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How I run 4–8 parallel coding agents with tmux and Markdown specsI’ve been running parallel coding agents with a lightweight setup for a few months now with tmux, Markdown files, bash aliases, and six slash commands.

So I built /fd-verify - it commits current state, does a proofread pass and executes a verification plan.

In my original project, I also created dedicated testing slash commands like /test-cli that run full verification against live data.

/fd-explore ← Load project context 4.

Context window limits.

DescriptionAfter using the cowork feature, Claude Desktop becomes extremely slow - slow startup, UI lag, and slow responses.

Performance degrades over time even during a single session.

InvestigationVM Bundle (10GB)The cowork feature creates a VM bundle at:~/Library/Application Support/Claude/vm_bundles/claudevm.bundle/rootfs.imgThis file grows to 10GB and is never cleaned up.

Performance Degradation Over TimeEven after cleanup (VM bundle at 0 bytes), performance degrades within minutes:Immediately after restart: ~24% CPU at idleAfter several minutes of use: ~55% CPU (renderer at 24%, main at 21%, GPU at 7%)Swap activity increases (swapins climbing from 20K to 24K+)This suggests a memory le…

As concerns grow about the environmental and health impacts of plastic waste, scientists are accelerating efforts to develop safer, biodegradable alternatives.

Breaks Down in Soil in 13 WeeksTests showed the material steadily decomposed under normal soil conditions, with full breakdown estimated within 13 weeks.

Why Plastic Alternatives MatterMany plastics contain thousands of chemical additives, including dyes and flame retardants.

Plastic production has climbed from 2 million tonnes in 1950 to 475 million tonnes by 2022, roughly equivalent to the weight of 250 million cars.

"Everyone can play a part in reducing their plastic use, and finding biodegradable polymer alternatives is an import…

As it turns out, there's a whole market for these if you search for "STM32解密" (STM32 decryption).

Testing with an STM32F205RBT6§I had an STM32F205RBT6 lying around, so I desoldered it and placed it on the adapter board.

STM32F205RBT6 soldered onto the adapter board and plugged into the dongleThe device comes with a Windows utility.

Second, the application wouldn't launch until I changed the system encoding for non-Unicode programs to Chinese Simplified in the Windows 11 regional settings ( Settings > Time & language > Language & region > Language for non-Unicode programs > Chinese (Simplified, Mainland China) ).

The Windows-only host app is not great either, but shouldn't be too hard to rec…

March 2, 2026PRESS RELEASEApple introduces the new iPad Air, powered by M4With blazing performance, more memory, enhanced connectivity, and game-changing iPadOS 26 features, iPad Air is a fantastic valueCUPERTINO, CALIFORNIA Apple today announced the new iPad Air featuring M4 and more memory, giving users a big jump in performance at the same starting price.

Advanced Accessories for iPad AirFrom sketching ideas to getting work done, Apple Pencil and Magic Keyboard unlock new levels of creativity and productivity on iPad Air.4 Apple Pencil (USB-C) and Apple Pencil Pro offer users two incredible options.

Ideal for iPad and iPad Air UpgradersWith game-changing improvements over iPad and earlie…

Every Go developer has written this code thousands of times:data, err := os.ReadFile(path) if err != nil { return nil, err }And every Go developer has at some point looked at Zig or Rust and felt a pang of envy:const data = try readFile(path);One line.

A function like this:func loadConfig(path string) (Config, error) { data := try os.ReadFile(path) raw := try parseJSON(data) config := try validate(raw) return config, nil }looks like a clear improvement.

The Go team's official objection is that try creates invisible exit points: every try call is a potential early return that you can miss when reading code quickly.

In Debug or ReleaseSafe mode, an unhandled error points you directly to the f…

March 2, 2026PRESS RELEASEApple introduces iPhone 17eiPhone 17e delivers incredible value with faster performance, an advanced camera system, enhanced durability, the magic of MagSafe, and double the starting storage at 256GBCUPERTINO, CALIFORNIA Apple today announced iPhone 17e, a powerful and more affordable addition to the iPhone 17 lineup.

iPhone 17e also features C1X, the latest-generation cellular modem designed by Apple, which is up to 2x faster than C1 in iPhone 16e.

