Amazon Threat Intelligence identified a PHP2Shell exploitation attempt dating to Oct. 17, 2026, in MadPot telemetry, four days before public disclosure of CVE-2026-109618 and CVE-2026-109619.

On the day of the release, Amazon Threat Intelligence identified multiple proof of concept exploits for the vulnerability, with the earliest around 2026-10-21 0200 UTC.

Subsequently, from 2026-10-21 0200 UTC to 2026-10-21 0800 UTC, Amazon Threat Intelligence identified additional exploitation attempts of PHP2Shell targeting MadPot from additional anonymized infrastructure.

We analyze over 200 billion events per minute and integrate threat intelligence from our MadPot honeypot network to identify and bl…

On the surface, paying as low as 24 cents for an hour of streaming game time doesn’t sound completely unreasonable.

Not so with a la carte Xbox Cloud Streaming.

Not so with a la carte Xbox Cloud Streaming.

Credit: Getty ImagesKeep the meter runningMicrosoft’s metered Cloud Playtime packs differ from Google’s failed Stadia streaming experiment, which offered unlimited streaming playtime across devices for games you purchased on the platform.

Of course, Stadia game purchases also didn’t let you download games for local play on a PC or console, making the overall value proposition quite different.

Seemingly as an accident, overnight several new Linux kernel vulnerability reports were posted to the public Linux kernel mailing list rather than the private security mailing list.

The CVSS scores are as high as 9.0.Trend Micro's Zero Day Initiative sent out a number of vulnerability reports to the public Linux kernel mailing list (LKML) rather than the typical private security mailing list.

This seemingly was a mistake with Linux's second-in-command Greg Kroah-Hartman responding to each report asking about their submission to the public mailing list.

For this one Linux kernel developers received a security report from another source last week over the same issue and a patch is expected to…

next ) {const Node & p = _nodes [ w ] ;if ( cross ( a . x , a . y , b . x , b . y , p . x , p . y ) < 0 ||cross ( b . x , b . y , c . x , c . y , p . x , p . y ) < 0 ||cross ( c . x , c . y , a . x , a . y , p . x , p . y ) < 0 )continue ;if ( !

samePos ( p , b ) &&!

Marked hits 489 ms up to 4 vertices 5–8 vertices 9–32 vertices 33–256 vertices 257 and more verticesThe naive row is shorter than Delaunay in every size class but the last.

The test becomes:bool isEar ( uint32_t v ) const{const Node & b = _nodes [ v ] ;if ( b . reflex )return false ;const Node & a = _nodes [ b . prev ] , & c = _nodes [ b . next ] ;for ( uint32_t i = 0 ; i < _live ; ++ i ) {const Item & p = _items [ i ] ;if ( p …

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A Markdown document does not require an account, a subscription, a particular company or a complicated file format to remain useful.

Markdown is already plain text, so nearly every operating system can technically open it with some kind of text editor.

A Markdown document created on Linux should open naturally on Windows, remain editable on Android and display properly on an iPhone.

I want to double-click a Markdown file on my computer and have it open as a document.

I want to make a correction, save the file and know that the original Markdown will still work wherever I open it next.

OpenAI CLIThe official CLI for the OpenAI REST API.

Help works without an API key or network connection:openai help setup # Enter your API key safely openai images generate --help # Example and every image option openai help images generate # The same complete image help openai --help # Command groups and global optionsAdd --help (or -h ) to any command for its complete help page.

openai help COMMAND shows the same page.

Upload a local file with an explicit purpose, inspect its metadata, then download its contents:openai files upload " upload space.txt " --purpose user_data openai files get file-example openai files download file-example --output " downloaded copy.txt " openai files downloa…

The other one is Windows PowerShell (v5.1 and below), which is based on .NET Framework and not actively developed.

Windows 11 still only includes Windows PowerShell, and not PowerShell 7.

The basic premise of a PowerShell script isn't much different than a Bash script.

That alias was removed in PowerShell 7, and Windows now includes the real applicationI wanted the installer to work in older versions of Windows PowerShell, so it could run on older PCs without first upgrading the PowerShell version.

There were no existing tools for that, so I created a "Tumblr to Eleventy" PowerShell script.

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The biggest wins were teaching it to repair its own mistakes and decoding screen rows in parallel.

After that, each keypress goes in as the raw bytes a real terminal would send.

In this example, the old row 1 becomes row 0, row 2 becomes row 1, and so on.

Altogether, the model uses a tiny vocabulary of 333 tokens: 256 byte tokens, 64 row tokens and a handful of special operations.

I started off by doing straightforward supervised fine-tuning: give a screen history and a keypress, predict the screen delta produced by the real terminal.

It adds Claude to Google Docs, Sheets, and Slides, so that you can work with Claude directly in your open files.

Additionally, we are releasing new Google Docs, Sheets, and Slides connectors (beta) that Claude uses to create and edit Google files directly from Claude.

In Sheets, Claude can write formulas, build pivot tables and native Sheets charts, and add new tabs.

In Slides, Claude can build new slides from your deck’s layouts and themes, so they match the rest of the deck.

To edit Google files from Claude, turn on the Google Docs, Sheets, and Slides connectors (opens in new tab).

Multi-agent LLM coordination in a Pokémon 2v2 environmenthttps://github.com/OliverGrabner/multi-agent-poke-showdownWatch a battle with team chat↗The future is in LLM collaborations, and it is important to be able to understand how good agents are at working together, communicating and negotiating actions.

To test this, I built a multi-agent environment on Pokémon Showdown's 2v2 format to evaluate these abilities.

Talk modesFree talk (keep talking until both have chosen), one message each, no talk, and one model controlling both Pokémon.

Teammates who could talk freely won 64% of their battles against the max-damage bot, while teammates who couldn't talk at all won 42%.

Qwen3.8-27B team with…

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We asked them: How close do you feel you are to being the kind of person you ought to be, morally speaking?

Among the youngest adults, a significant portion (38%) say that they are “very far” or “somewhat far” from being the person that they ought to be from a moral standpoint.

Older folks seem pretty content with the person that they’ve become.

Among the youngest adult respondents, it was the most religious who were the most inclined to say that they were closer to the person that they ought to be.

Does that create a different (possibly higher standard) to a question about becoming the person we are supposed to be?

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I don't think this PHP vulnerability is that exploitable.

If you take a look at github right now, there are thousands, literally thousands, of "PoC" exploits for this vulnerability.

Go ahead, stand up a php server you think is vulnerable in Docker and then run the PoC yourself.

In non-php terms, their exploit chain requires the server to already have a severe code-level vulnerability.

It's especially bizarre in this case, where AI is inserting a vulnerability on the server... to prove that the server is vulnerable to your "exploit any PHP instance" attack!

