I've been writing code, reading code, and living vicariously through computers for as long as I can remember.

The cost of integrating services and libraries, the plumbing of the code world, has dropped to zero.

Where does that leave those of us who have built careers in technology?

On the second road we can see this moment as the beginning of something new.

The Second RoadWhat careers lie on the second road?

You can compile and execute C code everywhere, for example on rescue disks (about 100KB for x86 TCC executable, including C preprocessor, C compiler, assembler and linker).

You can compile and execute C code everywhere, for example on rescue disks (about 100KB for x86 TCC executable, including C preprocessor, C compiler, assembler and linker).

tcc generates x86 code.

Compile and execute C source directly.

C script supported : just add '#!/usr/local/bin/tcc -run' at the first line of your C source, and execute it directly from the command line.

Suspected attacks on northern Italy's railway network have led to severe travel disruption in the region, the authorities say, as thousands gathered for the start of the Winter Olympic Games.

Police reported three separate incidents involving damage to railway lines that they believe are connected to the Games.

A fire hit rail infrastructure between Bologna and Venice, triggering delays of up to two-and-a-half hours, and police later found severed cables and an explosive device in locations nearby.

The Ministry of Transport called the incidents an act of "serious sabotage", which they said mirrored vandalism during the Paris Olympics in 2024.

Any application that relies on SHA-1 for digital signatures, file integrity, or file identification is potentially vulnerable.

You can use the online tool above to submit files and have them checked for a cryptanalytic collision attack on SHA-1.

No, SHA-1 hardened with counter-cryptanalysis (see ‘how do I detect the attack’) will detect cryptanalytic collision attacks.

This means that it will compute the regular SHA-1 hash for files without a collision attack, but produce a special hash for files with a collision attack, where both files will have a different unpredictable hash.

The SHAttered attack is 100,000 faster than the brute force attack that relies on the birthday paradox.

If I can lose access to something as simple as Notepad, then Microsoft has probably take cloud integrations too far.

It wasn't because Windows 11 had crashed, but rather, Microsoft told me it wasn't "available in (my) account".

This PC vs. My ComputerI was completely locked out of the modern Notepad (Image credit: Ben Wilson | Windows Central)To be clear, I don't have major problems with the default, out-of-box experience (OOBE) of Windows 11.

I can't abide by comments on social platforms suggesting people "just use a debloater" on a new Windows PC, either — we shouldn't have to.

(Image credit: Ben Wilson | Windows Central)I'm not naive enough to think Windows is Microsoft's top priority.

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I didn’t ask for this and neither did you.

I didn’t ask for the role of a programmer to be reduced to that of a glorified TSA agent, reviewing code to make sure the AI didn’t smuggle something dangerous into production.

They can write code better than you or I can, and if you don’t believe me, wait six months.

But then your junior colleagues will eventually code circles around you, because they’re wearing bazooka-powered jetpacks and you’re still riding around on a fixie bike.

It cannot be helped, it is the nature of all things to pass to dust, and yet still we can mourn.

When you enable fast mode:If you’re on a different model, Claude Code automatically switches to Opus 4.6You’ll see a confirmation message: “Fast mode ON”A small ↯ icon appears next to the prompt while fast mode is activeicon appears next to the prompt while fast mode is active Run /fast again at any time to check whether fast mode is on or offWhen you disable fast mode with /fast again, you remain on Opus 4.6.

​ Understand the cost tradeoffFast mode has higher per-token pricing than standard Opus 4.6:Mode Input (MTok) Output (MTok) Fast mode on Opus 4.6 (<200K) $30 $150 Fast mode on Opus 4.6 (>200K) $60 $225Fast mode is compatible with the 1M token extended context window.

When you switch i…

Fun with clip-pathThis is a simple code exploration, inspired by (and stollen from) https://iventions.com/, saw it on X here.

In this example, I'm trying to implement a menu that is revealed when the user clicks on a button.

There are two clip-paths:The menu is revealed by a circle that grows from the top-left corner of the screen to the bottom-right corner.

A fun clip-path calculation that I used here (clip-path: circle(calc(1.42 * 100vmax) at 0 0);) is based on the vmax, which is the larger of the viewport width or height.

Then multiplied it by 1.42, because 1.42 is the square root of 2, which is the ratio of the width to the height of the viewport.

Why I Write Games in C (yes, C)I am an unusual beast.

I do not want to spend my time porting old games to new platforms, I want to make new games.

So it's important that my programming language is portable, and that it has good portable library support.

There is some good library support.

It feels like too much to throw away all existing library support, and taking full responsibilty for future compatibility.

For example, the following program animates a moving sine-wave:int y; int x; int x_0; void sin_positive_approx() { y = ( x_0 * ( 157 - x_0 ) ) >> 7; } void sin() { x_0 = x; while( x_0 > 314 ){ x_0 = x_0 - 314; } if( x_0 <= 157 ){ sin_positive_approx(); } if( x_0 > 157 ){ x_0 = x_0 - 157; sin_positive_approx(); y = 0 - y; } y = 100 + y; } int offset; int x_end; void draw_sine_wave() { x = offset; x_end = x + 314; while( x <= x_end ){ sin(); pixel_x = x - offset; pixel_y = y; vga_set_pixel(); x = x + 1; } } int v_1; int v_2; void delay() { v_1 = 0; while( v_1 < 50 ){ v_2 = 0; while( v_2 < 10000 ){ v_2 = v_2 + 1; } v_1 = v_1 + 1; } } void main() { vga_init(); offset = 0; while( 1 ){ vga_clear(…

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There are countless introductions to Stoicism, but no Stoa is complete without a clear foundation.

This guide is meant to serve as a starting point, a shared reference for anyone seeking to understand what Stoicism is, and why it still matters.

Founded in ancient Greece and later refined in Rome, Stoicism asks a simple question: What is actually within your control?

SenecaIf Epictetus represents Stoicism from the bottom of society, Seneca, like Marcus, represents it from the very top.

Seneca shows Stoicism in its most human form.

Rebecca Guy, senior policy manager at the Royal Society for the Prevention of Accidents, said: "Regular vision checks are a sensible way to reduce risk as we age, but the priority must be a system that supports people to drive safely for as long as possible, while ensuring timely action is taken when health or eyesight could put them or others in danger."

Roar: Yeah, yeah, I won’t complain.

Um, I guess I also have to talk to you about the old Sierra games.

Oh, yeah, yeah, we’ll add that on, too.

Oh, yeah, yeah, that sounds good.

Sierra and stairs:Roar: Why did all the old Sierra games always have these difficult stairs everywhere?

How StrongDM’s AI team build serious software without even looking at the codeLast week I hinted at a demo I had seen from a team implementing what Dan Shapiro called the Dark Factory level of AI adoption, where no human even looks at the code the coding agents are producing.

With coding agents!

github.com/strongdm/attractor is Attractor, the non-interactive coding agent at the heart of their software factory.

I visited the StrongDM AI team back in October as part of a small group of invited guests.

It felt like a glimpse of one potential future of software development, where software engineers move from building the code to building and then semi-monitoring the systems that build the code.

Comments

Another Google employee, who identified herself as "S", said she came to work for Google about three years ago, but said that had she known then of its work with federal agencies, she would have not have joined.

We built a Software Factory: non-interactive development where specs + scenarios drive agents that write code, run harnesses, and converge without human review.

The catalyst was a transition observed in late 2024: with the second revision of Claude 3.5 (October 2024), long-horizon agentic coding workflows began to compound correctness rather than error.

We built twins of Okta, Jira, Slack, Google Docs, Google Drive, and Google Sheets, replicating their APIs, edge cases, and observable behaviors.

Those of us building software factories must practice a deliberate naivete: finding and removing the habits, conventions, and constraints of Software 1.0.

We wish you the best of luck constructing y…

Comments

Stories From 25 Years of Software DevelopmentBy Susam Pal on 06 Feb 2026Last year, I completed 20 years in professional software development.

Although I had my first taste of computer programming as a child, it was only when I entered university about 25 years ago that I seriously got into software development.

That incident, however, made me realise how much further I still had to go before I could consider myself a good software developer.

Animated Television WidgetsIn another project from that period, we worked on another set-top box platform that supported Java Micro Edition (Java ME) for widget development.

