") But in 2026 the EU now requires a country-by-country compliance report, and the New York Times notes that Microsoft "was most likely the first major U.S. technology company to make a so-called country by country report of its finances to comply..." Like other big companies, Microsoft u…

At the end of 2025, the FSF launched LibrePhone project, which is working to "better understand and reverse-engineer the nonfree blobs used by a great majority of (if not all) system on a chip designs available today." The FSF's summer newsletter shares this update: We started with researching the proprietary files in Android phones supported by the Lineage project, an Android-based volunteer-led mobile phone operating system with much free software already in it. Our current, primary focus is on the radio blobs that control WiFi, Bluetooth, NFC, and cellular communications. The software freedom issues with mobile computing have been around for a long time, with the most challenging issue b…

"The owner of AOL and other tech businesses hit Wall Street with a $1.7 billion initial public offering Wednesday," reports the Associated Press: The company is getting $1 billion in proceeds, while the rest is going to shareholders. The stock surged 39.7% in its first day of trading under the symbol "BSP" on the Nasdaq, giving it a market value of $25.2 billion. Among the company's well-known holdings are the event creation and ticketing company Eventbrite, and the video hosting service Vimeo... AOL itself went public in 1992 and was a vanguard of technology and communication. It reached a market value of $164 billion in 2000 shortly before merging with Time Warner. It then crashed along w…

EchoStar's satellite pay-TV unit Dish DBS has filed for Chapter 11 bankruptcy protection, reports Reuters. The move also applies to its wireless subsidiaries, according to the article, and "facilitates the wind-down of Dish Wireless's 5G network operations following an unexpected delay in a spectrum license sale to AT&T... under which EchoStar agreed to sell about 50 megahertz of its nationwide spectrum for $23 billion." Some context from Deadline.com: Charlie Ergen, who co-founded EchoStar and Dish, recently returned as chairman and CEO to steer the company through its recent challenges...

Even prior to the merger, Ergen had been working to pivot from the pay-TV business, where Dish now ha…

Slashdot reader wiredmikey writes: AI security researchers have uncovered a structural security flaw dubbed GuardFall that allows decades-old Bash shell tricks to bypass safeguards in most open source AI coding agents. By exploiting shell behaviors such as quote removal and variable expansion, attackers can hide malicious commands in repositories, README files, Makefiles, or other content consumed by AI agents. If executed — particularly in auto-approve or CI environments—the commands can steal credentials, compromise developer systems, or enable software supply chain attacks. According to researchers at Adversa AI, the 11 popular open source AI coding agents tested, only one successfully b…

The Verge argues that researchers "have made genuine progress in quantum computing — it's just been largely incremental and too esoteric to immediately capture the public's imagination." And there are predictions that quantum computers will finally do something useful as soon as 2028: The drama can overshadow the real progress in quantum computing...

Researchers have improved the qubits themselves, so they hold onto information longer. When they hold onto information longer, you can fit in more operations and do more complicated algorithms. Last November, Andrew Houck of Princeton University and his colleagues reported that they'd made a superconducting qubit that can hold onto information …

Startup Ampera has unveiled what it calls the first 3D-printed nuclear reactor module, built around a silicon-carbide core and pressure vessel designed for a thorium-based microreactor. The company says future systems could deliver 15 or 30 megawatts for up to 30 years without refueling. When The Register asked about availability, their spokesperson said: "We expect the power generation portion of the system to be available as early as 2027, with the nuclear module being available to customers about 2030 based on regulatory approval." From the report: Founder and CEO Brian Matthews revealed the prototype microreactor, which features a fully 3D-printed silicon carbide reactor core and pressu…

An anonymous reader quotes a report from TechSpot: Video Game History Foundation founder Frank Cifaldi recently supported claims that piracy is the only effective way to preserve video games. The comments lay the blame squarely on game companies' refusal to keep legacy content available or allow archivists to build legal repositories. Sony's announcement that all PlayStation games will be digital-only from 2028 onward has sparked concern that titles will become harder to preserve and more easily vanish, since the company's servers will become the sole point of distribution. In an official statement, Cifaldi noted that the end of physical PlayStation games has surprisingly little impact on t…

Alibaba has reportedly banned employees from using Anthropic's Claude Code and directed them to its own Qoder platform amid a growing dispute over features that can help identify China-linked users. Reuters reports: The ban is part of a deepening spat between the two companies after Anthropic accused Alibaba of illicitly extracting its Claude AI model capabilities -- a dispute that highlights the frantic race between the U.S. and China to take the lead in artificial intelligence. [...] Anthropic said last month that it had suffered a strike by Alibaba, which it described as a "distillation" effort that involves training a less capable model on the outputs of a stronger one. The distillation…

Valve has open-sourced the design for a customizable e-ink front panel for the Steam Machine, dubbed the "Inkterface." "All of it is available on their GitLab under the MIT license, which goes over everything you need to make your own and stick it on the front of your fancy new Steam Machine," reports GamingOnLinux. From the report: They're now calling it the "Inkterface" and there's a good few things you'll need to make it including:

1 x Adafruit ESP32 Feather with 2MB PSRAM.