With A19 for incredible performance, double the entry storage, a smarter camera system, and enhanced durability, iPhone 17e is designed to stay fast, secure, and valuable for years to come.”A Beautiful Design with Enhan…

Comments

Hallucinated product reviewsFabricated statisticsNon-existent citationsUI BLOAT COPILOT INVASION Copilot buttons, AI suggestions, and "intelligent" overlays are forced into every Microsoft product.

Bloated interfaces distract from core functionality while pushing users toward AI-generated content.

Unwanted Copilot promptsCluttered UI paradigmsForced AI integrationHALLUCINATIONS CONFIDENCE ERRORS Copilot confidently generates false information, fake code snippets, and non-existent references.

Spam articles indexed by searchSynthetic social media postsDerivative content at scaleVERIFICATION CRISIS TRUST COLLAPSE As AI slop proliferates, users lose trust in all content.

Inability to verify sou…

Comments

const audience = [ 'Web developers learning the Web Audio API for the first time' , 'Audio programmers who want to see their signal chains visually' , 'Students and educators in DSP and sound design courses' , 'Anyone curious about how sound works in the browser' ];

That's a category change in how Claude Code navigates your code.

Jump to setup →What You're Currently RunningBy default, Claude Code navigates your codebase with text search tools: Grep , Glob , and Read .

Language Plugin Install Command Python pyright-lsp npm i -g pyright TypeScript/JS typescript-lsp npm i -g typescript-language-server typescript Go gopls-lsp go install golang.org/x/tools/gopls@latest Rust rust-analyzer-lsp rustup component add rust-analyzer Java jdtls-lsp brew install jdtls C/C++ clangd-lsp brew install llvm C# csharp-lsp dotnet tool install -g csharp-ls PHP php-lsp npm i -g intelephense Kotlin kotlin-lsp GitHub releases Swift swift-lsp Included with Xcode Lua lua-lsp G…

libxml2-eelibxml2-ee is an XML toolkit implemented in C, based on libxml2.

LicenseThis software is released under the GNU Affero General Public License (AGPL) version 3, see the Copyright file.

If your platform doesn't provide iconv, you need an external libiconv library, for example GNU libiconv.

Build requirementsBesides build system tools, only a C compiler should be required.

Security policyThe following operations are considered unsafe when used with certain untrusted input:validating against untrusted DTDs untrusted XML Schemas untrusted RelaxNG schemasparsing untrusted documents using one of the following parser options XML_PARSE_CATALOG_PI XML_PARSE_DTDVALID XML_PARSE_SAX1 XML_PARSE…

Unfortunately for the company, it’s everywhere on social media, and there isn’t a way to stop the spread, unless, of course, it’s their own Discord server.

Windows Latest was first to notice that the word “Microslop” was actively filtered in the official Microsoft Copilot Discord server.

Microsoft blocks “Microslop” in official Copilot Discord, users quickly find workaroundsThe extreme backlash that Microsoft has to endure every day on social media is nothing short of extraordinary.

Windows Latest found that sending a message with the word “Microslop” inside the official Copilot Discord server immediately triggers an automated moderation response.

Microsoft locks Copilot Discord server afte…

Memory Upgrade8GB vs 12GB memoryMemory component prices have had exceptionally high volatility and global shortage in the past six months which is forecasted to continue.

Thus, we enable choices and sell in limited batches so we can plan and manage working capital.

Add the Memory Upgrade to your cart and get 12GB RAM instead of the standard 8GB.

Just place the Memory Upgrade in your cart alongside the Jolla Phone order, and you are set.

Regular price 50,00 € Regular price Sale price 50,00 € Unit price / per Sale Sold outTaxes included.