So the project was a partnership between three parties: our company as the soft…

Thanks for coming to the Hack Days 🫶We had blast:300 people15+ countriesStudents, Researchers, Public Agents, Seasonned developpers and designersBig congrats to the winners :Full list of projects available here.

🇪🇺 The Sovereign WorkspaceLa Suite numérique (La Suite for short) is a full blown open-source digital workspace for online collaboration and teamwork.

ℹ️ About La SuiteLa Suite is built by French government agencies DINUM and ANCT.

It is also the product of a close european collaboration with the Netherlands and German state.

✉️ Get in touchSend us an email: [email protected] say hello on Matrix🔗 Learn moreVisit our website

A huge amount of frameworks and libraries and tooling that has completely polluted software engineering, especially in web, mobile and desktop development.

We, as an industry, looked at the genuine complexity of building software and instead of sharpening our thinking, we bought someone else’s thinking off the shelf.

And you unlock a feature that has nothing to do with engineering: you no longer need to hire a software engineer.

Software Engineering Is BackIn my opinion Software engineering, the true one, is back again.

If you keep accepting this trade off, you are not only losing the biggest opportunity we’ve seen in software engineering in decades.

The folks at GitHub know that Open Source maintainers are drowning in a sea of low-effort contributions.

I'd like to discuss something else - reputation scores.

Naturally, this leads to some very low-effort contributions.

Since that option was added, I had far fewer low-effort contributions.

Synthetic Reputation Score.

Comments

Reinforcement learning from human feedback (RLHF) has become an important technical and storytelling tool to deploy the latest machine learning systems.

In this book, we hope to give a gentle introduction to the core methods for people with some level of quantitative background.

The book starts with the origins of RLHF – both in recent literature and in a convergence of disparate fields of science in economics, philosophy, and optimal control.

The core of the book details every optimization stage in using RLHF, from starting with instruction tuning to training a reward model and finally all of rejection sampling, reinforcement learning, and direct alignment algorithms.

The book concludes wi…

Comments

This pattern — the situation report function — should be standard in any R package wrapping an API or external program.

John Muschelli has a wrapper package from R that calls the CLI functions from R and optionally imports the data to R for further processing.

return_setting <- function (value, source, is_path = TRUE ) { exists <- FALSE if ( !

license_info $ exists) { cli :: cli_li ( "Install FreeSurfer license file in {fs_home$value}" ) } else if ( !

verbosity $ value) { cli :: cli_li ( "Enable verbose mode for better debugging: {.code options(freesurfer.verbose = TRUE)}" ) } else { cli :: cli_alert_success ( "FreeSurfer setup looks good!"

So, let's move to an explicit trust model where trusted individuals can vouch for others, and those vouched individuals can then contribute.

manage-by-discussion discussion_comment Let collaborators vouch, denounce, or unvouch users via discussion comments.

Updates the vouched file and commits the change.

Updates the vouched file and commits the change.

Outputs status: vouched , denounced , or unchanged .

Concave Decisions The downside of being wrong dwarfs the upside of being right.

Decision quality → Outcome good bad wrong right 18-month migration, best engineer quits nobody notices (it just works) e.g.

Convex Decisions The upside of being right compounds; the downside of being wrong is bounded.

Decision quality → Outcome good bad wrong right swap it out, lose a week months of dashboards, institutional knowledge e.g.

The thousand smaller decisions that lived inside it were not, and for concave decisions, the communication is part of the decision9.

I cloned it using git clone https://github.com/wezterm/wezterm and created a new shell environment using guix shell rust cargo … Except this didn't actually work, as Guix immediately spit the following error: guix shell: error: cargo: unknown package .

To instruct the shell to load both, the command we actually need is guix shell rust rust:cargo .

The compiler is looking for OpenSSL using pkg-config , but our environment doesn't contain either.

Though WezTerm has no Guix package (we're working on it right now!

Guix isn't aware of WezTerm and anyone else who wants to build the application has to follow these haphazard steps, including overriding a "potentially dangerous" environment variable.

8VimThe application was started essentially as a clone of 8pen, which for some reason they have stopped distributing.

(I can no longer install it, even though I paid for it!)

To exactly understand this keyboard, please watch the videoStable Beta DebugManual: Download and install the APK from the release page.

Become a Beta TesterTo become a beta tester please click hereUsability GuideThe full guide is available here

To assess the ability of current AI systems to correctly answer research-level mathematics questions, we share a set of ten math questions which have arisen naturally in the research process of the authors. The questions had not been shared publicly until now; the answers are known to the authors of the questions but will remain encrypted for a short time.

Comments

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

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Published on 9 Dec 2025We are building a comprehensive archive and analysis project examining published documents leaked by Edward Snowden.

This is Part 1 of our "Going Through Snowden Documents" series.

This pattern of important documents published but never publicly analyzed is unfortunately very common in the published Snowden documents.

No mention either in websites documenting all the codenames found in Snowden documents and in other NSA/GCHQ related articles and documents.

This document is a good example of the significant intelligence hiding in plain sight within the published Snowden documents.

Game Boy Advance d-pad capacitor measurementsGame Boy Advance boards have a 10 nF capacitor C62 between the d-pad up input and ground, but other d-pad buttons have no capacitor.

Schematic screenshot from OpenTendo Game Boy Advance, which is a recreation of the original boardTheory: DC/DC conversion noiseI think the capacitor is needed, because the d-pad is very close to the noisy DC/DC conversion circuitry.

However, here's what happens if we desolder C62:Up d-pad measurement (C62 desoldered)When there's no C62 capacitor, the up input is more noisy than the left input.

ConclusionsThe measurements clearly show that the up input is more noisy than the left input when C62 is not present.

TL;DRD…

Steve Yegge:

After talking with ~40 people at Anthropic, a look at its “Yes, and...” culture where every idea is welcomed and judged based on vibes, like a hive mind — As you've probably noticed, something is happening over at Anthropic. They are a spaceship that is beginning to take off.

Financial Times:

DOJ-released emails: Jeffrey Epstein helped Ian Osborne, founder of London-based fund Hedosophia, after Osborne's outreach to help Epstein fix his image in 2011 — Convicted sex offender helped establish tech fund Hedosophia after Osborne offered to help clean up Epstein's image

David Yaffe-Bellany / New York Times:

Trump-linked World Liberty Financial's stablecoin, USD1, hit $5B in total circulation in January with 85% held in Binance accounts; Trump pardoned CZ in October — Ties between the exchange and the president's company, World Liberty Financial, have only strengthened since the president pardoned Binance's founder, Changpeng Zhao.

Bloomberg:

Tether froze $544M in alleged illicit income at Turkey's request, part of its push to aid governments in crackdowns against crypto use in alleged crimes — On Jan. 30, Turkish authorities announced the freezing of more than half a billion dollars in assets owned by Veysel Sahin …

Rani Molla / Sherwood News:

Apple, whose capital expenditure is just a fraction of its peers, is the only Big Tech company that saw capex decline YoY in Q4, decreasing 19% to $2.37B — One of these companies is not like the others. — If you've been following the Big Tech companies' earnings reports …

Oliver Roeder / Financial Times:

An interview with Kalshi CEO Tarek Mansour about the “wisdom of the crowd”, political polarization, having Trump Jr. as an adviser, casino comparisons, and more — The co-founder of America's biggest predictions market on the ‘wisdom of the crowd’, political polarisation — and the company's adviser, Donald Trump Jr

Stephen Wilmot / Wall Street Journal:

New US rules banning Chinese software in internet-connected vehicles from March 17 add urgency to industrywide efforts to reduce reliance on Chinese components — New U.S. rules ban Chinese software in vehicles on national-security grounds — How Chinese is your car? Automakers are racing to work it out.

Bloomberg:

Kalshi and Polymarket have facilitated over $800M in Super Bowl contracts, as pro gamblers shift to prediction markets and adopt Wall Street-style strategies — The sudden rise of prediction markets has sophisticated bettors scrambling to adjust their strategies.