1 x Adafruit eInk Breakout Friend.

1 x Adafruit 5.83" Monochrome eInk Panel.

13 x M2.5 x 5mm Pan Head Machine Screws.

4 x 1/4" x 1/4" x 3/16" Stepped Magnet SB443-OUT. Valve even provided a video on the GitLab showing…

An anonymous reader quotes a report from Ars Technica: Researchers have found a never-before-seen piece of macOS malware that combines a series of clever tradecraft to infect Macs with stealthy, custom-developed credential-stealing code. The malware is delivered in two stages. The first is distributed in a disk image that masquerades as Maccy, a clipboard manager for Macs. It's compiled as AppleScript that is notable for the way it delivers the second stage. The malware is named PamStealer because the Rust-written infostealer uses the Pluggable Authentication Modules interface built into macOS to validate the target's login password before sending it to an attacker-controlled server. [...] …

Представьте: вы нанимаете копирайтера и пишете ему «напиши что-нибудь про наш продукт». Что получите? Что-то безликое и явно не ...

The post Как пользоваться ChatGPT: промпт — это техзадание first appeared on Непиши.

Редактозавр запустил рассылку «рИИдактор» — о том, как создавать адекватный текст с помощью ИИ-агентов. Рассылке чуть больше месяца. За ...

The post рИИдактор: рассылка о работе с ИИ-агентами перешагнула отметку в 13 писем first appeared on Непиши.

SuperJob опросил 1600 россиян и выяснил, что большинство респондентов относятся к испытательному сроку спокойно или с пониманием. Не нравится ...

The post Испытательный срок: за или против? first appeared on Непиши.

Больше половины респондентов отметили, что у них нет никаких страхов. У остальных есть опасения: 8% боятся потерять работу. Ещё ...

The post Чего боятся сотрудники? first appeared on Непиши.

Сотрудники всё чаще переживают за то, что могут потерять смысл в профессии или не справиться с рабочей нагрузкой. Особенно ...

The post Выгорания боятся больше, чем увольнения first appeared on Непиши.

Компания «Стахановец» провела исследование, чтобы выяснить, по каким признакам можно понять, что сотрудник скоро уйдёт. Первый звоночек — изменение ...

The post Фразы, которые говорят о скором увольнении работника first appeared on Непиши.

Сервис SuperJob провёл исследование и выяснил, кем мечтали стать россияне в детстве. Мужчины чаще всего хотели стать военными, космонавтами ...

The post Профессия мечты в детстве first appeared on Непиши.

Полтора года веду редизайн образовательного продукта и хочу написать большую статью для дизайн-сообщества. Много уже сделано: десятки сценариев с обновлённой логикой, новая дизайн-система, выстраивание процессов.

Загвоздка: результат ещё не измерен — редизайн в процессе релиза, метрик «было-стало» нет, вся ценность в процессе и решениях.

Ваша методология при описании кейса держится на пользе для читателя и результате. Как написать сильный кейс о незавершённом проекте, не превратив его в рассказ про себя?

The best Stratechery content from the week of June 22, 2026, including a vibe coding adventure, Apple in Europe, and a midsummer mailbag.

An interview with Figma CEO Dylan Field about building Figma, and why he believes AI gives the company a tailwind.

My experience and reflections on vibe coding an app that I plan on actually using regularly.

The big three memory makers may come to regret opening up the door to Chinese memory makers; Microsoft, meanwhile, is very incentivized to use Chinese models.

About 3 weeks ago, Leo Laporte and I recorded the first episode of what will be a new monthly show on the TWiT network. Naming things is hard, and we almost voted on the name, like we did for Stack Overflow, but we quickly landed on Off By One with

Чем отличается текст для выступления от текста для чтения? У них, я думаю, должен быть разный синтаксис. И закономерности восприятия разные.

Apple is (finally) raising prices, but they're not shipping Siri AI to the E.U.

The best Stratechery content from the week of June 15, 2026, including Anthropic, e-commerce in the age of AI, and the NBA Finals being a perfect 10.

Like RSS and Google Reader.