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pretty-simple pretty-gist GameState { turn = White , pBlackWin = 0.3463 , pWhiteWin = 0.3896 , nMoves = 0 , board = Board [ [ Just ( Piece { pieceType = Rook , owner = Black , lastMoved = Nothing } ) , Just ( Piece { pieceType = Knight , owner = Black , lastMoved = Nothing } ... GameState { turn = White , pBlackWin = 35% , pWhiteWin = 39% , nMoves = 0 , board = [ [r, n, b, q, k, b, n, r] , [p, p, p, p, p, p, p, p] , [_, _, _, _, _, _, _, _] , [_, _, _, _, _, _, _, _] , [_, _, _, _, _, _, _, _] , [_, _, _, _, _, _, _, _] , [P, P, P, P, P, P, P, P] , [R, N, B, Q, K, B, N, R] ] }So one difference is that I've gone with a hanging bracket style, with no newline directly after GameState or board …

After some 7 months of being ‘closed’ to new entrants, Garmin has re-opened and revamped the Garmin Connect API developer program, focused specifically on 3rd-party platforms that want to receive data files from Garmin devices via Garmin Connect, or send certain types of data to Garmin devices.

All of these leverage the Garmin Connect API today, and have for many years.

Beyond that, you also get both general Health Data and Women’s Health Data JSON summaries (which is fine in this context, I think).

These allow developers to *push* routes/courses to Garmin Connect, which can in turn end up on your device.

Between now and then, Garmin will work with existing Garmin Connect API partners to so…

examining the macOS gcc binaryif you’ve ever written C(or c++) on a mac, you’ll know that the so-called gcc is just clang in disguise$ gcc gcc clang: error: no input files error: no input filesmost people(fairly) assume that this is just an alias, but this is not true!

it’s a binary$ which gcc which gcc /usr/bin/gccnow, what is this binary?

toolName , "llvm-g++" ) == 0x0 ) { strcmp_mainExecutableToolNametoolName = "clang++" ; r21 } } else { = "clang++" ; r21 } } (); xcselect_invoke_xcrun } else { (); xcselect_invoke_xcrun } } else { if ( strcmp (* _mainExecutableToolName .

toolName , "llvm-g++" ) == 0x0 ) { strcmp_mainExecutableToolNametoolName = "clang++" ; r21 } } else { = "clang++" ; r21…

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I often find myself writing (by which I mean generating) functions to convert enums to strings.

A naïve implementation of such a function might look like:const char * dxgi_format_to_string( unsigned x) { switch (x) { case 0 : return "UNKNOWN" ; case 1 : return "R32G32B32A32_TYPELESS" ; case 2 : return "R32G32B32A32_FLOAT" ; case 3 : return "R32G32B32A32_UINT" ; case 4 : return "R32G32B32A32_SINT" ; case 5 : return "R32G32B32_TYPELESS" ; case 6 : return "R32G32B32_FLOAT" ; case 7 : return "R32G32B32_UINT" ; case 8 : return "R32G32B32_SINT" ; case 9 : return "R16G16B16A16_TYPELESS" ; case 10 : return "R16G16B16A16_FLOAT" ; case 11 : return "R16G16B16A16_UNORM" ; case 12 : return "R16G16B16A1…

Sarah Frier / Bloomberg:

Filing: Meta reports ~$825B in total future commitments for leases and contracts, up from nearly $700B in July; off-balance-sheet leases total $355.7B to 2036 — Meta Platforms Inc. said it has agreed to spend about $825 billion in the future on various leases and contracts …

Leo Schwartz / The Information:

Source: a16z plans to drop “crypto” from its flagship blockchain fund, rebranding it to “a16z frontier” and broadening its investment strategy beyond crypto — Andreessen Horowitz, which made one of the boldest bets on blockchain investments in the venture world …

Isabella Ward / Wired:

Meta reports 18% YoY ad revenue growth in Europe for Q3, down from ~40% in Q1 and 24% in Q2, lagging the US and Canada, after rolling out Less Personalized Ads — An earnings briefing on Wednesday revealed ad revenue has slowed since the European Union introduced the Less Personalized Ads models at the beginning of this year.

Bloomberg:

At GTC Berlin, Jensen Huang says he urged UK-based neocloud Nscale to “work around the clock” to resolve data center delays amid investor doubts about its IPO — Nvidia Corp. Chief Executive Officer Jensen Huang said he told UK-based neocloud Nscale to “work around the clock” …

Emmy Martin / New York Times:

How the AI boom is boosting paint maker PPG's sales: its specialized gray coatings serve critical functional needs and total $3M to $8M per data center, per JLL — Tech companies are painting data centers with gray coatings on top of gray concrete and steel to resist fire, rust and static electricity.

Emily Mullin / Wired:

Hugging Face releases Carbon-X, an open-source, 14B-parameter multimodal AI model to let users query DNA sequences via natural language, trained on 300B tokens — The new open-source model speaks the language of DNA and can help researchers understand the effects of any changes on gene activity and health.

Ashley Carman / Bloomberg:

Spotify reports Q3 revenue up 16% YoY to €4.97B, below €4.98B est., subscribers up 9% to 306M, MAUs up 11% to 788M, meeting est., and €672M operating income — Spotify Technology SA reported monthly active users grew 1% in the third quarter, over the prior quarter …

Andrew Gray / Reuters:

Palantir says that neither the company nor the US government has a “kill switch” for its Maven platform that NATO uses, after Ukraine's Starlink disruptions — US software company Palantir (PLTR.O) sought to reassure Europeans that its military AI system used by NATO has no …

SemiAnalysis:

A look at Huawei and DeepSeek's mutual reliance, where Huawei provides compute hardware while DeepSeek contributes model workloads and kernel optimization — Huawei Ascend 950PR Deep dive & µbenchmarks, DSv4.1 Flash Analysis, DeepSeek support for Ascend, AICPU, Tilelang Ascend

William Shaw / Bloomberg:

Barclays plans to cut 5,000 jobs, or ~5% of its workforce, by the end of 2026 as part of AI-driven cost cutting, with ~60% coming from support and developers — Barclays to Cut 5,000 Jobs as AI Starts to Create Efficiency — Video Player is loading. — Unmute — Current Time 0:00 Loaded: 69.77% Playback Rate

John Gruber / Daring Fireball:

iPhone Duo review: the outer device is by far the worst iPhone Apple has ever made, while the inner device is a splendid tablet with a UI that bests the iPad's — The very nature of the iPhone Duo raises numerous obvious questions about what it's like to use. Does it not feel thick and heavy, awkward both to pocket and unpocket?

Foreign Affairs:

How AI is an inherently imperial technology, and how the US and China are building rival “AI empires” with different approaches to extend their power — The Rise and Fall of a New Global Order — In the span of a few years, China and the United States have each assembled …

Bloomberg:

Pressure to back promising AI startups is upending the VC investment process, with investors willing to buy into the same round at rapidly escalating valuations — Venture capitalists are fighting to invest in AI startup Emulate, driving its valuation into the billions …

Milana Vinn / Reuters:

Source: Musk's public endorsement of a potential SpaceX-Tesla merger rattled some insiders, who worry his comments could invite shareholder scrutiny and delays — Elon Musk's public endorsement this week of a potential $3.5 trillion merger between SpaceX (SPCX.O) and Tesla (TSLA.O) …

Financial Times:

Sources: Axel Springer CEO Mathias Döpfner proposed joining a bid for TikTok's European business over lunch with Charles Kushner, the US ambassador to France — Axel Springer boss Mathias Döpfner raised idea over lunch with US ambassador to France Charles Kushner.