Bloomberg:

Chinese regulators fined Kuaishou $17.2M for failing to curb illegal content; pornographic content appeared on Kuaishou during its December 2025 cyberattacks — Chinese regulators fined Kuaishou Technology 119.1 million yuan ($17.2 million) over pornographic content that swamped its platform last December …

Wall Street Journal:

US data center demand has driven stock surges of contractors and equipment makers like Corning, Sterling Infrastructure, Comfort Systems USA, and Carrier Global — Data-center demand has sent shares in contractors, equipment makers and more surging — The intensity of America's data-center build …

Marina Temkin / TechCrunch:

Source: Benchmark invested at least $225M in Cerebras' ~$1B Series H led by Tiger Global at a $23B valuation; Benchmark led Cerebras' $27M Series A in 2016 — This week, AI chipmaker Cerebras Systems announced that it raised $1 billion in fresh capital at a valuation of $23 billion …

Duncan Riley / SiliconANGLE:

RADICL, which offers threat detection and response services to SMBs supporting US defense industrial base and critical infrastructure, raised a $31M Series A — Cybersecurity-as-a-service startup Radicl Defense Inc. announced today that it has raised $31 million in early-stage funding …

Hyunjoo Jin / Reuters:

South Korean cryptocurrency exchange Bithumb says it accidentally sent $44B worth of bitcoin to customers as promotional rewards and has recovered 99.7% of it — South Korean cryptocurrency exchange Bithumb said on Saturday it had accidentally given away more than $40 billion worth of bitcoins …

Eric Jang / Evjang.com:

A look at the state of AI agents, the evolution of thinking models, the staggering need for inference compute in the coming years, automated research, and more — — Dr. Vannevar Bush, As We May Think, 1945 — If we consider life to be a sort of open-ended MMO, the game server has just received a major update.

Molly Taft / Wired:

New York lawmakers propose a bill to impose a three-year moratorium on data center development, making NY at least the sixth state to introduce such legislation — Red and blue states alike have introduced legislation in recent weeks that would halt data center development, citing concerns from climate to high energy prices.

Emily Herbert / Financial Times:

US tech stocks and bitcoin rally after three days of selling; Nasdaq Composite closed up 2.18%, Broadcom 7.22%, Strategy 26.11%, and bitcoin rebounded to ~$70K — Nasdaq climbs after sell-off fuelled by worries over vast AI spending — US technology stocks and bitcoin rallied strongly …

Dominic Preston / The Verge:

Trump Mobile execs showcase the T1 Phone's new design and specs, and say the phones go through “final assembly” in Miami and full assembly in the US is a “goal” — I spoke to two Trump Mobile executives for an exclusive first look at what they say is the T1 Phone.

Wall Street Journal:

Palmer Luckey's Erebor becomes the first newly created bank to receive a national charter under the second Trump administration, launching with $635M in capital — Erebor founder Palmer Luckey was one of the tech industry's early Trump supporters and is known for his penchant for Hawaiian shirts

Aisha Malik / TechCrunch:

Spotify rolls out About the Song, swipeable stories in English, summarized from third-party sources to highlight song details, in beta for Premium users — Spotify is rolling out a new “About the Song” feature that lets users explore the stories behind the music they're listening to, the company announced on Friday.

Reuters:

Sources: AI chip startup SambaNova is raising a $350M+ Series E led by Vista Equity Partners; Intel plans to invest $100M to $150M — Private equity firm Vista Equity Partners is leading a new funding round of over $350 million in artificial intelligence chip startup SambaNova Systems …

Kif Leswing / CNBC:

Nvidia stock closes up 7.87% after Jensen Huang said the tech industry's surging capex for AI infrastructure is justified, appropriate, and sustainable — The tech industry's surging capital expenditures for AI infrastructure are justified, appropriate and sustainable, Nvidia CEO Jensen Huang said Friday on CNBC's “Halftime Report.”

Bloomberg:

Sources: London-based 9fin, a data provider for debt markets, is in talks to raise as much as $150M at a pre-money valuation of $1B, about 20x its ARR of ~$50M — Debt intelligence provider 9fin Ltd. is in talks to raise fresh capital at a valuation of as much as $1 billion as it seeks …

CoinDesk:

Galaxy Digital stock jumps 17%+ after the company approved a share buyback program of up to $200M over the next 12 months — The repurchase plan follows a volatile earnings week and signals confidence in the firm's balance sheet. — What to know:

Tamara Djurickovic / Tech.eu:

Croatian-founded Daytona, which aims to build infrastructure for large-scale agent workloads, raised a $24M Series A led by FirstMark — Daytona is building agent-native infrastructure to support large-scale, stateful agent workloads through fast, flexible computing environments designed for long-running execution.

Wall Street Journal:

A civil subpoena shows the US DOJ is investigating Netflix for potential anticompetitive tactics as DOJ probes the company's proposed acquisition of WBD — As it probes bids for Warner, the department is asking if the streamer has engaged in conduct that could make it a monopoly

Mark Gurman / Bloomberg:

Sources: Apple plans to allow third-party voice-controlled AI chatbots in CarPlay within the coming months; it won't let users replace CarPlay's Siri button — Apple Inc. is preparing to allow voice-controlled artificial intelligence apps from other companies in CarPlay …

Nitin T Bhat / Heroku:

Heroku says it is transitioning to a “sustaining engineering model”, as it focuses on “helping organizations build and deploy enterprise-grade AI” — Today, Heroku is transitioning to a sustaining engineering model focused on stability, security, reliability, and support.

Brian Faler / Politico:

Amazon's annual tax bill fell 87% YoY to $1.2B in 2025, as profits grew 45% to ~$90B, mostly due to GOP's depreciation breaks in the One Big Beautiful Bill — The 87 percent drop is largely due to a more generous depreciation break in the ‘One Big Beautiful Bill Act.’

Tamara Djurickovic / Tech.eu:

London-based Bound, an automated FX risk management platform, raised a $24.5M Series A led by AlbionVC as it seeks to expand across Europe — New funding will enable Bound to expand its automated FX hedging platform across Europe, helping businesses manage currency risk amid ongoing market volatility …

The runs/speedrun.sh script always reflects the reference way to train GPT-2 grade model and talk to it.

The GPT-2 CORE score is 0.256525.

Getting startedReproduce and talk to GPT-2The most fun you can have is to train your own GPT-2 and talk to it.

Then talk to your LLM as you'd normally talk to ChatGPT!

CiteIf you find nanochat helpful in your research cite simply as:@misc { nanochat , author = { Andrej Karpathy } , title = { nanochat: The best ChatGPT that \$100 can buy } , year = { 2025 } , publisher = { GitHub } , url = { https://github.com/karpathy/nanochat } }LicenseMIT

Playwright CLI with SKILLSPlaywright CLI vs Playwright MCPThis package provides CLI interface into Playwright.

If you'd like to see the browser, pass --headed to open :playwright-cli open https://playwright.dev --headedSessionsPlaywright CLI will use a dedicated persistent profile by default.

playwright-cli open https://playwright.dev playwright-cli -s=example open https://example.com playwright-cli listYou can run your coding agent with the PLAYWRIGHT_CLI_SESSION environment variable:PLAYWRIGHT_CLI_SESSION=todo-app claude .

: Record < string , string > ; /** * Timeout in milliseconds for connecting to CDP endpoint.

: string ; /** * Paths to TypeScript files to add as initialization scripts…

Claude Code Hooks MasteryClaude Code Hooks - Quickly master how to use Claude Code hooks to add deterministic (or non-deterministic) control over Claude Code's behavior.

Stop HookFires: When Claude Code finishes respondingPayload: stop_hook_active boolean flagEnhanced: AI-generated completion messages with TTS playback (LLM priority: OpenAI > Anthropic > Ollama > random)6.

SubagentStop HookFires: When Claude Code subagents (Task tools) finish respondingPayload: stop_hook_active boolean flagEnhanced: TTS playback - "Subagent Complete"7.

PreCompact HookFires: Before Claude Code performs a compaction operationPayload: trigger ("manual" or "auto"), custom_instructions (for manual), session info…

🧪 Cookbooks: Vectorless RAG: A minimal, hands-on example of reasoning-based RAG using PageIndex.

🧪 Quick Hands-onTry the Vectorless RAG notebook — a minimal, hands-on example of reasoning-based RAG using PageIndex.

You can generate the PageIndex tree structure with this open-source repo, or use our API⚙️ Package UsageYou can follow these steps to generate a PageIndex tree from a PDF document.

📈 Case Study: PageIndex Leads Finance QA BenchmarkMafin 2.5 is a reasoning-based RAG system for financial document analysis, powered by PageIndex.