Возможно ли стать топовым специалистом за пару месяцев?

Microsoft решила проверить, насколько ИИ способен заменить сотрудников. Для этого они создали специальный бенчмарк с 52 типичными офисными профессиями, ...

The post ИИ не справился с офисной работой first appeared on Непиши.

С 1 сентября 2026 года лимит переработок увеличится до 240 часов в год (сейчас — 120 часов). Но есть ...

The post Лимит сверхурочной работы повысили first appeared on Непиши.

Миллиардер Тим Дрейпер проводит свои переговоры в нестандартной обстановке — в ванне с водой +4°C. В соцсетях он рассказал, ...

The post Совещания в ледяных купелях first appeared on Непиши.

Многие студенты всё чаще стали делегировать домашки нейронкам. Преподы жалуются, что даже элементарный разговор по специальности стал для многих ...

The post Учёба с ИИ отпугивает работодателей first appeared on Непиши.

По итогам исследования Работа.ру и DION выяснилось, что многие во время конференций занимаются своими делами: работают над другими задачами, ...

The post Чем занимаются сотрудники во время видеосозвонов? first appeared on Непиши.

Ещё год назад доля специалистов с высшим образованием среди контент-создателей составляла 79%. Сейчас этот показатель — самый низкий среди ...

The post Вышка стала менее востребованной у креаторов first appeared on Непиши.

The exact conversion factor used by our inches to mm converter is 1 inch = 25.4 millimeters.

Our converter defaults to 4 decimals for engineering precision.

Can I use inches on a metric CNC machine?

Most modern CNC controllers support both G20 (inch) and G21 (mm) modes.

However, converting to metric is recommended for consistency with machine DRO and metric tooling.

A queryable long-term memory for AI coding agents — the two-tier fix for the context-window wall.

The problemAn AI coding agent's default long-term memory is a stack of markdown files it loads into context at the start of every session.

Every hard problem becomes a row in a plain SQLite file — problem, root cause, what worked, the gotcha, the artifacts.

Wiring it into an agentPoint your agent's project instructions at two rules:On a new hard problem, query first; act on a hit.

The always-loaded INDEX.md primes the agent on what it already knows; the database holds the rest, for free.

MethodologyHow doesWhenever a new model drops, my wife asks it 10 questions (only she knows answers to) and scores how close the model's answers are to hers on a scale of 1–100.

No committee.

No peer review.

Just one honest verdict from the person whose opinion actually matters.

In the rapidly evolving landscape of software engineering, tools and frameworks frequently fall out of favor, leaving developers stranded with deprecated APIs and existential dread.

This research aims to quantify this phenomenon so you can finally win arguments on Hacker News.

Figure 1 plots the Deaditude score against the age of the technology (years since initial release).

This matrix visually demonstrates the correlation between a framework's lifespan and its eventual deprecation dread.

A higher Deaditude Score indicates a greater likelihood that your resume needs updating.

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Want songs that sound right from the start?

InstaSong generates original, natural sounding songs you fully own, in any style, in under a minute.

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doc-engine-cli Zero-config Markdown → PDF documentation engine Transform any README.md into a premium, print-ready PDF report — no configuration, no templates, no LaTeX.

pipx install doc-engine-cliOverviewdoc-engine-cli is a developer-first CLI tool that converts Markdown files into professionally styled PDF documents using Typst as its rendering backend.

--accent template default Accent color as a hex value ( #2563eb ) or a name ( blue , teal , rose , ...).

book Classic centered title page with chapter-style section breaks.

doc-engine build --template book doc-engine build --template modern --accent roseAccent colors take a hex value ( #0ea5e9 ) or one of these names: blue , sky , indigo ,…

ScreenshotsKey FeaturesWorkspace Isolation : Separate tab configurations into independent context layers, dynamically hydrating browser instances on demand to save memory.

: Native workflow controls for fluid tab switching, address overrides, and workspace cycling with standard arrow loops without dropping context.

workspace.py: Layout management, session handling, and the workspace dashboard tree.

Ctrl + W Browser View Close the active browser view widget container securely.

Ctrl + Shift + W Application Toggles between active workspace tabs and the Workspaces Dashboard.

weanIt occurred to me that agentic AI tools can exacerbate the feeling of estrangement from ones own work, per Marx's Theory of Alienation, and are in direct contradiction to Naur's treatise of Programming as Theory Building.

Agentic AI tools can be useful, but they shouldn't become a crux.

So I wrote this simple script to seize the means of production!

I would suggest something like this:Copy wean.sh to a location in your $PATH , which is of higher precedence than the original binary you want to wrap (e.g., ~/.local/bin/wean.sh ).