AJ Vicens / Reuters:

Microsoft says China-linked hackers used AI penetration testing tool ARTEX to compromise ConnectWise as part of a campaign targeting hundreds of organizations — A Chinese state-aligned hacking group used an AI-driven penetration testing tool to compromise IT services firm ConnectWise as part …

Nikkei Asia:

A Micron labor union staged Taiwan's first-ever strike in the semiconductor industry on Thursday, demanding a regular profit-sharing scheme for its employees — TAIPEI — A Micron Technology labor union launched Taiwan's first-ever strike in the semiconductor industry on Thursday amid …

New York Times:

SEC filings show how Meta restructured its stock to shield Mark Zuckerberg from California's proposed wealth tax, after he said he'd sell his Palo Alto home — The billionaire told Meta's board that he planned to list his Silicon Valley home for sale. The company remade its stock structure to help him pay the tax if voters pass it.

Plugins, agents, and skills for AI coding toolsUse one collection of plugins, agents, skills, and commands across Claude Code, OpenAI Codex CLI, Cursor, OpenCode, Antigravity CLI, GitHub Copilot, and Pi.

CursorCursor uses the committed plugin marketplace registry.

Both installers read skills from GitHub without cloning the repository and install them without the plugin's agents, commands, or hooks.

gh skill install wshobson/agents python-testing-patterns npx skills add wshobson/agents --skill python-testing-patternsgh skill requires GitHub CLI 2.90 or later.

External memory integrationPensyve remains an optional external Claude Code marketplace entry.

Android skills follow the open-standard agent skills - markdown files (SKILL.md) that provide a technical specification of a task, and ground LLMs with information on specialized domains and workflows.

Our Android skill development focuses on use cases and workflows where evaluations show LLMs underperform.

Options:--all - Add all Android skills.

- Add all Android skills.

To update all skills or specific ones, run:android skills update --all android skills update wear-compose-m3Install as an agent pluginClaude Code:/plugin marketplace add android/skills /plugin install android-skills@android-skillsCodex:codex plugin marketplace add android/skills codex plugin add android-skills@android-skil…

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3D Image CompositingLayer backdrops, foregrounds, and props in 3D to build compositions with depth.

Image to 3D MeshTurn an image into a 3D object you can position, rotate, and frame precisely.

Feature Preview Text to ImageExplore ideas across a wide range of image models with a text prompt.

Prompted Image EditingDescribe changes to an image with models such as Nano Banana Pro and GPT Image.

Sora Sora 1, Sora 2, and GPT Image 1.

Ghidra Software Reverse Engineering FrameworkGhidra is a software reverse engineering (SRE) framework created and maintained by the National Security Agency Research Directorate.

InstallTo install an official pre-built multi-platform Ghidra release:Install JDK 25 64-bitDownload a Ghidra release file NOTE: The official multi-platform release file is named ghidra___.zip which can be found under the "Assets" drop-down.

gradle -I gradle/support/fetchDependencies.gradleCreate development build:gradle buildGhidraThe compressed development build will be located at build/dist/ .

The plugin and its corresponding instructions can be found within a Ghidra release at Extensions/Eclipse/GhidraDev/ or at…

SwiftUI Agent Skill for AI Coding AssistantsAn agent skill that helps AI coding assistants write smarter, simpler, and more modern SwiftUI, including guidance on API usage, design, performance, and accessibility.

Also available:Find more agent skills for Swift and Apple platform development at Swift Agent Skills.

It uses the Agent Skills format, so it works smoothly with Claude Code, Codex, Gemini, Cursor, and more.

You can also trigger the skill using natural language:Use the SwiftUI Pro skill to look for performance problems in this project.

You can read more about why I created this skill in my article: SwiftUI Agent Skill - Write better code with Claude, Codex, and other AI tools.

Codex codex plugin marketplace add cathrynlavery/diagram-design codex plugin add diagram-design@diagram-design Codex refreshes configured Git marketplaces at startup.

To fetch a merged update, run copilot plugin marketplace update diagram-design , then copilot plugin update diagram-design@diagram-design .

Factory Droid droid plugin marketplace add https://github.com/cathrynlavery/diagram-design droid plugin install diagram-design@diagram-design --scope user Droid tracks Git plugins by commit rather than the manifest's display version.

To fetch a merged update, run droid plugin marketplace update diagram-design , then droid plugin update diagram-design@diagram-design --scope user , and start…

Native analysis can use an existing Hopper, Ghidra, or IDA installation; setup can optionally install Hopper with approval.

Static JavaScript analysis needs no native analysis engine.

To install the rea command for regular use:npm install --global rea-agents rea --helpFor native analysis, configure a provider first.

If you use npx , update your agent setup with:npx rea-agents@latest setupReview the setup changes and restart your agent.

Static JavaScript and .NET inspection work without a native analysis engine.

ASD-STE100 Skill — Simplified Technical English for Agent OutputA Claude Code skill that rewrites dense, ambiguous English into ASD-STE100 Simplified Technical English (STE) — the controlled-language standard the aerospace and defense industry built so aircraft maintenance instructions cannot be misread.

If the tool does not resolve the conflict, it reports the conflict for manual review."

Reads the input English text for meaning.

The dangling-conjunction rule checks list markers at the start of a line with zero to three leading spaces and ASCII spaces after the marker.

ScopeBuilt for: agent-to-agent messages, tool/function descriptions, error messages, system prompts, inter-agent instructi…

e2ee2e is an end-to-end testing framework for web and mobile apps.

// tests/checkout.e2e.ts import { test , expect } from 'e2e' ; test ( 'a member upgrades to Pro' , async ( { app , agent , screen } ) => { await app .

Quick startnpx e2e initinit asks for an engine, web or mobile, and a model provider, then writes a config and an example test.

@e2e-dev/smol smol machines browsers for the web engine: by default, each attempt branches a warm Chromium microVM.

Made by TesterArmye2e is built by TesterArmy, the agentic testing platform that runs natural language tests on web and mobile apps, on every pull request or on a schedule.

The host-native plugins ( bili plugin install … ) and the standalone in-process extensions ( billion-context-pi , opencode-acp ) are mutually exclusive — both active means double compression.

QuickstartThree ways to use it — pick one:Native plugin (most native): bili plugin install — bili becomes a plugin inside the client; start the client as usual.

claude: this repository doubles as a Claude Code plugin marketplace — /plugin marketplace add ranxianglei/billion-context , then /plugin install billion-context@billion-context , then run /billion-context:bili-setup (it drives bili plugin install claude for you and tells you to restart).

bili plugin update clears the dsh-profile lane's key; a …

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

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

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

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

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

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

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

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

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

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

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

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

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

environ [ "OPENAI_API_KEY" …

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Thirteen apps.

Image editing, vector illustration, video, photography, PDFs, motion graphics, page layout, interface design, word processing, audio, presentations, CAD and spreadsheets.

Native, open-source apps from the ArtCraft team, built in Rust and free to use.

Recommended: ArtCraft Launcher installs every app below and keeps them all up to date.