📖 Tutorials: practical guides and strategies, including Document Search and Tree Search.

Maestro is a cross-platform desktop app for orchestrating your fleet of AI agents and projects.

FeaturesPower Features🌳 Git Worktrees - Run AI agents in parallel on isolated branches.

- Run AI agents in parallel on isolated branches.

Each task gets its own AI session for clean conversation context.

Core Features🔄 Dual-Mode Sessions - Each agent has both an AI Terminal and Command Terminal.

Agent SkillsAgent Skills are folders of instructions, scripts, and resources that AI agents can discover and use to perform at specific tasks.

Codex uses skills to help package capabilities that teams and individuals can use to complete specific tasks in a repeatable way.

To install curated or experimental skills, you can use the $skill-installer inside Codex.

Curated skills can be installed by name (defaults to skills/.curated ):$skill-installer gh-address-commentsFor experimental skills, specify the skill folder.

For example:$skill-installer install the create-plan skill from the .experimental folderOr provide the GitHub directory URL:$skill-installer install https://github.com/openai/ski…

bitnet.cpp is the official inference framework for 1-bit LLMs (e.g., BitNet b1.58).

usage: e2e_benchmark.py -m MODEL [-n N_TOKEN] [-p N_PROMPT] [-t THREADS] Setup the environment for running the inference required arguments: -m MODEL, --model MODEL Path to the model file.

-t THREADS, --threads THREADS Number of threads to use.

It is an optional argument with a default value of 128., : The number of tokens to generate during the inference.

It is an optional argument with a default value of 2., : The number of threads to use for running the inference.

Peekaboo 🫣 - Mac automation that sees the screen and does the clicks.

Peekaboo brings high-fidelity screen capture, AI analysis, and complete GUI automation to macOS.

Version 3 adds native agent flows and multi-screen automation across the CLI and MCP server.

Install deps: pnpm install then pnpm run build:cli or pnpm run test:safe .

Lint/format: pnpm run lint && pnpm run format .

The best audio processing library built on Apple's MLX framework, providing fast and efficient text-to-speech (TTS), speech-to-text (STT), and speech-to-speech (STS) on Apple Silicon.

utils import load_model # Load model model = load_model ( "mlx-community/Kokoro-82M-bf16" ) # Generate speech for result in model .

stt import load # Speech recognition model = load ( "mlx-community/Qwen3-ASR-0.6B-8bit" ) result = model .

utils import load model = load ( "mlx-community/VibeVoice-ASR-bf16" ) # Basic transcription result = model .

from_pretrained ( "mlx-community/sam-audio-large" ) batch = processor ( descriptions = [ "A person speaking" ], audios = [ "mixed_audio.wav" ], ) result = model .

The AI Agent That Neovim DeservesThis is an example repo where i want to test what i think the ideal AI workflow is for people who dont have "skill issues."

This is for more debugging purposes local cwd = vim .

basename ( cwd ) _99 .

fill_in_function () end ) end , },CompletionWhen prompting, if you have cmp installed as your autocomplete you can use an autocomplete for rule inclusion in your prompt.

prev_request_logs () ... end function _99 .

VS Code extensionKimi Code CLI can be integrated with Visual Studio Code via the Kimi Code VS Code Extension.

To use Kimi Code CLI with ACP clients, make sure to run Kimi Code CLI in the terminal and send /login to complete the login first.

For example, to use Kimi Code CLI with Zed or JetBrains, add the following configuration to your ~/.config/zed/settings.json or ~/.jetbrains/acp.json file:{ "agent_servers" : { "Kimi Code CLI" : { "command" : " kimi " , "args" : [ " acp " ], "env" : {} } } }Then you can create Kimi Code CLI threads in IDE's agent panel.

For example:# Add streamable HTTP server: kimi mcp add --transport http context7 https://mcp.context7.com/mcp --header " CONTEXT7_API_KE…

Your AI second brain for saving and organizing everything that matters.

Right-click on any content or use the extension popup to save memories instantly.

Raycast Extension: Install the Raycast extension to add and search memories directly from Raycast.

Use the "Add Memory" command to quickly save content, or "Search Memories" to find and retrieve your saved information with keyboard shortcuts.

Whether you're fixing bugs, adding features, or improving documentation, your help makes supermemory better for everyone.

Antigravity Manager🚀 Professional multi-account manager for Google Gemini & Claude AIEnglish | 简体中文📖 Table of Contents✨ Why Antigravity Manager?

Please check: Make sure all dependencies are installed: npm install Check if Node.js version is >= 18 Try deleting node_modules and reinstallingQ: Account login failed?

This is a common macOS security behavior, usually when the app is unsigned or run directly from Downloads.

📄 LicenseCC BY-NC-SA 4.0⚠️ DisclaimerWarning For Educational Purposes Only This project is intended solely for educational and research purposes.

The authors and contributors are not responsible for any misuse or damages arising from the use of this software.

Free TVThis is an M3U playlist for free TV channels around the World.

Either free locally (over the air):Or free on the Internet:Plex TVPluto TV (English, Spanish, French, Italian)Redbox Live TVRoku TVSamsung TV PlusYoutube live channelsTo use it point your IPTV player to https://raw.githubusercontent.com/Free-TV/IPTV/master/playlist.m3u8.

No paid channelsOnly channels which are officially provided for free (via DVB-S, DVB-T, analog, etc..)Only mainstream channelsThis is a playlist for everybody.

Pull RequestsOnly modify .md filesIf your Pull Request modifies channels, only modify .md files.

In your Pull Request you need to provide information to show that the channel is free.

Pi MonorepoLooking for the pi coding agent?

Tools for building AI agents and managing LLM deployments.

PackagesPackage Description @mariozechner/pi-ai Unified multi-provider LLM API (OpenAI, Anthropic, Google, etc.)

@mariozechner/pi-agent-core Agent runtime with tool calling and state management @mariozechner/pi-coding-agent Interactive coding agent CLI @mariozechner/pi-mom Slack bot that delegates messages to the pi coding agent @mariozechner/pi-tui Terminal UI library with differential rendering @mariozechner/pi-web-ui Web components for AI chat interfaces @mariozechner/pi-pods CLI for managing vLLM deployments on GPU podsContributingSee CONTRIBUTING.md for contribution guidelines and AGE…

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A small, shared skill library by builders, for builders.

This repo includes skills from me and my friends.

The content comes from our own practice and selected public sources.

Give them a try, read along, and enjoy the craft of building.

AcknowledgementsSee skills/ACKNOWLEDGEMENTS.md.

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In this room, we deliver success, we don’t whine.​Look, I’m not confused, I know you walk through fields of shit every day.

Don’t come whining that you don’t have the resources you need.​We’ve done our homework.

Intellectually honest means:1) ​You always have a plausible theory of success​.

If you are an exec and don’t have the resources to support your strategy, you have the wrong strategy.

You either have a plausible theory of success that accounts for the “grit of reality,” or you are simply wasting the organization’s time.

At its core, DNS is simple: it translates domain names into IP addresses.

example.com A 93.184.216.34When someone requests example.com , DNS returns 93.184.216.34 .

Root: "I don't know, but .com TLD is at 192.5.6.30" Step 6: Ask .com TLD Server Resolver: "Where is api.example.com?"

Flushing the cache forces your system to fetch fresh DNS records instead of using stale cached ones.

Caching Trade-offsDNS caching reduces lookup time and load on DNS servers.

With so many excellent monospace fonts on the market, designed by professional designers and looking neat and beautiful, it’s surprising how many fall short when I actually use them for coding.

I’ve found myself consistently dissatisfied with certain aspects, for example:JetBrains Mono has a refined glyph design and uniform layout, but its style feels a bit too rigid.

Sarasa Gothic offers a 2:1 monospace ratio for Chinese and English, but the English portion feels too narrow, impacting readability.

Very few monospace fonts have rounded corners.

Very few monospace fonts prioritize support for Nerd-Font and Chinese characters.

OpenClaw is What Apple Intelligence Should Have BeenSomething strange is happening with Mac Minis.

An open-source project letting AI agents control computers might not ping your radar until it’s already happening.

If you’re Apple, you don’t want your AI agent automatically buying things, posting on social media, or making irreversible decisions.

Want your service to work with Apple Agent?

But platform revenue is what built Apple into a $3 trillion company.