The idea is to provide enough friction to make you think twice before reaching for agentic AI tools and, hopefully, building a habit of re-engaging with your own…

The quickest way to do this, while still letting it be semi cross-platform, was Web BLE.

What is Web BLE?

Essentially Web BLE allows us to use a system's Bluetooth hardware inside a browser, eliminating the need for custom OS-specific APIs and custom apps to use them.

However, as of now Web BLE only supports the "just works" authentication method, which means its practically an open line.

There are features on the WebApp that I'll slowly document here and ToothPaste web hasn't gotten much TLC since I became enamoured with ToothPasteDesktop's Rust.

Just a single consumer GPU — an RTX 5080 with 16GB of VRAM — paired with a Ryzen 7 7800X3D and 32GB of DDR5.

Round Two: The CUDA Compiler WarsOnce the OS was sorted, I went looking for the fastest possible inference stack.

Once compiled, I had TurboQuant KV cache types available: turbo2 , turbo3 , turbo4 .

Round Five: Making It Reachable From AnywhereA local inference server is only useful if you can actually reach it.

A 262K-token context window, courtesy of aggressive KV cache compression.

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I invest in real estate and kept losing the thread on my own numbers, what each property's really worth, what's cash-flowing, what's quietly draining me every month. Spreadsheets got messy fast. So I built Earn Clarity: one clean view of all your money and assets, with straight talk on where you actually stand. Built it for myself first, now sharing it. Free to try: earnclarity.com, would genuinely love feedback. Tyvm. submitted by /u/Ok-Print3834 [link] [comments]

Hey trainers 👋 I've been building CounterQuest — a fan-made Pokémon challenge site that runs entirely in your browser. No account, no paywall, just vibes and questionable type-matchup confidence. Arcade modes: Daily Challenge · Who's That Pokémon? · Type Challenge · Type Matchup Blitz · Counter Quiz · Higher or Lower · Evolution Chain · Who Learns This Move? · Route Roulette (with Town Map) · Reverse Guess · Stat Spy · Gym Leader Snapshot · Version Exclusive Snap · Spot the Fake · Memory Match · Chaos Mode Also on the site: version-accurate Pokédex, Nuzlocke tracker, Fight Prep with battle sims, and My Teams for saving your party. Gen I–IV, works on mobile, dark/light mode. Everything saves…

I've been trying to learn Japanese for ~2 years or so, primarily on Duolingo (streak of 500+ days!). I realized that I honestly wasn't learning anything. Every time I tried to write something from scratch instead of just tapping tiles, I couldn't. So I built Shinme! It's a from-zero course which focuses on developing actual Japanese writing skills. Each lesson comes with its own vocab and grammar content. In order to completing each lesson, users need to complete a set number of translation exercises which are graded. Shinme fully supports custom deck/card management too, so learners can import what they already know. Exercises are generated dynamically, so that exercises are tailored to wh…

I finally launched Koda on the App Store after about 3 months of building and testing. I wanted to share it and hopefully get some feedback. I built a lot of it with AI assistance to expedite the build timeline (aka vibecoded), but I have a technical background so I was steering the whole time, auditing the code and ensuring I maintained high quality and security standards (at least that's the goal). What it is: Koda pulls together sources that are already on your iPhone: calendar, reminders, weather, health, and bank accounts (banks require premium). Instead of switching between apps to check what your day looks like or whether you can afford lunch out, everything lives in one place. Premi…

If you need background jobs that are committed together with your application data, PgRelay is a small PostgreSQL-backed job runner for async Python services. It is built for the case where a service already uses PostgreSQL and SQLAlchemy async, and adding Redis, Celery, SQS, Kafka, or a workflow engine feels heavier than the problem. Jobs are stored in the same database as the application data and can be enqueued from the same SQLAlchemy AsyncSession. If the transaction rolls back, the job rolls back with it. If the transaction commits, a worker can claim and execute the job. Repo: https://github.com/balyakin/pgrelay Feedback would be useful. submitted by /u/Kaluga2026 [link] [comments]

I needed an app to help with my youtube videos but wanted it to run locally so I created this. submitted by /u/Impossible-Cycle5744 [link] [comments]

I use Obsidian for everything, but opening the whole app just to scribble one quick thing , a task, a snippet, a reminder kept breaking my flow. And once I closed it, the note was gone from sight. So I built PinNotes: floating sticky notes that stay always on top of every window, and each note is a real .md file inside your vault. Jot something on a sticky note, it's already in Obsidian. Edit it in Obsidian, the sticky note updates. Both ways, no opening the app. What round-trips cleanly: Standard Markdown : headings, checkboxes, bold/italic, code, blockquotes Highlights as ==text== Your own vault templates , drop .md files in a Templates folder and they show up in the new-note menu All loc…