Each app also has its own installers on its page.

DeepInferDeepInfer is the high-performance inference framework that powers DeepSeek's large-scale production services.

Set DEEPINFER_YOCO_PREFILL_TRUNCATION_MODE=compact and DEEPINFER_YOCO_PREFILL_KEEP_TOKENS=140 for the default V4.1 settings; the retained suffix must cover the SWA window plus the maximum backtracking length.

Set and for the default V4.1 settings; the retained suffix must cover the SWA window plus the maximum backtracking length.

Asynchronous scheduling: overlap CPU batch scheduling with device execution.

overlap CPU batch scheduling with device execution.

Every character seems to be of the best possible shape for readability.

Till the day we have SS08 stylistic set of Iosevka that mimics PragmataPro .

But does it the best possible job?

And I will go it too exactly that day I would get bored from playing with Iosevka .

I have been away from the repo using the font happily day to day, and returning noticed several forks appeared addressing issues starting piling up with time.

Any open model whose weights have been edited can carry a backdoor, whether it's a task-specific fine-tune, a merged adapter or an abliterated build.

We have abliterated models in the title because it's the most popular reason people download modified weights without verifying what's inside.

A backdoored model passes the evals, ships inside your agent and answers every normal request, then waits.

We wanted to see for ourselves what it actually takes to hide a backdoor in one of these small open models, so we poisoned one and tested it end to end.

Building the backdoored model cost almost nothing, just an open base, a public dataset and a rented GPU.

Before you build any of it by hand, check the built-in path: recent versions of Claude Code can create the worktree and the tmux session for you with claude --worktree --tmux .

Two flags, from claude --help on a recent version:-w, --worktree [name] Create a new git worktree for this session (optionally specify a name) --tmux Create a tmux session for the worktree (requires --worktree).

Session per project, named by projectThe organizing rule that keeps this usable: one tmux session per repo, named after the repo.

tmux select-layout main-vertical tmux set-window-option main-pane-width 60%Percentage values for main-pane-width need tmux 3.2 or newer.

Two agents in two tmux sessions have no way…

***I saw the new Elizabeth Holmes documentary, You Can See Everything, last night, and I genuinely can’t type fast enough to express how mind-bending it was.

As we walked out, my husband asked me, “So what did you think?” And I just responded with, “Forget Elizabeth Holmes.

I heard a woman yell, “Criminal!” — and it wasn’t directed at Elizabeth Holmes.

Think about Elizabeth Holmes.

First, a close-up shot of an unblinking Elizabeth Holmes: She’s sinister.

Today, we officially roll out MiniMax M3.1 Flash.

Space Bunny 🐰, which processed more than 200 trillion tokens while operating anonymously, was an early version of MiniMax M3.1 Flash.

As a next-generation Flash model, M3.1 Flash delivers a generational leap in agentic tasks, coding, Computer Use and cybersecurity, while making online inference nearly three times faster and reducing usage costs by 70%.

M3.1 Flash demonstrates strong execution across long sequences of steps, supporting complex software development workflows at a lower cost.

M3.1 Flash is now available through the MiniMax API, M Plan, and MiniMax Code.

Setting up SSH keys on macOS with Touch IDIn the first part of this post I’ll show a simple, secure way to create an SSH key on Mac (it’s 3 commands, including support for GitHub).

Step 1: create the identity that you’ll use on this Mac:sc_auth create-ctk-identity -l ssh-key -k p-256-ne -t bio # run once to create identityYou’ll be prompted to touch “Touch ID”.

When ssh-add is first called with -S , the _sk_load_resident_keys routine is called, which returns the public keys of all resident keys on the FIDO-style authenticator.

Those are stored in the SSH agent (alongside their corresponding provider, namely ssh-keychain.dylib ) and will later be offered as candidates to any remote SSH serv…

Then some manual math to detect overflow and flip the positioning, or you find a JS library to own the math.

Pair it with popover , and you’ve basically built a dropdown menuMost of the time you’re not positioning a static tooltip.

Combine that with anchor positioning for placement, and you’ve got a working dropdown menu without a line of JavaScript.

I added :has() on their nearest shared ancestor:.essay:has(#term-1:checked) .note[data-for="term-1"] { display: block; }It’s a nice trick, but just remember: anchor positioning solves where things go, not when they should show up.

Rule of thumbIf you’re positioning something relative to a specific other element, use anchor-name / position-ancho…

On the TV Settings → Device Preferences → About → press OK on Build seven times → back → Developer options → USB debugging on.

Platform What works Android TV, Google TV The debloat and the launcher.

4K Plus Streaming (2025, Walmart; coffey, Amlogic S905X5M), US Google TV 14 Panasonic 4KTV-0SU (Skyworth-built SW4H, MediaTek m7332), Gulf region Android TV 10 Panasonic 4KTV-JUP (Jupiter_PA, MediaTek) Android TV 11 Panasonic TH-40HS550K (Skyworth-built, GS655 shibuya, MediaTek) Android TV 11 Philips 50PUD7406/43 (TPV, PH0M_EA_T32, MStar/MediaTek), Chile Android TV 11 PEAQ PTV 43AQU-5023C (Changhong, reports OK. AI PONT, dundas, MediaTek m7332) Android TV 11 Philips 50PUS8517/12 (TP Vision, PH1M…

So I decided to design one from scratch using python.

This font aims to bring some elements from the all time classic "Univers" font into the proportions of the "JetBrains Mono" font.

See the stylistic sets document for details and how to enable them in common editors and terminals.

These are off by default; enable the dlig feature to turn them on (see the stylistic sets document).

Be sure to visualize the individual glyphs with python -m visualize --config config.yml .

Manual © Inter IKEA Systems B.V. 2024, shown unaltered with a link to the original.

×Building a BILLYThis is IKEA's manual for the BILLY bookcase, with a 3D model that builds it step by step.

Each step starts from the drawing's angle, and you can turn it around to see the rest.

Wall screws aren't included, since the right ones depend on your wall.

IKEA and its product names are trademarks of Inter IKEA Systems B.V. sael.net is not affiliated with or endorsed by IKEA.

It’s theft AI can do what it does because it’s copying and reproducing the work of authors and artists, without regard to consent, license, or compensation.

AI companies are bombarding sites with unprecedented numbers of requests as they scrape the web for training data, which can generate so much bot traffic that web operators are forced to shut down.

It’s bad for expertise AI use causes deskilling, a process by which people and organizations lose the ability to perform skilled tasks.

It perpetuates biases AI is mostly trained on material found on the Internet, so it copies and replays popular social and cognitive biases found online.

Communicating using AI output prevents the receiver fro…

Collapse OSBootstrap post-collapse technologyWinter is coming and Collapse OS aims to soften the blow.

Compile assembler source for a wide range of MCUs and CPUs.

With a copy of this project, a capable and creative person should be able to manage to build and install Collapse OS without external resources (i.e.

Has a command line text editor similar to Forth's traditional editor as well as a visual text editor inspired by UNIX' VI.

FundingYou are inspired by Collapse OS and would like to fund its development?