The Ukraine, the Iran, the Venezuela, Gaza/Palestine, Israel, Russia - the Taiwan!

Ads, ads and slop everywhere!

It feels frustrating and it feels like there's nothing you can do.

So I just want to know: how are you all dealing with this all.

How are you all staying sane?

Comments

/e/OS is an open-source mobile operating system paired with carefully selected applications.

They form a privacy-enabled internal system for your smartphone.

/e/OS has received academic recognition from researchers at the University of Edinburgh and Trinity College of Dublin.

We could have just focused on an OS, but apps and online services are crucial components of our everyday experience, too.

These online services, including our search engine, email platform, cloud storage and other online tools, create a unique privacy enhanced environment.

Omni is an AI Assistant and Search platform for the Workplace.

Permission Inheritance : Respects source system permissions.

: Respects source system permissions.

ArchitectureOmni uses Postgres (ParadeDB) for everything: BM25 full-text search, pgvector semantic search, and all application data.

Each data source connector runs as its own lightweight container, allowing connectors to use different languages and dependencies without affecting each other.

How do you know, generally, what the terms are of a conversation with a stranger?

This is the idea that if no one talks to you, you don’t talk to anyone either.

On an individual level, some people perfectly understandably cite neurodivergence, introversion, inability to tolerate eye contact or an intense loathing for small talk (especially about the weather) as reasons to avoid these conversations.

Small talk may not profoundly alter your life.

Small talk is a tiny, free and very possibly priceless reminder of our shared humanity.

2026-03-01Collections of Documents vs Tables of RowsCollections of Documents is an alternative approach of organizing data in databases.

In collections, documents have fields comprising both simple and composite types like arrays and other documents, nested inside.

Let's then dive in and see for JSON Documents Performance, Storage and Search:Does MongoDB still have an edge as a document-oriented database for JSON in particular?

Summing inserts up, excluding one batch insert case for smaller documents - where MongoDB clearly wins - both data engines deliver very similar performance.

The delivered throughput performance difference is substantial - 7170 QPS vs 3624 QPS, 1.98x win for MongoDB, …

APT Graph Colouring Transform graph m-colouring problems into Debian repositories and solve them using APT's dependency resolver.

Requirements Python 3apt (the Debian package manager) On NixOS: nix-shell -p apt python3 or nix shell nixpkgs#apt nixpkgs#python3 Usage # Generate and solve in one step python3 colouring2apt.py < graph.col > < num_colours > < output_dir > --solve # Or generate repo only python3 colouring2apt.py < graph.col > < num_colours > < output_dir > Examples # Solve myciel3 with 4 colours (should succeed, χ=4) python3 colouring2apt.py instances/myciel3.col 4 /tmp/repo --solve # Try with 3 colours (should fail) python3 colouring2apt.py instances/myciel3.col 3 /tmp/repo --sol…

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

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

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Kovan: From Production MVCC Systems to Wait-Free Memory Reclamation 2/18/2026 / 14 minutes to read / Tags: concurrency control, memory management, MVCC, wait-freeSix years ago I started building Lever, a transactional in-memory database toolkit.

Memory Heap Epoch Counter Thread 3 (stalled) Thread 2 Thread 1 Memory Heap Epoch Counter Thread 3 (stalled) Thread 2 Thread 1 Thread 3 stalls in old epoch Cannot reclaim epochs 3–5!

A single stalled thread in epoch-based reclamation holds back reclamation for every other thread — memory usage grows without bound until whatever stalled that thread resolves.

Thread B Thread C ResultI came across “Crystalline: Fast and Memory Efficient Wait-Free Reclam…

libxml2-eelibxml2-ee is an XML toolkit implemented in C, based on libxml2.

LicenseThis software is released under the GNU Affero General Public License (AGPL) version 3, see the Copyright file.

If your platform doesn't provide iconv, you need an external libiconv library, for example GNU libiconv.

Build requirementsBesides build system tools, only a C compiler should be required.