I’m curious how people handle image compression today. Do you still use TinyPNG manually, or did you move to things like Squoosh, ImageOptim, CDN optimization, build scripts, browser APIs, or something else? I’m asking because I keep seeing image compression treated as this tiny boring step, but it still creates real friction, especially when people just need to upload an image and move on. submitted by /u/No_Refrigerator7738 [link] [comments]

Hey everyone 👋 I'm a solo dev building ChromePilot — a Chrome extension that turns your browser into an AI-powered assistant with voice, automation, and integrations. One of the features I recently shipped is basically Speechify — but built into the extension as just one feature among many. What it does: Click play on any paragraph on any webpage → AI reads it out loud in a natural voice Real-time streaming — audio starts playing within ~1 second, no waiting for full generation Word-by-word highlighting — the current word gets highlighted as it's being read, so you can follow along Auto-scroll — the page scrolls with you as the reading progresses Speed control (0.5x–2.0x) — without any pitc…

The notch on my MacBook always bugged me. A whole strip of screen doing nothing. So I built an app that hangs a small panel from it: music with live lyrics, a widget dashboard, a file shelf you can drag stuff onto, clipboard history, window snapping, calendar. The newest part is my favorite. I run Claude Code a lot, and it constantly stops to ask things: can I run this command, which of these options do you want. Now those prompts show up on the notch and I answer from there, without switching away from whatever I'm doing. The answer gets typed into the real session, so the tool just carries on. Solo project, nights and weekends. Native Swift, no Electron, signed and notarized. There's a re…

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

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

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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Espoo-based quantum computing company IQM Quantum Computers has become publicly traded, raising €127 million ($146 million) in PIPE financing as part of its move onto the public markets in both the U.S. and Finland.

“Quantum computing is reaching an inflection point.

In total, IQM has raised €475 million ($545 million) in growth financing.

IQM has also opened its first Quantum Technology Center in Maryland as part of its US expansion.

With governments, enterprises, and scientific institutions increasing investment in next-generation computing, IQM is positioning itself around applications in materials science, optimisation, artificial intelligence, cybersecurity, climate modelling, and drug…

Francisco Vigo, CEO and co-founder of geoSurge says: “A lot of the market is still thinking about AI visibility like SEO and citation tracking.

As a data scientist I look at these systems differently; the real battleground is how models learn, understand, remember and represent brands over time.

Most of the current market is focused on the visible surface of AI systems, we believe that is a race to the bottom.

geoSurge’s framework spans both what AI systems retrieve in real time and what they already understand internally.

“They are building foundational technology for a category we believe will become increasingly important as AI systems shape more commercial decisions.”

They’re bringing routine legal work in-house far earlier than that, but not by hiring lawyers at all.

They’re equipping the people they already have – the commercial and operations folks – to handle the bread-and-butter legal work themselves.

You handle the 80% that’s routine in-house – fast and cheap – and you reserve your legal budget and your external counsel for the 20% that actually warrants it.

Most companies currently have this exactly backwards, paying premium rates for commodity legal work and then rushing the genuinely important stuff because the budget’s already gone.

I’d put basic legal literacy on the same shelf as reading a cash flow statement or running a hiring loop.

The European Investment Fund (EIF) has committed €40 million to the fund, while Denmark’s Export and Investment Fund (EIFO) has invested €15 million and the Danish Society of Engineers (IDA) has committed €5 million.

That is why the composition of the Fund II launch matters: our investor syndicate reflects informed conviction, not momentum investing,” says Morten Halborg, General Partner at Climentum Capital.

Climentum Capital Fund II is targeting up to €100 million and will invest primarily in Seed and Series A companies developing hardware and DeepTech solutions across energy, industry, transport and agriculture.

Climentum is investing from Fund II with teams based across the Nordics and …

While research from Duke University shows electricity providers can already meet data centre energy needs on 350 out of 365 days a year.

The capital flowing into physical AI infrastructure dwarfs what is going into the software that makes that infrastructure perform.

Grid efficiency software manages interconnection queues, data centre flexibility, and distributed energy orchestration.

An analysis found the broader AI infrastructure market is projected to reach €205 billion to €362 billion ($223.5 billion to $394.5 billion) by 2030.

NVIDIA alone made four acquisitions in the category within the last 12 months, buying the software efficiency layer before someone else can.

General-purpose AI does not meet the standards required for high-stakes public and private sector tendering – it’s a niche that demands deep expertise.