Gavriel Cohen, creator of NanoClaw and co-founder of NanoCo, joins Adam to explain how a 40-hour weekend project became a viral open source hit and the foundation of an enterprise AI company.

Gavriel describes the security concerns that led him to build a small, container-isolated alternative to OpenClaw, why he released it under the MIT license, and why the project’s community and credibility are more valuable than keeping its code private.

They explore the shift from writing code to architecting the environments in which agents work, NanoClaw’s “skills over features” approach, the approval and governance layers required inside large companies, and a future where every worker manages agent…

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

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

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

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

PlanetScale HQ, 108 Natoma St, San Francisco.

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

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

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

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

Check out the speedrun to get started in minutes.

Buildkite – You deserve better CI.

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

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

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

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

Buildkite – You deserve better CI.

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

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

Learn more at WorkOS.com and AuthKit.com

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

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

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

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

Check out the speedrun to get started in minutes.

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

Tailscale – Adam loves Tailscale!

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

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

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

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

Tailscale – Adam loves Tailscale!

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

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

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

Changelog News!

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

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

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

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

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

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

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

Changelog News!

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

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

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Changelog News!

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

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

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

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

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

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

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

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

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

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

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

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

ZDNET’s key takeawaysGridCraft is almost the MS Excel clone it intends to be.

Also: I tried the free Adobe Premiere clone on Linux – and DaVinci Resolve has competitionMore from ZDNETWhat does GridCraft do?

Like the other ArtCraft apps, GridCraft runs natively on whatever OS you are using (Linux, FreeBSD, MacOS, or Windows).

I’ve tested GridCraft on Linux, MacOS, and Windows, and it performs exactly the same and as fast on every platform.

I opened an Excel spreadsheet with a pivot table, and everything was in place and functioning properly.

Now, I was determined to make it my default mapping app.

Go to Default apps, and you won’t even find a way to set a different mapping app as your default.

Also: I tested Google Maps vs. Waze to find the best updated navigation app – and this one wins4.

Set Waze as your defaultAt this point, the only mapping app Android will be aware of is Waze.

Add Waze to Android AutoTo use Waze with Android Auto, you have to add its icon to the launcher.

ZDNET’s key takeawaysApple’s new HomePod Mini 2 debuted with several new features.

Less advanced features will be coming to the 2020 HomePod Mini (1st Gen).

HomePod Mini (1st Gen): Lock Controls; Sound Glow RGB light display.

HomePod (2nd Gen): Lock Controls; Sound Glow; Mac audio output; four-speaker array when paired with fourth-gen Apple TV 4K.

Also: 4 upgrades HomePod Mini 2 has over its 6-year-old predecessorWhile some consumers may be interested in a $1,100 to $1,300 flagship soundbar, others may be better off investing in two HomePod Mini 2s to accompany their existing HomePods (2nd Gen).

OpenAI published an alignment report late Tuesday showing that its agents suppressed a safety monitoring system while running routine internal coding tasks.

Also: Claude sent a false homicide tip to police – and it’s part of a troubling AI patternIn separate instances, the agents turned off alignment-monitoring alerts.

Why it mattersUnlike recent security incidents, where agents explicitly breached systems, examples like these show AI agents suppressing one of the most crucial ways developers can track their behavior.

“We’ve seen several cases in which agents launched a deployment with misalignment monitoring disabled: the agent itself remained monitored, but that monitoring did not cover t…

Now, Google has beefed up the security in Chrome to further protect you from becoming a victim of online scams.

Warnings about suspicious websitesFirst up is protection against suspicious websites.

With this update, Chrome can now distinguish between suspicious sites and dangerous sites by flashing different warnings.

The alert for a suspicious site is more subtle, giving you the option to still visit and use the site if you’re certain it’s legit.

Also: Inside Google’s faster Chrome patch strategy to block AI attacksWith the latest update, Chrome will now detect if you’re tricked into copying suspicious commands.

The five new Blink cameras coming to market are the Blink Frontier XR+, Blink Outdoor 2K XR+, Blink Mini 4K+, Blink Pan-Tilt Zoom 2K+, and Blink Spotlight 2K+, filling out its catalog with cameras designed for very large outdoor properties.

More from ZDNETThe Blink Mini 4K+ is an $80 wired security camera built for indoor and outdoor use, and the first 4K wired camera from Blink.

These features are a big upgrade over the original Blink Mini, the Mini 2, and the newer Mini 2K+.

The Blink Mini 4K+ is the category’s flagship this year, finally bringing extraordinary resolution to what was an HD camera just a year ago.

This PTZ camera is also weatherproof, so you can use it outside with a Blink…

Software company ServiceNow has partnered with Nvidia to address that need by combining AI capabilities with security-first guardrails.

Arc, which ServiceNow and Nvidia call “a personal long-running AI agent that can take on everyday work,” is generally available as of Wednesday.

Designed to run efficiently on Nvidia’s new RTX Spark devices, it can run locally on an employee’s desktop or within Nvidia OpenShell on its own device.

That lets Nvidia’s features like OpenShell intervene efficiently if an AI agent takes action it’s not supposed to, the companies explained.

With the other pieces of ServiceNow and Nvidia’s security puzzle, AI Passport functions like a bridge between ServiceNow infr…

ZDNET’s key takeawaysGoogle is rolling out Gemini Personal Intelligence on Android Auto starting today.

This gives the AI assistant access to your Photos, Gmail, Calendar, and more.

After rolling out Gemini across Android Auto and cars with Google built-in late last year, the Mountain View giant is now launching phase two of its AI world domination.

Also: 6 Android Auto apps I wish I discovered soonerStarting today, you may grant Gemini on Android Auto access to your Gmail, Calendar, Photos, and other native services to provide tailored responses.

That’s why the big push for Personal Intelligence in Android Auto makes a lot of sense.

ZDNET’s key takeawaysThe October Windows update disables Smart App Control.

Also: 5 apps I always install on new Windows PCs – and most are freeRolled out on October 13, the latest Patch Tuesday update for Windows 11 has a glitch that disables a security setting for Smart App Control.

Added to Windows 11 in 2022, Smart App Control blocks potentially malicious or suspicious apps and files from infecting your computer.

Stronger and stricter than some of the other built-in security settings, this is designed to protect you against new and emerging threats.

Go to Settings, select Privacy & security, and then click Windows Security.

I spend a lot of time reading ZDNET and our sister sites in the CNET Group.

CNET Group is launching a free app today on iOS and Android, bringing articles and videos from ZDNET, CNET, PCMag, Mashable, Lifehacker, and ExtremeTech into one feed.

More from ZDNETHow to see ZDNET in TechPulseAfter downloading TechPulse from the Apple App Store or Google Play Store, just open the publication filters for the unified feed and select ZDNET.

Its algorithm-free feed lets readers choose which publications appear and brings tech news, videos, expert reviews, and hands-on lab testing into one place.

I’m starting with ZDNET in my feed, naturally, but I’ll keep the other publications there, too, because I …

ZDNET’s key takeawaysThe MapQuest app now includes a surveillance layer.

The app shows cameras from Flock and other companies.