Reusable PromptsAlmost all forms of AI coding context engineering ultimately involve a bunch of markdown files with prompts.

Skills: These newest entrants into coding context engineering are descriptions of additional resources, instructions, documentation, scripts, etc.

Files in your workspaceThe most basic and powerful context interfaces in coding agents are file reading and searching, to understand yourIf and when: Who decides to load context?

Example: Claude Code hooksHow much: Keeping the context as small as possibleOne of the goals of context engineering is to balance the amount of context given - not too little, not too much.

Context engineering can definitely make a coding agent mor…

Be careful of symbolic links whose target inode has been removed ("dangling" symbolic links) — open(2) will fail with the error code ENOENT .

This will fail with the error code if already exists, making this a perfect analogy to that works for directories, too.

Be careful of symbolic links whose target inode has been removed ("dangling" symbolic links) — will fail with the error code .

This will fail with the error code ENOENT if oldpath does not exist, enabling interprocess locking much like link(oldpath, newpath) above.

This will fail with the error code if does not exist, enabling interprocess locking much like above.

Let me show you why it's a trap and why Postgres is the better choice in 99% of cases.

What You Need Specialized Tool Postgres Extension Same Algorithm?

Quick Start: Add These ExtensionsHere’s all you need:-- Full-text search with BM25 CREATE EXTENSION pg_textsearch; -- Vector search for AI CREATE EXTENSION vector; CREATE EXTENSION vectorscale; -- AI embeddings & RAG workflows CREATE EXTENSION ai; -- Time-series CREATE EXTENSION timescaledb; -- Message queues CREATE EXTENSION pgmq; -- Scheduled jobs CREATE EXTENSION pg_cron; -- Geospatial CREATE EXTENSION postgis; CopyThat’s it.

In 2026, just use Postgres.

Create a free database in minutes:psql "postgresql://user:[email protected]…

Agent teams let you coordinate multiple Claude Code instances working together.

​ Enable agent teamsCLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS environment variable to 1 , either in your shell environment or through Agent teams are disabled by default.

​ How agent teams workThis section covers the architecture and mechanics behind agent teams.

List sessions and kill the one created by the team:Copy Ask AI tmux ls tmux kill-session -t < session-nam e >Agent teams are experimental.

No nested teams : teammates cannot spawn their own teams or teammates.

Spotlighting The World Factbook as We Bid a Fond Farewell (via) Somewhat devastating news today from CIA:One of CIA’s oldest and most recognizable intelligence publications, The World Factbook, has sunset.

The Factbook has been released into the public domain since the start.

Those are available (along with the rest of the Factbook) on the Internet Archive.

I downloaded the 384MB .zip file for the year 2020 and extracted it into a new GitHub repository, simonw/cia-world-factbook-2020.

Here's a neat example of the editorial voice of the Factbook from the What's New page, dated December 10th 2020:

These days it seems you need a trillion fake dollars, or lunch with politicians to get your own data center.

All of our model training, metrics, and data live in our own data center in our own office.

Having your own data center is cool, and in this blog post I will describe how ours works, so you can be inspired to have your own data center too.

Finally there’s cost, owning a data center can be far cheaper than renting in the cloud.

Operating a data center exposes you to many fun engineering challenges, but procuring power is not one of them.

1 year ago (Jan 2025) I quit my job as a software engineer to launch my first hardware product, Brighter, the world’s brightest lamp.

In March, after $400k in sales through our crowdfunding campaign, I had to figure out how to manufacture 500 units for our first batch.

With days until the 500 units are loaded into the container, I frantically call with the engineering team and factory.

Charged a sustainable amountFrom talking to other hardware founders, these kinds of mistakes happen to everyone; hardware is hard as they say.

Prioritized customer supportWhen the first 500 units were being delivered, I knew there were bound to be issues.

nanobot: Ultra-Lightweight Personal AI Assistant🐈 nanobot is an ultra-lightweight personal AI assistant inspired by Clawdbot⚡️ Delivers core agent functionality in just ~4,000 lines of code — 99% smaller than Clawdbot's 430k+ lines.

Key Features of nanobot:🪶 Ultra-Lightweight: Just ~4,000 lines of code — 99% smaller than Clawdbot - core functionality.

Run (two terminals) # Terminal 1 nanobot channels login # Terminal 2 nanobot gatewayFeishu (飞书) Uses WebSocket long connection — no public IP required.

Build and run nanobot in a container:# Build the image docker build -t nanobot .

# Initialize config (first time only) docker run -v ~ /.nanobot:/root/.nanobot --rm nanobot onboard # Edit confi…

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

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

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

At an unbeatable price.

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

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

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

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

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

Changelog News!

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

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

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

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

At an unbeatable price.

Squarespace – A website makes it real!

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

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

At an unbeatable price.

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

Squarespace – A website makes it real!

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

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.

It’s like, I don’t know if you’re a golfer, Tim, but that’s what golf folks say as well.

And golf tech, like any tech, is just limitless really what they can fine tune and dial in.

I’m being facetious, but you know, golf rounds aren’t cheap, golf trips with friends aren’t cheap, golf clubs are not cheap.

And so that today is my TrueNAS box.

I kind of want my TrueNAS box to do everything.

[ ] Well, there’s, and we’ve talked a lot about the building of a company and the building of software now.

And I think founders today have that, it is as important as the thing that they’re building, right?

And if you’re a developer building an agent, it could be your sales agent, it could be a developer of a coding agent.

And you connect up to the Layercode voice layer and put in our browser SDK and then you get a little voice agent microphone button and everything in the web app.

There’s a lot of trade-offs, right, in voice between latency, price, quality, so we let users explore that and find the right fit for their voice agent.

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.

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

Depot – 10x faster builds?

Build faster.

Accelerate Docker image builds, and GitHub Actions workflows.

Easily integrate with your existing CI provider and dev workflows to save hours of build time.

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

Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play.

It’s a workspace designed not just for making progress, but getting inspired.

Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs.

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

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.

Depot – 10x faster builds?

Build faster.

Easily integrate with your existing CI provider and dev workflows to save hours of build time.

Notion – Notion is a place where any team can write, plan, organize, and rediscover the joy of play.

Notion is for everyone — whether you’re a Fortune 500 company or freelance designer, starting a new startup or a student juggling classes and clubs.

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.

Depot – 10x faster builds?

Build faster.

Easily integrate with your existing CI provider and dev workflows to save hours of build time.

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.

LG Gram 17 (2025) ZDNET's key takeaways The LG Gram 17 (2025) is on sale now for $1,199.

So you like a big screen, 17-inch laptop, but you want to carry it around without breaking your back?

LG's Gram 17 lives up to its name as the lightest, thinnest 17-inch laptop you've likely laid your eyes on.

We've gone hands-on with multiple models from LG's Gram series over the past few years, such as 2024's Gram Pro 17 and the Gram Pro 16 2-in-1.

Despite the power, the Gram Pro 17 is also slightly thinner and lighter, as you're paying for a more premium design.

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.

Read More Show Expert Take Show lessWhat is the best antivirus software?

Choose this antivirus software… If you want… Malwarebytes The best antivirus program for Windows.

Windows Security The best free antivirus software solution.

FAQs on antivirus software Is antivirus software worth it anymore?

ESET NOD32 Best lightweight antivirus software ESET NOD32 is a lightweight antivirus that provides vital protection without slowing down your PC.

And in this economy, the prices on refurbished tech are looking more and more tempting.

MacBook Pro M4 (14-inch) Kerry Wan/ZDNETI don't blame you for being wary of used tech.

And yes, the M1 MacBook Pro can run MacOS 26 Tahoe, Apple's latest operating system.

Kyle Kucharski/ZDNETSo, should you buy a refurbished MacBook?

You can get a refurbished MacBook Pro M1 with 16GB of unified memory for several hundred less than a MacBook Pro M4 with a 10-core CPU.

Solid-state batteries have significant advantages over lithium-ion batteries. Here's what stands in the way of mass distribution.

It's up to manufacturers to integrate the latest Bluetooth features into products.

Key features include Shorter Connection Intervals, which enable ultra-low latency for wireless peripheral devices, and Channel Sounding Resilience, which enhances security in wireless key applications.

Therefore, you shouldn't allow a device's Bluetooth version to carry too much weight, because there's a chance the manufacturer will omit the best features.