EU-Startups has reported 2026 rounds totalling approximately €49.4 million across comparable companies, including Paris-based Pivot’s €34.4 million Series B for agentic AI procurement, Bolzano-based Soource’s €3 million Seed round for procurement intelligence, Košice-based Definic’s €2.5 million Seed round for vendor intelligence, Helsinki-based Realm’s €3.8 million Seed round for AI-assisted RFP and sales materials, Sofia-based Mandel AI’s €3.6 million Seed round for supplier coordination and automated procurement, and Munich-based Ark Clim…

For this episode of the EU-Startups podcast, we chatted with Jos White, co-founder of Notion Capital and serial entrepreneur, as he reflects on his journey – from building pioneering companies like Star and MessageLabs to investing in the next generation of European B2B SaaS and cloud startups.

Jos shares the lessons learned around his family dining table, the pivotal moments that defined his entrepreneurial path, and what it takes to identify and support exceptional founders.

Discover how Notion Capital is shaping the European tech landscape and Jos’s perspective on the future of software in Europe.

The German powerhouse for unmanned systems, Quantum Systems, has today announced the signing of its €1 billion ($1.2 billion) Series D financing round, more than doubling the company’s valuation at around €7 billion ($8 billion) on a post-money basis.

Florian Seibel, co-CEO and co-founder of Quantum Systems, says: “The future is unmanned.

With today’s Series D, Quantum Systems will accelerate the transition from individual uncrewed platforms to an interoperable family of systems connected through MOSAIC UXS, the company’s software ecosystem for uncrewed systems.

“Quantum Systems has built a financial profile that sets a new benchmark for the defence market: triple-digit growth, double-digit…

Orbit Capital, a VC firm out of Prague, announces the second closing of Growth Debt Fund II at €107 million, surpassing its initial target and reinforcing its position as a main venture debt platform in CEE.

Relevant examples from this year include Warsaw-based Montis VC’s €50 million first close, also backed by PFR Ventures and EIF, Paris-based SlateVC’s €132 million growth fund first close, and London-based Osney Capital’s €69 million final close.

There are also several credit or venture-debt-linked financings including InSoil’s €120 million facility, BioLamina’s €20 million EIB venture debt, Optics11’s €25 million EIB venture debt, BCAS’s €30 million debt round, equipal’s €18.84 million …

In 2026, European VC fundraising continued to concentrate around specialist funds targeting DeepTech, DefenceTech, AI, FinTech, quantum, BioTech, climate technologies, and early-stage software infrastructure.

E2D – €500 millionE2D, a Franco-German growth vehicle created by Earlybird and AVP, ranks second having reported in June a €500 million fund focused on Europe’s DefenceTech and dual-use scaling gap.

Given the recency of the announcement, no specific investments have been named so far, but the fund’s mandate is centred on dual-use technologies and DefenceTechEarlybird VC – €360 millionBerlin-based Earlybird VC closed its €360 million Fund VIII in April, its largest fund to date.

2150 – …

Amsterdam-based cybersecurity startup Dawnguard has announced the public launch of its security architecture automation platform, alongside an additional €2.8 million ($3.3 million) in pre-Seed funding.

According to the company, the fresh capital brings Dawnguard’s total funding to more than €5.5 million ($6.3 million).

Dawnguard closes the distance between intent and reality by turning architecture into enforceable code, continuously validating that systems remain aligned with their original security design.

The company’s focus is security architecture automation: turning secure architecture into deployable infrastructure, validating designs before deployment, generating production-ready I…

As a result, growing your company in DeepTech markets is significantly harder, and there are four main barriers that you as a founder have to overcome.

The cost of launchAll DeepTech markets have a very high barrier to entry, mostly because of the research and development process.

Developing a new medical device, for example, is an incredibly long and capital-intensive process: building labs, iterating through trial and error, and moving through preclinical and clinical validation.

The average concept-to-market price of a medical device is over €27.3 million ($31 million), and the average time for releasing the device is 3 to 7 years.

Regulations are also a significant factor, as many DeepT…

Rick Hao, founder and solo GP of Ruya Ventures, says: “DeepTech is a marathon not a sprint.

That is why Ruya Ventures is rooted in Europe but deliberately built with a network that spans Europe, the US, and Asia,” adds Rick.

Rather than taking a broad-based approach, Ruya Ventures will focus on sectors including AI, batteries, robotics, semiconductors, materials science, and novel computing.

As a day-zero fund and long-term strategic partner to startups, Ruya Ventures aims to support founders in their first financing round and, in many cases, even before incorporation.