How MapQuest’s surveillance layer worksWhen you turn the layer on (just tap the layer icon on the main navigation screen and you’ll see the toggle), the cameras appear on the map as a small red eye.

The Waze app does identify “police cameras,” but that also includes speed cameras, as well as general traffic and weather cameras, so it can be hard to tell which are surveillance cameras.

I’ll admit that I haven’t been too concerned about Flock cameras to this point, but it was a little unsettling to see more than 30 cameras across the medium-sized town of 80,000 people…

After Utah, nine other states have legalized it, or are working on bills for plug-in solar.

Plug-in solar systems are easy to set up and can save consumers money on their power bills, but they’re still illegal in many states.

Ten states have already legalized backyard and plug-in solar systems, so residents there can already purchase and install systems like the EcoFlow Stream in their homes.

Can I set up my solar panels if my state legalizes plug-in solar?

There’s also the elephant in the room: utilities would make less money off their services if plug-in solar becomes widely popular.

ZDNET’s key takeawaysMeta Business Suite’s new terms allow web-crawling on publication sites, legal experts say.

Meta’s new commercial terms allow its web scrapers, bots, and agents to crawl websites “associated with” Meta business accounts, including news publishers, according to a report by Nieman Lab.

The terms apply to accounts that use Meta Business Suite’s account dashboard.

Companies manage their Instagram profiles, Facebook pages, Messenger, and WhatsApp channels through Meta Business Suite.

ZDNET uses Meta Business Suite to analyze and schedule posts across social media platforms.

Tesla said Wednesday it will start selling its Cybercab to customers by the end of the year, even as federal regulators investigate whether the vehicle meets vehicle safety standards. The gold-hued, autonomous two-seater lacks a steering wheel and other traditional controls. During the company’s third-quarter earnings call, Lars Moravy, vice president of engineering at Tesla, […]

Blackstone’s AI head on why the PE giant isn't panicked by market jitters.

The social media giant is planning a new stock strategy to help power its broad investments in AI models and services.

Hosts are threatening to leave the platform after Airbnb says that they can no longer require guests to strip beds or do other time-consuming cleaning chores.

Longtime Slashdot reader destinyland shares a report from CNN: The Pentagon has given the Department of Homeland Security permission to test a military-grade heat ray and develop tactics to potentially use it in operations at the southern US border, according to a memo signed by Defense Secretary Pete Hegseth last month and obtained by CNN. The heat ray, officially known as the Active Denial System, is a nonlethal weapon that shoots an invisible beam of electromagnetic waves that can reach a little more than half a mile away, according to the US military. The energy beam causes a burning sensation when it comes into contact with the human skin -- which Pentagon officials have previously com…

An anonymous reader quotes a report from The New York Times: For the first time, scientists say they have used viruses designed by artificial intelligence to treat a human patient. Researchers announced on Tuesday that they had administered the virus, known as a phage, to a patient suffering from a deadly bacterial infection. Phages attack bacteria, and the hope is that this one will kill the microbes causing the infection.

Radical Numerics, the start-up that created the viruses, posted a technical report about them on its website. But the company declined to provide information about the patient or the doctors running the trial, citing confidentiality requirements. [...] In 2025, researche…

eBay plans to cut about 1,000 jobs, or 9% of its workforce, as CEO Jamie Iannone moves to redirect resources toward the company's fastest-growing businesses. Reuters reports: The company had 12,300 employees at the end of last year. It also let go about 6% of its workforce, or 800 employees, in February as part of efforts to streamline operations. EBay has set itself apart from rivals by pushing into authenticated luxury goods, collectibles and refurbished products, which draw enthusiasts willing to pay more for valuable items. That has helped its shares rise nearly 40% this year, outperforming the benchmark S&P 500's around 12% gain. "Our strategy is working," Iannone said in the memo, add…

AMD has published Linux kernel patches for an official Ryzen overclocking driver that allows users to adjust CPU power and current limits through a firmware interface exposed via sysfs. Phoronix reports: AMD engineer Shyam Sundar S K posted the patches for the AMD Overclocking "AOD" WMI driver as an interface to the platform firmware for managing overclocking and power/current limits of modern Ryzen CPUs. The driver in its initial form allows setting via sysfs a number of CPU tunables including the Package Power Tracking (PPT), Thermal Design Current (TDC), and Electrical Design Current (EDC) limits along with reading their supported range. SMT toggling can also be done via the interface as…

A CBC investigation found that more than 1.5 million Canadian Crime Stoppers tips spanning 25 years were exposed in a breach of the P3 Global Intel tip-management platform. About 850,000 records contained personally identifiable information, including addresses, phone numbers, emails, license plates and some banking details. Longtime Slashdot reader doconnor shares the report: The data was stolen last March by hacktivist collective Internet Yiff Machine. In a manifesto, the group said it wanted to disprove the claim by P3 Global Intel -- the company hired by Crime Stoppers to manage its tips -- that the platform was "anonymous" and "secure." A copy of the hacked data was made available to r…

An anonymous reader quotes a report from Ars Technica: We haven't heard many details about Microsoft's upcoming "Project Helix" gaming hardware since the company announced it in March as a device that will "play your Xbox and PC games." In a new wide-ranging profile of Xbox CEO Asha Sharma, though, Fortune alludes to a dual release strategy for upcoming Microsoft gaming hardware, with "a next-generation handheld device" planned by the end of next year and a 2028 holiday season console release that could cost between $1,200 and $1,800. That future console price range is based on what has "internally been projected" at the company, according to Fortune. But the price for consumers could come …

A New Mexico judge has ordered Meta to pay $25 billion after a jury found Facebook liable for deceiving users about privacy during the Cambridge Analytica scandal. State Attorney General Raul Torrez called it "one of the largest, if not the single largest state verdict against a company in American history." While Meta plans to appeal the ruling, the funds that are to be collected will go toward state education spending. The Associated Press reports: Jurors in September found Meta liable for over 43 million violations of New Mexico consumer protection laws when a political consulting firm, Cambridge Analytica, harvested Facebook user data to generate targeted political ads for the 2016 elec…

"According to a recent report by Bloomberg's Jason Schreier (paywalled), EA has reportedly decided to shut down BioWare," the studio behind the Dragon Age and Mass Effect games, writes longtime Slashdot reader atari_kid. Quartz reports: Chief Studios Officer Cam Weber and Chief Operating Officer David Tinson wrote that "over the past several months, we've taken a hard look at our business." They said a small BioWare team had been doing early groundwork on a Mass Effect game, but EA chose to drop the effort. That decision means closing the studio and its Edmonton workspace, they wrote. "We do not take this decision lightly," Weber and Tinson said of the BioWare closure, according to Variety.…

OpenAI is bringing its models to Google Cloud's model garden and Antigravity coding tool, putting its technology on all three major U.S. cloud platforms after Microsoft's exclusive license ended earlier this year. "Google Cloud's longstanding investment in machine learning and AI has made it a destination for AI workloads and the developers and data scientists building them," OpenAI said in a blog post. It continues: [...] The integration will pair OpenAI's frontier models with Google Cloud's built-in access controls, centralized data governance, and high-performance infrastructure to support demanding enterprise workloads. Google Cloud customers will be able to purchase OpenAI frontier mod…