Consider this: Bluetooth Auracast was announced in 2022, with widespread adoption gaining the most traction in 2025, with more anticipated in 2026.

Also: I switched to a Bluetooth Auracast receiver for my home theater setup - and have no regretsApplications…

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.

It depends, but a good habit is to clear your browser cache monthly and restart your iPhone daily or at least once a week.

Can I clear cache in other browsers or apps?

If you'd like to block cookies in Safari, follow these steps:Go to Settings > Safari > Advanced.

Select iPhone Storage.

How to find outUnfortunately, you can't clear a third-party app's cache directly in Settings, but this view gives you a clear breakdown of your storage and lets you delete or offload apps.

AI chatbots have become hugely popular, often saving folks a lot of work, while also putting jobs at risk.

I'm also avoiding AI model mentions (like GPT-5 vs. GPT-5-mini) here because the AI companies treat their free AI tiers like gumbo.

If you're just interested in a free AI chatbot, Copilot will do it for you as well.

If you're just interested in a free AI chatbot, Copilot will do it for you as well.

Read More Show Expert Take Show lessFAQs How did I choose these AI chatbots?

The Sony Bravia 3 may be an base model LED TV, but it still offers plenty of premium-grade features. Amazon is selling 85-inch version for just under $1,000.

Antetokounmpo is the first NBA player to directly invest in Kalshi.

Although the bill’s prospects are uncertain, New York is at least the sixth state to consider pausing construction of new data centers.

Benchmark Capital has been an investor in the Nvidia rival since 2016.

The organizer of the event swears it's not a joke.

This latest season of the TV show Industry takes a look at the world of money and power through the eyes of a fintech baron.

Apple engineers are working to support AI chatbot apps over the next few months.

From the first AI-generated Big Game ad courtesy of Svedka to Anthropic's beef with OpenAI, here are the biggest ads from Super Bowl LX.

WordPress users can now leverage Claude to analyze web traffic or find information about other internal site metrics.

The mysterious businessman pitched Jeffrey Epstein on numerous mobility startups in an era when the sector was white hot, according to TechCrunch's review of hundreds of documents released by the Department of Justice.

The acquisition could mark the beginning of consolidation in the carbon removal market since removal costs remain higher than buyers would like to pay.

This week's release of Opus 4.6 shook up the agentic AI leaderboards.

Elon Musk has merged SpaceX and xAI, creating what might be the blueprint for a new Silicon Valley power structure. With his $800 billion net worth already rivaling historic conglomerate GE’s peak market cap, and Musk being vocal about his view that “tech victory is decided by velocity of innovation,” the question isn’t whether a personal conglomerate can be built, but rather how far Musk himself is […]

Reddit said during earnings it's looking to buy 'capabilities' and 'companies.'

The company says it has continuous age check systems running in the background to ensure age accuracy.

Apple "is preparing to allow voice-controlled AI apps from other companies in CarPlay," reports Bloomberg, citing "people familiar with the matter." Bloomberg calls it "a move that will let users query AI chatbots through its vehicle interface for the first time." The company is working to support the apps in CarPlay within the coming months, said the people, who asked not to be identified because the plan hasn't been announced. The change marks a strategic shift for Apple, which until now has only allowed its own Siri assistant as a voice-control option within its popular vehicle infotainment software. With the move, AI providers such as OpenAI, Anthropic PBC and Alphabet Inc.'s Google wil…

Somewhere on America's eastern coast, there's an economic development agency in Massachusetts promoting green energy solutions. And Monday the Massachusetts Clean Energy Center (or MassCEC) announced "a first-of-its-kind" program to see what happens when they provide free electric vehicle chargers to selected residents, school districts, and municipal projects. The catch? The EV chargers are bi-directional, able "to both draw power from and return power to the grid..." The program hopes to "accelerate the adoption of V2X technologies, which, at scale, can lower energy bills by reducing energy demand during expensive peak periods and limiting the need for new grid infrastructure." This funct…

Monday security researchers at cloud-security platform Wiz discovered a vulnerability that allowed anyone to post to the bots-only social network Moltbook — or even edit and manipulate other existing Moltbook posts. "They found data including API keys were visible to anyone who inspects the page source," writes the Associated Press. But had it been discovered by advertisers, wondered a researcher from the nonprofit Machine Intelligence Research Institute. "A lot of the Moltbook stuff is fake," they posted on X.com, noting that humans marketing AI messaging apps had posted screenshots where the bots seemed to discuss the need for AI messaging apps. This spurred some observers to a new unders…

About 4% of all public commits on GitHub are now being authored by Anthropic's Claude Code, a terminal-native AI coding agent that has quickly become the centerpiece of a broader argument that software engineering is being fundamentally reshaped by AI. SemiAnalysis, a semiconductor and AI research firm, published a report on Friday projecting that figure will climb past 20% by the end of 2026. Claude Code is a command-line tool that reads codebases, plans multi-step tasks and executes them autonomously. Anthropic's quarterly revenue additions have overtaken OpenAI's, according to SemiAnalysis's internal economic model, and the firm believes Anthropic's growth is now constrained primarily by…

An anonymous reader shares a report: A new bill in the New York state legislature would require news organizations to label AI-generated material and mandate that humans review any such content before publication. On Monday, Senator Patricia Fahy (D-Albany) and Assemblymember Nily Rozic (D-NYC) introduced the bill, called The New York Fundamental Artificial Intelligence Requirements in News Act -- The NY FAIR News Act for short. "At the center of the news industry, New York has a strong interest in preserving journalism and protecting the workers who produce it," said Rozic in a statement announcing the bill. A closer look at the bill shows a few regulations, mostly centered around AI trans…

Neocities founder Kyle Drake has spent weeks trapped in Microsoft's automated support loop after discovering that Bing quietly blocked all 1.5 million websites hosted on his platform, a free web-hosting service that has kept the spirit of 1990s GeoCities alive since 2013. Drake first noticed the issue last summer and thought it was resolved, but a second complete block went into effect in January, cratering Bing traffic from roughly half a million daily visitors to zero. He submitted nearly a dozen tickets through Bing's webmaster tools but could not get past the AI chatbot to reach a human. After Ars Technica contacted Microsoft, the company restored the Neocities front page within 24 hour…

Waymo's robotaxis have racked up at least 24 safety violations involving school buses in Austin since the start of the 2025 school year, and a voluntary software recall the company issued in December after a federal investigation has not fixed the problem. Austin Independent School District initially reported at least 19 incidents of Waymo vehicles failing to stop for buses during loading and unloading -- illegal in all 50 states -- prompting NHTSA to open a probe. At least four more violations have occurred since the software update, including a January 19th incident where a robotaxi drove past a bus as children waited to cross the street and the stop arm was extended. Waymo also acknowled…

Hollywood's recent attempts to build entertainment around AI have consistently underperformed or outright flopped, whether the AI in question is a plot device or a production tool. The horror sequel M3GAN 2.0, Mission: Impossible -- The Final Reckoning, and Disney's Tron: Ares all disappointed at the box office in 2025 despite centering their narratives on AI. The latest casualty is Mercy, a January 2026 crime thriller in which Chris Pratt faces an AI judge bot played by Rebecca Ferguson; one reviewer has already called it "the worst movie of 2026," and its ticket sales have been mediocre. AI-generated content hasn't fared any better. Darren Aronofsky executive-produced On This Day...1776, …

An anonymous reader shares a report: Republicans' tax cuts shaved billions off Amazon's tax bill, new government filings show. The company says it ran a $1.2 billion tax bill last year, down from $9 billion the previous year, and even as its profits jumped by 45% to nearly $90 billion. That's largely because of the generous new depreciation breaks GOP lawmakers included in their One Big Beautiful Bill, something that's particularly important to Amazon which -- in addition to maintaining a vast infrastructure for its ubiquitous delivery business -- has been spending billions to build out artificial intelligence data centers. Also helping, though less important: The law's expanded breaks for …

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

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

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

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

testing, and linked to pytest docs and a

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

pytest.raises as a context manager, and have

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

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

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

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

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

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

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

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

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

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

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

site on the host, but produced with

Django running locally. In 2021, it became a

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

the old-fashion…

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Update: I found a solution which I describe in

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Today is the publication of the third edition of Autism

Adulthood: Insights and Creative Strategies for a Fulfilling Life. It’s my

wife Susan’s book collecting stories and experiences from

people all along the autism spectrum, from the self-diagnosed to the

profound.The book includes dozens of interviews with autistic adults, their parents,

caregivers, researchers, and professionals. Everyone’s experience of autism is

different. Reading others’ stories and perspectives can give us a glimpse into

other possibilities for ourselves and our loved ones.If you have someone in your life on the spectrum, or are on it yourself, I

guarantee you will find new ways to understand the breadth of what aut…

Today is the publication of the third edition of Autism

Adulthood: Insights and Creative Strategies for a Fulfilling Life. It’s my

wife Susan’s book collecting stories and experiences from

people all along the autism spectrum, from the self-diagnosed to the

profound.The book includes dozens of interviews with autistic adults, their parents,

caregivers, researchers, and professionals. Everyone’s experience of autism is

different. Reading others’ stories and perspectives can give us a glimpse into

other possibilities for ourselves and our loved ones.If you have someone in your life on the spectrum, or are on it yourself, I

guarantee you will find new ways to understand the breadth of what aut…

Robotaxis are poised to further close the delta between suburbs and the city; the city (and Uber) might never recover.