Ruya Ventures’ model is designed to connect founders with this broader ecosystem from the beginning of their company-buildi…

Telum Therapeutics, a Spanish biotechnology company, today announced the successful completion of an €18 million Series A financing to advance its lead program targeting hospital-acquired (HABP) and ventilator-associated bacterial pneumonia (VABP).

“We are delighted to welcome AMR Action Fund and Inveready as new investors in Telum.

This announcement sits alongside several sizeable and relevant European biotech and drug discovery financings this year.

Helical, a virtual AI lab for pharma R&D based in London, raised €8.4 million Seed financing for AI infrastructure.

Built on the Company’s proprietary APEX platform, Telum is developing biologically derived, protein-based antimicrobial therape…

This week, we tracked more than 55 tech funding deals worth over €1.6 billion and over 10 exits, M&A transactions, rumours, and related news stories across Europe.

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

We also released our monthly report for June — now available FREE to all Tech.eu readers — covering the biggest fundraises, standout deals, and evolving tech trends.

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

Macrodata Labs wants to solve itPytorch: the software layer underpinning Europe's AI ambitions🔭 European tech startups to watch🇬🇧 University-founded AI tender startup BidScript excee…

Rather than acquiring platforms first and addressing integration challenges later, the Dutch Ministry of Defence is making interoperability the starting point of its strategy.

Central to this partnership is Intelic’s Command-and-Control software NEXUS, which enables unmanned systems from different manufacturers to operate together within a single mission environment.

This greatly reduces deployment times and training for operators, and ensures that different unmanned systems work together reliably.

Integrating different drone systems makes the fight easier.

The partnership represents a significant milestone for Intelic and reinforces the growing role of software as the foundation of future …

Starling Bank is set to cut around 130 jobs, as it looks to simplify its operations and cut duplication amid an AI push across the UK challenger bank.

The cuts follow a dip in profits and revenues at Starling, one of the UK’s most well-known challenger banks.

The challenger bank, which employs more than 4,000 people, believes the cuts will allow it to launch products more quickly.

It is rolling out what it says is the “UK’s first agentic AI financial assistant”, as it looks to leverage the new technology to help improve day-to-day banking.

The UK challenger bank, which has nearly five million customers, said that Starling Assistant can help its customers manage day-to-day finances, share pe…

Danish investment firm Climentum Capital has raised €60 million in a first close for its second climate tech fund, backed by the European Investment Fund (EIF), Denmark's export and investment fund EIFO, and the Danish Society of Engineers (IDA), to invest in early-stage climate technology startups across Europe.

Climentum Capital backs hard tech companies that strengthen Europe's industrial resilience, sustainability and competitiveness.

With commitments from EIF, EIFO and IDA, Climentum Capital Fund II has reached a first close of €60 million.

That is why the composition of the Fund II launch matters: our investor syndicate reflects informed conviction, not momentum investing."

While clim…

Earlier this year, I spoke with Mark Collier, Executive Director, PyTorch Foundation, at the PyTorch Paris conference.

An expanding home for open AI infrastructureThe Paris conference also reflected how the PyTorch Foundation is evolving.

Rather than acting solely as the steward of a machine learning framework, it is becoming a neutral home for an expanding open source AI stack.

"Europe has an extraordinary concentration of AI talent, particularly around open source AI," says Collier.

Companies like Mistral have become global leaders in open-weight AI models, and Europe has built a strong culture around open source AI more generally.

These successful projects demonstrate that digitally sovereign solutions are not a vague concept, but already exist and are being deployed at large scale and that European open source is a genuine alternative to big tech.

Mecklenburg-Vorpommern's digital strategy aims to increase the digital capability, independence, and security of public administration.

"Digital sovereignty and open source are central goals and cornerstones of digitalisation policy in Mecklenburg-Vorpommern.

We plan to continue expanding the use of open source and promote common standards and open interfaces for IT solutions in the public sector.

The project was built on the principle of "open source by design": it includ…

A total of 293 funding deals were announced in June, up from 258 in May, representing a 14 per cent increase in deal activity.

Despite the higher number of transactions, European startups raised €8.3 billion, down from €10.5 billion in May, suggesting that June was characterised by a larger number of smaller funding rounds rather than the mega-deals seen the previous month.

CompaniesOut of 293 deals in June, 16 companies raised more than €100 million each.

The month's biggest deal came from Germany-based cognitive robotics company NEURA Robotics, which secured up to $1.4 billion in a Series C funding round.