"PHP disclosed two critical vulnerabilities in their programming language and urged web site operators to immediately apply the fix," writes longtime Slashdot reader smooth wombat. "As a result, government web sites in Europe and elsewhere temporarily went dark on Wednesday as operators worked to protect their systems." The Independent reports: Dane Knecht, the chief technology officer of Web and cloud security firm Cloudflare, said that attacks were emerging and Cloudflare was updating its firewall rules as a stopgap measure. "We are seeing early attacks emerging and are updating mitigations as new vectors show up. This is a STOPGAP only. Patch as soon as PHP releases the update," he said …

An anonymous reader quotes a report from Ars Technica: Website admins, brace yourselves. Fixes for what are believed to be uncommonly severe vulnerabilities are scheduled to drop in a little more than 12 hours for PHP, a programming language that powers websites and Web applications everywhere. PHP maintainers said Monday that they planned to release patches for two vulnerabilities, both with severity ratings of 9.2 out of a possible 10. "All PHP users are encouraged to prepare now so they can upgrade as soon as the release is available," the advisory stated. "We reserve the right to release earlier should details of either vulnerability become public, or should evidence of active exploitat…

Elon Musk says a merger between Tesla and SpaceX is under active consideration, with special committees at both companies evaluating a deal that could combine businesses valued at roughly $3.5 trillion. "Do I think it would be a good idea? Yes," Musk said during a call with financial analysts over the quarterly business results of SpaceX on Tuesday. The BBC reports: While Musk noted the certainty of such a merger should not be assumed, and it would need shareholders' support, he said special committees within both companies have been formed to examine the move. "The special committees have not reached agreement on terms of any transaction and there's no guarantee that they will," Musk added…

Longtime Slashdot reader schwit1 shares a report from TWZ: A Russian satellite, Kosmos 2612, may have passed within approximately 85 feet (26 meters) of a U.S.-registered satellite belonging to commercial imagery provider ICEYE. This would be an extraordinarily close and potentially dangerous pass-by for two objects in space traveling at thousands of miles per hour. For weeks beforehand, ICEYE-X36, which would be of special interest to Russia, had already found itself in increasingly close orbital alignment with its pursuer. The two satellites now look to be drifting further and further apart, but the episode has been a clear sign of what is to come as the potential for conflict in space on…

Netflix has a solid business, which is exactly the problem: the company increasingly seems like a business and not a franchise, at least in terms of growth.

Meta has a new open source model, and to everyone's surprise, they are are partnering with Apple to make sure you can run it locally.

Расскажите о выключателе и слайдере

Я сделал скилл для делания прототипов. С ним ваш клод или кодекс соберет более удобный кликабельный прототип, а вы сможете легко его потом доработать Скринкаст: Зачем

Иногда проще не тащить реальную дизайн-систему и не писать сразу на свифте, котлине или реакт нейтиве. Клод быстрее соберет отдельный изолированный хтмл-файл, и успеет его три раза поправить, пока нпм ставит все зависимости вашей дизайн-системы.

Всё лежит в одном файле: экраны, логика, комментарии, картинки, иконки. Его можно кинуть коллегам, он откроется у них в браузере так же, как у вас.

Что в скилле

Главное в скилле — не сами экраны, а обвязка, в которой их удобно смотреть и обсуждать. Она одинаковая во всех прототипах. Аг…

Apple has a lot of trust in terms of delivering integrated products and preserving privacy; the real trust question is if you think Siri AI will justify investing more in their ecosystem.

Сейчас многие учатся экономить токены: как уложиться в подписку за 20 долларов и всё равно приносить пользу. Ставят разные MCP, скиллы, чтобы не сжирать 20 долларов за раз. Мне кажется, это достаточно тупиковая сейчас задача. Гораздо важнее научиться с пользой тратить десять подписок по 200 долларов.

На первый взгляд классно: приносить кучу пользы за 20 долларов, но приносить кучу пользы за 10×200 долларов перспективней.

Какие к этому есть предпосылки.

Токенов будет больше и дешевле

Прогресс ИИ по скромным прогнозам сохранит рост на удешевление по текущему тренду. Сейчас не менее, чем в 10 раз за год. Через год тот уровень интеллекта, который входит в 200-долларовую подписку сейчас, будет с…

The best Stratechery content from the week of October 12, 2026, including what Apple is doing, SpaceX's appetite, and the title, takes, and the Washington Wizards.

The best Stratechery content from the week of October 12, 2026, including what Apple is doing, SpaceX's appetite, and the title, takes, and the Washington Wizards.

A conversation with Hollywood super-agent Ari Emanuel about his memoir, the impact of AI on Hollywood, and the power of a phone call.

The Apple Homeview is official, and the question is how big is the addressable market for expensive devices based on subpar AI.

SpaceX's mobile strategy is becoming clearly with its latest spectrum purchase, and it might work.

Нет ни одной вещи, которую хороший инженер не смог бы сделать сложной

Казалось бы, несложная вещь — зарядка. Воткнул один конец в розетку, другой в телефон и телефон заряжается. Ха!

Я хочу рассказать четыре истории о том, как инженеры смогли сделать сложной зарядку.

История 1. Проектор и провод-ниппель

У меня есть небольшой портативный проектор. Ему для работы требуется 65 ватт. У него в комплекте своя type-c-зарядка, как раз 65 ватт. В какой-то момент понадобилось, чтобы он работал в том месте, где поблизости нет электричества. Хорошо, что есть большой и достаточно мощный павербанк — как раз на 65 ватт.

Проверили дома: воткнули, завёлся, включился, — всё супер. Берем тот же провод, не тако…

Personal Day — No Update

За 10,5 лет ТоршТреста через наши мозолистые руки прошли сотни три b2b проектов. Ну и в постоянной работе всегда с десяток именно b2b-шников, с которыми мозги свернёшь.

Frank Wiles wrote about an attack he nearly fell victim

to: a downloaded git repo had active git hooks that would have compromised

his system. Seeing the risks, I wanted to make git hooks more visible on my own

machine.A git hook is a script in the .git directory of a git repo on your machine.

They run during various git operations. The important detail to understand about

hooks is that they do not get installed locally when you clone a repo. A newly

cloned repo never has active hooks. Hooks have to be enabled after cloning,

usually by you.The attack Frank saw was dangerous because it wasn’t a cloned repo: it was a

local checkout that had hooks installed then shared as a Dropbox folder. So

…

Максим, привет, я с вопросом по продуктовой коммуникации.

В магазинах приложений компании публикуют описания к обновлениям своих приложений (release notes). Мне интересно их изучать, и я группирую их по стилю: «по делу», «крутой креатив», «балаган» и «неуместный промоушен». Ещё есть «сухие» с шаблонными «Небольшие исправления и улучшения», «Улучшили работу приложения», «Повысили стабильность работы приложения» и так далее — их не включаю.

Вот примеры описаний по делу:

Мы полностью обновили приложение X. Новый интерфейс, быстрый доступ к анализам и результатам, запись к врачам и вызов медсестры на дом — всё теперь в одном месте.