In Why your mock doesn’t work I explained this rule of

mocking:Mock where the object is used, not where it’s

defined.That blog post explained why that rule was important: often a mock doesn’t

work at all if you do it wrong. But in some cases, the mock will work even if

you don’t follow this rule, and then it can break much later. Why?Let’s say you have code like this:# user.py def get_user_settings() -> str: with open(Path("~/settings.json").expanduser()) as f: return json.load(f) def add_two_settings() -> int: settings = get_user_settings() return settings["opt1"] + settings["opt2"] You write a simple test:def test_add_two_settings(): # NOTE: need to create ~/settings.json for this to work…

In Why your mock doesn’t work I explained this rule of

mocking:Mock where the object is used, not where it’s

defined.That blog post explained why that rule was important: often a mock doesn’t

work at all if you do it wrong. But in some cases, the mock will work even if

you don’t follow this rule, and then it can break much later. Why?Let’s say you have code like this:# user.py def get_user_settings(): with open(Path("~/settings.json").expanduser()) as f: return json.load(f) def add_two_settings(): settings = get_user_settings() return settings["opt1"] + settings["opt2"] You write a simple test:def test_add_two_settings(): # NOTE: need to create ~/settings.json for this to work: # {"opt1": 1…

Искатели кайфов, дрейф на рейв, парусить вокруг торнадо, высадка на необитаемый остров

It’s been a busy, bumpy week with coverage.py. Some things did not go

smoothly, and I didn’t handle everything as well as I could have.It started with trying to fix issue 2064 about

conflicts between the “sysmon” measurement core and a concurrency setting.To measure your code, coverage.py needs to know what code got executed. To

know that, it collects execution events from the Python interpreter. CPython now

has two mechanisms for this: trace functions and sys.monitoring. Coverage.py

has two implementations of a trace function (in C and in Python), and an

implementation of a sys.monitoring listener. These three components are the

measurement cores, known as “ctrace”, “pytrace”, and “sysmon”…

It’s been a busy, bumpy week with coverage.py. Some things did not go

smoothly, and I didn’t handle everything as well as I could have.It started with trying to fix issue 2064 about

conflicts between the “sysmon” measurement core and a concurrency setting.To measure your code, coverage.py needs to know what code got executed. To

know that, it collects execution events from the Python interpreter. CPython now

has two mechanisms for this: trace functions and sys.monitoring. Coverage.py

has two implementations of a trace function (in C and in Python), and an

implementation of a sys.monitoring listener. These three components are the

measurement cores, known as “ctrace”, “pytrace”, and “sysmon”…

We are in an AI Bubble: the big question is if this bubble will worth it for the physical infrastructure and coordinated innovation that result?

Last night was a Boston Python project night where I

had a good conversation with a few people that was mostly guided by questions

from a nice guy named Mark.How to write nice code in researchMark works in research and made the classic observation that research code is

often messy, and asked about how to make it nicer.I pointed out that for software engineers, the code is the product. For

research, the results are the product, so there’s a reason the code can be and

often is messier. It’s important to keep the goal in mind. I mentioned it might

not be worth it to add type annotations, detailed docstrings, or whatever else

would make the code “nice”.But the more you can make “nice” a habit, …

Last night was a Boston Python project night where I

had a good conversation with a few people that was mostly guided by questions

from a nice guy named Mark.How to write nice code in researchMark works in research and made the classic observation that research code is

often messy, and asked about how to make it nicer.I pointed out that for software engineers, the code is the product. For

research, the results are the product, so there’s a reason the code can be and

often is messier. It’s important to keep the goal in mind. I mentioned it might

not be worth it to add type annotations, detailed docstrings, or whatever else

would make the code “nice”.But the more you can make “nice” a habit, …

Decreasing transportation and communications costs increases resiliency in theory, but destroys it in practice. The only way to have resiliency is through less efficiency.

This post continues where Hobby Hilbert Simplex left

off. If you haven’t read it yet, start there. It explains the basics of Hobby

curves, Hilbert sorting and Simplex noise that I’m using.AnimationTo animate one of our drawings, instead of considering 40 lines, we’ll think

about 140 lines. The first frame of the animation will draw lines 1 through 40,

the second draws lines 2 through 41, and so on until the 100th frame is lines

100 through 140:I’ve used a single Hilbert sorter for all of the frames to remove some

jumping, but the Hobby curves still hop around. Also the animation doesn’t loop

smoothly, so there’s a giant jump from frame 100 back to frame 1.Natural cubicsHobby curves look nic…

This post continues where Hobby Hilbert Simplex left

off. If you haven’t read it yet, start there. It explains the basics of Hobby

curves, Hilbert sorting and Simplex noise that I’m using.AnimationTo animate one of our drawings, instead of considering 40 lines, we’ll think

about 140 lines. The first frame of the animation will draw lines 1 through 40,

the second draws lines 2 through 41, and so on until the 100th frame is lines

100 through 140:I’ve used a single Hilbert sorter for all of the frames to remove some

jumping, but the Hobby curves still hop around. Also the animation doesn’t loop

smoothly, so there’s a giant jump from frame 100 back to frame 1.Natural cubicsHobby curves look nic…

OpenAI is making a play to be the Windows of AI: the all-encompassing platform that controls both hardware supplier and software developers.

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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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«Магнит» договорился о покупке контрольного пакета в сети «Азбука вкуса». В сделку вошли магазины «Азбука вкуса» в Москве и Петербурге, пять фабрик-кухонь и три распределительных центра. Условия сделки не раскрываются. По оценке опрошенных РБК экспертов, стоимость контрольного пакета «Азбуки вкуса» может составлять 35—40 млрд рублей.

Совет директоров ВТБ рекомендовал направить на годовые дивиденды 25,58 ₽ на акцию. Такая выплата дает доходность больше 20%. Но сможет ли компания позволить себе это? Оцениваем риски накануне собрания акционеров.

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (Feb. 02-06) appeared first on EU-Startups.

Italy is often associated with its rich cultural heritage, strong industrial foundations, and globally recognised design and manufacturing sectors. From Milan’s role as a financial and business centre to the country’s deep-rooted expertise in engineering, construction, and logistics, Italy has long combined tradition with technical know-how. In recent years, this foundation has increasingly been paired […]

The post From Milan to Liguria: 10 of the most promising Italian startups shaping the next tech cycle appeared first on EU-Startups.

Bristol-based Uplift360, an advanced materials startup innovating how aerospace, defence and industrial sectors recover and reuse high-value composite waste, announced today the successful close of its €7.4 million Seed funding round. The round was led by Extantia, with significant contributions from the NATO Innovation Fund (NIF), Promus Ventures and Fund F. Sam Staincliffe, CEO and […]

The post With Rolls-Royce collaboration in place, Uplift360 secures €7.4 million to target composite supply-chain resilience appeared first on EU-Startups.

Helsinki-based sustainable technology company Capalo AI today announces an €11 million Series A funding round to accelerate the rollout of its AI-powered virtual power plant across Europe and scale the optimisation and trading of battery energy storage systems. The round was led by Heartcore Capital, with participation from Tesi (Finnish Industry Investment) and full re-participation […]

The post Growing pressure on Europe’s electricity grids drives €11 million for Capalo AI to scale virtual power plant operations appeared first on EU-Startups.