IndustriesRobotics was the leading sector by investment volume in European tech star…

Swiss biotech startup ALP Bio has secured €161,000 (CHF 150,000) from Venture Kick to support the commercial development of its platform, which helps drug developers identify immune-related risks earlier in the development process.

By combining human immune tissue models with artificial intelligence, the company aims to improve the safety and success rate of next-generation biologic medicines.

Biologic drugs, including many therapeutic antibodies, can trigger unwanted immune responses that reduce treatment effectiveness, cause adverse side effects, and contribute to costly failures during clinical development.

Founded by Dr Christian Vahlensiek (CEO), Dr Lucas Schaus (CSO), Anatol Ehrlich (…

IQM Quantum Computers today became the first European quantum computing company listed on a major US stock exchange.

The company enters the public markets with strong commercial momentum and a rapidly expanding global footprint — having sold 23 quantum computers worldwide, more than any other quantum manufacturer.

“Quantum computing is reaching an inflection point.

The company recently announced a novel quantum error correction approach that significantly reduces the hardware requirements for fault-tolerant quantum computing.

IQM´s quantum computers are operated by an open and modular software stack to empower a broad developer community and enable industrial use cases.

CEE investors Orbit Capital have announced the second closing of Growth Debt Fund II at €107 million, surpassing its initial target.

To date, Orbit Capital has supported over 20 high-growth companies through its venture debt platforms, providing non-dilutive growth capital to some of the region’s most promising scale-ups.

As companies mature, they need smart and flexible financing that preserves equity, notes Radovan Nesrsta, Partner at Orbit Capital.

With tickets ranging from €3 million to €15 million, the capital supports international expansion, acquisitions, working capital, and capital expenditures.

"We decided to invest as there are few players in the CEE who are as experienced as Orb…

British data intelligence company StirlingX has raised a $20 million Series A round from Ventura Capital and RCM Private Markets Master Fund managed by Rokos Capital Management US (LP).

StirlingX is a data intelligence provider, disguised as a drone company, building a sovereign intelligence and autonomy platform to help customers capture, secure, fuse, analyse and act on data from complex and contested environments.

Its current use cases range from surveying, mapping and monitoring critical infrastructure to detecting and countering hostile drones.

Dean Jones, CEO and Founder of StirlingX, said:“We are building a category-defining sovereign data intelligence company.

The utilisation of pow…

I spoke to Nisha Basson-Mugnier, innovation leader at International Airlines Group (IAG) to learn more.

Founded in 2016, IAGi has evolved into a multi-track innovation platform that supports startups from early validation through to commercial deployment.

Airlines decide, IAGi enablesUnlike many corporate innovation programmes, however, IAGi does not decide which startups move forward.

From there, we support those collaborations to help determine whether the startups can successfully solve those challenges.”The IAGi Accelerator operates across two distinct tracks, designed to support startups at different stages of maturity.

Only around 10 per cent of accelerator startups receive investment…

German drone manufacturer Quantum Systems has raised $1.2bn in fresh funding, in a round which more than doubles its valuation to $8bn, it said today.

Quantum Systems raised in November last year at a valuation of over €3bn.

In an interview with the Financial Times, Quantum Systems co-founder and co-CEO Florian Seibel suggested that Quantum Systems would consider a merger with German weaponised drone maker Stark, which he also co-founded.

Quantum Systems said it would use the funds for international expansion, fund acquisitions and increase manufacturing capacity.

"With Quantum Systems, we are building a next-generation neo prime that has the potential to disrupt defence as we know it today.

Visiblie, the Belgian startup helping businesses improve their visibility in AI-powered search, has raised €500,000 through a convertible loan funding round to support growth in the SME market and accelerate international expansion.

The platform combines a proprietary six-phase AI visibility framework with an AI agent that can implement recommendations under human supervision.

Gilles Praet, co-founder of Visiblie, said this industry-specific data is what differentiates the platform from conventional AI visibility tools:Anyone can build a tracking dashboard.

We build a unique dataset that better reflects how AI search models work across different industries.

The funding will be used to expan…

Founded by Charlie Ohlén and Nils Hagberg, BRYM is headquartered in Stockholm and is developing a wearable neurofeedback platform designed to help people improve focus and cognitive resilience.

BRYM's platform uses gamified neurofeedback to help users improve focus and cognitive performance.

In early pilot programmes with automotive manufacturers, the company said use of the platform reduced operator errors by 46 per cent.

Charlie Ohlén, CEO and co-founder of BRYM, said the company believes technology should enhance people's performance rather than replace them.

The funding will be used to design, develop and manufacture BRYM's proprietary EEG headband, supporting wider enterprise deploymen…

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

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

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

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

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

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

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

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

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

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

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

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

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