Адаптировали приложение для iOS 27. Обновили дизайн ряда элемен…

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

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

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

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Masia, a Barcelona-based venture capital platform, today announced it has closed its €18 million debut fund to invest in early-stage AI and frontier tech companies with a Barcelona connection. The fund attracted backing from more than 70 limited partners, including successful technology founders, executives and experienced investors, alongside two institutional investors. “We launched Masia’s first […]

The post Barcelona’s Masia closes €18 million debut fund and opens a physical hub for frontier tech founders and investors appeared first on EU-Startups.

Enact Intelligence, a physical AI startup headquartered in Zurich, has come out of stealth today with a €26.68 million ($30 million) pre-Seed funding round, one of the largest pre-Seed raises in Europe to date. The round saw participation from institutional investors redalpine, Notion Capital and firstminute capital, alongside a notable slate of angel investors, including […]

The post Backed by Yann LeCun and Arthur Mensch, Swiss Physical AI startup Enact Intelligence exits stealth with €26.68 million appeared first on EU-Startups.

Legora, the Swedish agentic operating system for legal professionals, today announced it has raised a €489 million ($550 million) Series E at an €7.8 bilion ($8.8 billion) post-money valuation in order to continue its international expansion and double down on the Legora aOS. The round was led by Atreides Management, with participation from new investors, […]

The post There’s no stopping Legora – €489 million for Stockholm’s LegalTech Unicorn appeared first on EU-Startups.

Fuse Energy, a British energy company, has opened reservations for Fuse Compute, its first commercial AI product, offering access to NVIDIA GPUs in UK data centres powered by Fuse – marking a new step into AI infrastructure by the EnergyTech startup. Interested parties can register interest and reserve capacity today, with the first GPUs slated […]

The post Fuse Energy bets on NVIDIA GPUs as it expands from energy supply into AI infrastructure appeared first on EU-Startups.

Photon Bridge (formerly Photon IP), an Eindhoven-based startup building optical engines for AI and telecom, has raised €10 million to tackle an emerging bottleneck in AI infrastructure: producing the millions of lasers needed to connect increasingly large clusters of AI processors. New investors, the Amadeus APEX Technology Fund and 360 Capital, co-led the round, while […]

The post Eindhoven-based Photon Bridge raises €10 million to build optical engines for AI and telecom appeared first on EU-Startups.

Skyfly Technologies, the British developer of electric and hybrid-electric vertical take-off aircraft, has closed an €8.91 million ($10 million) Seed round. The round was led by HICO Investment Group, a specialist growth equity investor, with participation from Archangel, a €50 million early-stage fund and Europe’s only dedicated next-generation defence technology venture fund. “What Skyfly’s team […]

The post Britain’s Skyfly raises €8.91 million to bring its two-seat Axe eVTOL to market and develop Longbow for defence appeared first on EU-Startups.

sennder, a German digital road freight forwarder, today announced that it will hit €1 billion in annual revenue for this year, as well as completing the integration of C.H. Robinson’s European operations. The delivery scale-up has raised over €340 million in funding and is now on track to deliver IFRS EBITDA profitability for the full […]

The post FreightTech unicorn sennder targets €1 billion in annual revenue as C.H. Robinson integration completes appeared first on EU-Startups.

French-American AI startup Reduck has raised $3 million in a pre-seed funding round led by Daphni, with participation from Drysdale Ventures and Galion.exe.

The company is developing technology that enables AI agents to interact with websites and automate tasks without relying on traditional APIs.

To address this challenge, Reduck has developed Reduck MCP, a platform that allows AI agents to discover, execute and create browser automation scripts.

To expand and improve this library, Reduck is developing a system of AI agents capable of creating and maintaining automation scripts autonomously, with a focus on reliability and scalability.

The company plans to further improve its automation te…

The company is developing technology designed to make quantum computing accessible to software developers without specialised knowledge of quantum physics.

Founded in 2026 by Daniel Volz (CEO), Tamás Varga (CTO) and Christina Wu (COO), RhymeQ has developed Rhyme, a platform designed to simplify quantum programming.

The platform allows developers to use familiar programming methods, while its compilers translate the code for quantum hardware.

Commenting on the challenges of quantum programming, Daniel Volz, founder and CEO of RhymeQ, said:While vibe coding is taking over the classical programming world, the situation is not so simple in the quantum world.

He pointed to Volz’s experience impl…

The FSE Group has launched the Future London Growth Fund, a new debt fund designed to support the growth of ambitious scale-up businesses across London’s 32 boroughs and the City of London.

The Fund is backed by cornerstone commitments from the British Business Bank and the Mayor of London’s investment arm, Funding London.

Through its investment entity, GLIF Limited, Funding London has invested in the Fund as part of the Mayor of London’s ambition to support economic growth through the London Growth Plan.

FSE has supported London businesses through the management of the £66m debt portion of Funding London’s Greater London Investment Fund since 2019.

FSE also manages part of the British Busi…

Masia has closed its €18M debut fund to invest in early-stage AI and frontier tech companies with a Barcelona connection, and opened Masia House to bring its founders, international investors and LPs together.

Masia combines early-stage investment with access to international investors, talent and expertise, supported by a community of founders, operators and more than 70 LPs.

Masia House is the next step in that mission, providing a physical space because we know capital alone doesn't create innovation.

Pepe Borrell, Founding Partner at Masia Fund, added:“We’re already seeing companies we backed last year raise Series A rounds and expand into the US.

We want Masia House to become a home fo…

Swedish legal AI outfit Legora today said it has raised $550 million at an $8.8bn valuation, just six months after completing its last funding round.

It propels Legora’s valuation to $8.8bn from $5.6bn six months ago when it completed its $600m Series D funding round.

Its AI technology supports lawyers in researching, reviewing and drafting legal work.

Legora said that its tech was meeting the demand as legal teams move beyond AI assistants toward AI agents that carry out multi-step work.

It said that in-house legal teams, which represented only a small fraction of Legora's customer base a year ago, made up more than 40 per cent of new customers in the third quarter.

Early-stage mobile game studios often struggle to secure financing for user acquisition, as funding providers typically require an established marketing track record.

Mika Games aims to address this gap by investing in studios before their user acquisition performance has been fully established.

Its model combines equity investment to support product development and studio operations with separate capital for larger paid marketing campaigns.

Nick Katselapov, founder of Mika Games, noted that rising user acquisition spending and fewer new titles reaching top download rankings are making it harder for new mobile games to gain visibility.

Mika Games has expanded its portfolio from three to fiv…

Founded by Helen Murphy and Martin Postel, Opply develops an agentic AI platform designed to automate operational processes for CPG brands, including sourcing, procurement, financing and supply chain management.

The company operates in the consumer packaged goods sector, where businesses face complex supply chains and resource-intensive operations.

Helen Murphy, co-founder and CEO of Opply, highlighted the challenges of fragmented and manual supply chains in the CPG industry.

This latest funding gives us the opportunity to bring that model to many more businesses, from ambitious emerging brands to major global players.

The new funding will support Opply's efforts to bring its AI-powered ope…

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

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

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

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

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

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

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

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