Chiral, a Swiss nanotechnology company pioneering next-generation semiconductor and quantum technologies with nanomaterials, today announced the successful closing of a €10 million ($12 million) Seed financing round. The round was led by Crane Venture Partners, with participation from Quantonation, HCVC, and Founderful, as well as public funding from Innosuisse. “Nanomaterials have shown outstanding performance in […]

The post Swiss nanotechnology startup Chiral secures €10 million to scale post-silicon chip manufacturing appeared first on EU-Startups.

TWAICE, a Munich-based battery software company, has secured €24 million in financing from the European Investment Bank (EIB) to scale up its predictive battery analytics for Europe’s energy transition. According to TWAICE, the financing will boost its growth as electrification rapidly expands in both battery energy storage and electric vehicle sectors, increasing the need for […]

The post Munich-based TWAICE secures €24 million EIB loan to scale predictive battery analytics for Europe’s energy transition appeared first on EU-Startups.

Qualis Flow (Qflow), a London-based construction data platform, has secured a €2.3 million (£2 million) strategic investment from San Francisco-based software firm Autodesk to fuel its plan to link construction data back with design intent. According to the company, this investment builds on the existing product collaboration between Qflow and Autodesk Construction Cloud, with the […]

The post Female-led UK construction data startup Qflow secures €2.3 million strategic investment from Autodesk appeared first on EU-Startups.

With applications closing on 8 February, early-stage founders now have their final opportunity to secure a spot in one of Europe’s most competitive startup pitch competitions. As previously announced, this competition now features a prize package exceeding €1 million, making this year’s edition the most attractive to date! Taking place on 7 and 8 May in […]

The post Last chance to apply for this year’s EU-Startups Pitch Competition! appeared first on EU-Startups.

Zug-based CleanTech company enshift has successfully raised €18.5 million (CHF 17 million) in a Series A funding, positioning it as Switzerland’s fastest-growing solar financing partner and one of the most active private operators of renewable-energy solutions. The round was led by Swiss Solar Group – bringing total funding to €25.5 million (CHF 23.5 million). “2025 was […]

The post As new Swiss and EU energy regulations take shape, enshift raises €18.5 million to scale integrated energy-transition solutions appeared first on EU-Startups.

Amsterdam-based Duna, an identity FinTech founded by two Stripe alumni, today announced a €30 Million Series A funding round to build global trust infrastructure by providing a digital passport for every business. The round was led by CapitalG, Alphabet’s independent growth fund. Existing investors Index Ventures, Puzzle Ventures and Snowflake Chairman Frank Slootman also participated […]

The post Dutch FinTech startup Duna raises €30 million to expand compliant AI for business identity and onboarding appeared first on EU-Startups.

Denmark is widely recognised for its high quality of life, shaped by strong public infrastructure, sustainability-driven urban planning, and a culture that prioritises long-term thinking. From bike-friendly cities and clean coastlines to digitally advanced public services, these foundations create an environment that supports both talent attraction and entrepreneurial ambition. This mindset is also reflected in […]

The post From Copenhagen and beyond: 10 of the most promising Danish startups to watch in 2026 appeared first on EU-Startups.

Bound, an automated British FX risk management platform helping businesses protect themselves from currency volatility, today announced a €20.7 million ($24.5 million) Series A funding to pursue regulatory authorisation in the EU, building on the nearly €1.6 billion ($2 billion) it traded in 2025. The round was led by AlbionVC, with participation from Notion Capital […]

The post London-based risk management platform Bound secures €20.7 million to support EU regulatory approval and growth appeared first on EU-Startups.

Lawhive, a London-based LegalTech company transforming how consumer legal services are delivered, has raised €50 million ($60 million) in Series B funding to accelerate its expansion across the US and scale its model of building an AI-native consumer law firm. The round was led by Mitch Rales, co-founder of Danaher Corporation, with participation from TQ […]

The post UK LegalTech startup Lawhive secures €50 million to scale AI-driven consumer law firm model appeared first on EU-Startups.

ElevenLabs, a leader in AI voice generation and text-to-speech technology, has raised €424 million ($500 million) in a Series D funding round – valuing the British company at €9.3 billion ($11 billion), more than tripling its valuation from one year prior, and bringing total funding to €662 million ($781 million) across five rounds since its […]

The post ElevenLabs’ €424 million raise values the company at €9.3 billion and marks one of Europe’s largest AI funding rounds this year appeared first on EU-Startups.

This week on the EU-Startups Podcast, we sit down with Tessa Clarke, Co-founder and CEO of Olio, a community-powered platform built to redistribute surplus food and household items at scale. Founded in 2015, Olio connects neighbours and local communities to share surplus food and non-food items that would otherwise go to waste. Alongside peer-to-peer sharing, […]

The post The EU-Startups Podcast | Interview with Tessa Clarke, Co-founder and CEO of Olio appeared first on EU-Startups.

This week, we tracked more than 70 tech funding deals worth over €1.4 billion and 5 exits, M&A transactions, rumours, and related news stories across Europe. Alongside the week’s top funding round...

Finnish sustainable technology company Capalo AI hascompleted an €11 million Series A funding round to support the expansion of itsAI-powered virtual power plant across Europe and to scale the optimis...

In 2025, the UK led European tech investment by a wide margin, raising €21.5 billion across 830 deals and topping investment volumes in every quarter of the year. Funding was driven by a small n...

Croatian-founded Daytona has raised a $24M Series A to buildinfrastructure designed for large-scale agent workloads. The round was led byFirstMark Capital, with Matt Turck joining the board. Additiona...

London-based Bound, an automated FX risk managementplatform, has closed a $24.5 million Series A funding round led by AlbionVC,with participation from Notion Capital and GoHub Ventures, alongside cont...

A UK-founded legaltech startup looking to democratise legal services for consumers has raised $60 million in funding, with the funds geared towards speeding up its US expansion.The Series B funding ro...

Following our previous announcements, we are delighted to reveal newly confirmed speakers for the Tech.eu Summit London 2026.The event will take place on 21-22 April 2026 at the Queen Elizabeth II Cen...

The Hong Kong Trade Development Council (HKTDC) will host two prominent exhibitions from 13-16 April 2026 — InnoEX and Electronics Fair (Spring Edition) at the Hong Kong Convention and Exhibition Cent...

Invest Europe, incollaboration with the European Investment Fund (EIF), has published a newreport titled TheVC Factor: Skills Edition. The report analyses Europe’s venture capitallandscape, with a foc...

European tech startups raised €5 billion across 265deals in January 2026, marking a 9 per cent drop in deal volume and a 24per cent decline in funding compared with the same month year before. Regiona...

Danish tech luminaries, including leaders from Synthesia, Pleo and Flatpay, are backing Pluto.markets, a Danish YC-backed investment platform looking to disrupt the brokerage market in the Nordics, in...

Healthtech startup Gardia has closedan €8.5 million Series A round to support the expansion of its mobilefall-detection emergency system for seniors. The round was led by Europeanventure capital firm ...

Plato, an AI-based operating system forwholesale distributors, has closed a $14.5 million seed funding round led byAtomico, with participation from existing investors including Cherry Ventures.The dis...

R3 Robotics (formerly Circu Li-ion) has raised €20 million in combined financing to industrialise the automated disassembly of electric vehicle systems at scale. The company has raised €14 million in ...

Valeria, a Barcelona-based payroll and workforce operations startup, has raised $2 million in a funding round led by Venture Friends, with participation from Fortino Capital and 10k Ventures. Founded ...

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

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

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

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

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

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

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

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

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

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

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

All Thibault Launay and his wife Simi wanted nearly five years ago was to build a dream home in Portugal, where they both now live. But what they encountered instead was a broken system. “Fourteen months of delays, 20% budget overruns, and endless stress managing over 10 subcontractors,” Thibault recalled. They bought the land in […]

This week on StrictlyVC Download, Strictly VC’s Alex Gove speaks with Eric Slesinger from 201 Ventures, a firm focused on seed-stage defense tech startups in Europe. They discuss Slesinger’s journey from CIA to investor and how he recognized the untapped potential in European defense tech while others were dismissive. They also chat about how he’s […]