Security policyThe following operations are considered unsafe when used with certain untrusted input:validating against untrusted DTDs untrusted XML Schemas untrusted RelaxNG schemasparsing untrusted documents using one of the following parser options XML_PARSE_CATALOG_PI XML_PARSE_DTDVALID XML_PARSE_SAX1 XML_PARSE…

Jan 8, 2026Building a Quake PCAfter I finished restoring the IBM 2168 486 DX2-66MHz (my childhood dream DOOM PC), there was another box that I wanted to check.

Released in June 1996, Quake received many updates to ride the triple technological shock-wave of the late 90s.

This is an era that I completely missed when I was a teenager because I did not have the money to upgrade my PC.

Here is the story of my "Quake PC", built thirty years later.

I landed in 1997-1998 since the hardware would allow me to comfortably run all versions of Quake released from 1996 to 1997 and even dab into Quake II (Dec '97) territories.

GHCi semantics: code runnable in GHCi should be runnable in the notebook - with the caveat that Sabela better supports template Haskell splicing and multi-line functions.

While IHaskell is proof that notebooks are valuable in Haskell; Sabela is an experiment in whether the GHCi-as-kernel approach yields a better long-term tradeoff for reactivity and environment UX.

for help ghci > : set prompt "" : set prompt - cont ""These first two commands ensure that there is no prompt for single and multi-line GHCi inputs.

PS C :\ Users \ mscha > ghci GHCi , version 9.8 .

PS C :\ Users \ mscha > ghci GHCi , version 9.8 .

memcmp ( buf , thing , thinglen )) return buf + thinglen ; return 0 ; } void print_udev_pkt ( void * buf , size_t bufsz ) { struct udev_packet_header hdr ; if ( bufsz < sizeof ( hdr )) { printf ( "Invalid packet!"

); hexdump ( buf , bufsz ); return ; } memcpy ( & hdr , buf , sizeof ( hdr )); // Munge header endianness hdr .

); hexdump ( buf , bufsz ); return ; } print_kern_uevent_pkt ( buf + hdr .

If we hexdump the messages we receive, they look like this:00000000: 6c 69 62 75 64 65 76 00 fe ed ca fe 28 00 00 00 libudev.....(... 00000010: 28 00 00 00 2f 02 00 00 a9 30 e9 67 00 00 00 00 (.../....0.g.... 00000020: 02 08 20 08 00 40 10 09 55 44 45 56 5f 44 41 54 .. [email protected]_DAT 00000030: 41 4…

What are you doing this week?

Feel free to share!

Keep in mind it’s OK to do nothing at all, too.

The Information:

Sources: at Apple's request, Google investigated hosting servers inside its data centers to run a Gemini-based Siri while adhering to Apple's privacy standards — In January, when Apple announced an agreement to use Google's Gemini models in Apple products, it was an admission that the iPhone maker …

Apple:

Apple updates the iPad Air with M4, featuring an 8-core CPU, 9-core GPU, 12GB of unified memory, an N1 networking chip, for $599+ and $799+ in 11" or 13" sizes — With blazing performance, more memory, enhanced connectivity, and game-changing iPadOS 26 features, iPad Air is a fantastic value

Apple:

Apple unveils the iPhone 17e, offering a 6.1-inch display, a 3nm A19 chip, a C1X modem, a 48MP Fusion camera, and more, for $599+ and shipping from March 11 — iPhone 17e delivers incredible value with faster performance, an advanced camera system, enhanced durability, the magic of MagSafe, and double the starting storage at 256GB

Cristina Cueto / DatacenterDynamics:

AWS plans to invest an additional €18B in Aragon, Spain, taking its total investment to €33.7B; its Aragon facilities have used 100% renewable energy since 2022 — Including facilities for the manufacture, assembly, storage, and recycling of servers

Zaheer Kachwala / Reuters:

Nvidia says it plans to invest $2B each in photonic product makers Lumentum and Coherent to support the companies' R&D and manufacturing operations in the US — Nvidia (NVDA.O) will invest $2 billion each in photonic product makers Lumentum (LITE.O) and Coherent (COHR.N) …

Ben Thompson / Stratechery:

Anthropic's concerns are legitimate, but its position is intolerable and misaligned with a reality where US foes are developing autonomous fighting capabilities — Just because you do not take an interest in politics doesn't mean politics won't take an interest in you. — ― Pericles

Will Sattelberg / 9to5Google:

Qualcomm forms a “coalition” to launch 6G in 2029 and unveils the FastConnect 8800, an “AI-native” Wi-Fi 8-ready NIC that doubles peak speeds over Wi-Fi 7 — Qualcomm's taking Mobile World Congress by storm, with a collection of networking-centric announcements set …

Mayank Parmar / BleepingComputer:

Anthropic reports elevated errors on claude.ai, console, and Claude Code, starting at 11:49 UTC and impacting logins, and says the API “is working as intended” — Claude appears to be having a major outage right now, with elevated errors reported across all platforms.

Terrence O'Brien / The Verge:

Kalshi CEO Tarek Mansour says the company would void certain bets related to Iran's Ali Khamenei and claims it doesn't “list markets directly tied to death” — Users say rules barring ‘profiting from death’ are unclear. … In a statement on X, Kalshi CEO Tarek Mansour …

Max A. Cherney / Reuters:

ASML CTO Marco Pieters says ASML plans to expand beyond EUV into advanced packaging, bonding, and connecting, and is building AI-based machine inspection tools — ASML Holding (ASML.AS) has ambitious plans to expand its line of chipmaking equipment into several new products to capture …

Bloomberg:

The US-led Iran bombing campaign causes longer delivery times for Amazon, Shein, and others in the Middle East, one of the fastest-growing e-commerce markets — Major e-commerce platforms are warning of longer delivery times to the Middle East after the US-led bombing campaign …

Claude:

Anthropic launches a tool to bring a user's preferences and context from other AI platforms to Claude via one copy-paste command, available on all paid plans — Bring your preferences and context from other AI providers to Claude. With one copy-paste, Claude updates its memory and picks up right where you left off.

New York Times:

An unpublished draft of Changpeng Zhao's memoir, “Freedom of Money”, details secret negotiations in 2023 that led to his imprisonment and a run-in with ICE — In a draft of his memoir, Changpeng Zhao, the founder of Binance, laid out the secret negotiations that led to his imprisonment and a run-in with ICE.

Bloomberg:

Shanghai-based MiniMax reports 2025 revenue up 159% YoY to $79M, above ~$71.4M est., and a $1.87B net loss, up from a ~$465.2M loss in 2024, after its IPO — MiniMax Group Inc. reported a better-than-expected 159% surge in revenue in 2025, reflecting the torrid growth that's drawn investors to China's leading OpenAI rivals.

Jordyn Holman / New York Times:

Q&A with Kickstarter CEO Everette Taylor on modernizing the platform, attracting new creators, managing a fully remote, four-day-per-week workplace, and more — Everette Taylor took over Kickstarter at a low moment for the crowdfunding pioneer, which made its name with small projects …

Foreign Affairs:

Chinese military procurement documents show the PLA's efforts to use AI to assist in drone piloting, cyberattacks, decision-making, and disinformation campaigns — The PLA's Tech Strategy Is Working — At China's Victory Day parade in September 2025, it was not the marching troops …

Matt Swider / The Shortcut:

Qualcomm unveils the 3nm Snapdragon Wear Elite SoC for smartwatches, offering a Hexagon NPU that it says can run on-device AI models with up to 2B parameters — Six things to know about Qualcomm's new 3nm wearable platform that brings on-device AI, satellite messaging, and 5G to your wrist

Zack Abrams / The Block:

Vitalik Buterin outlines a two-part plan to overhaul Ethereum's execution layer with a binary state tree and eventually move beyond the Ethereum virtual machine — Quick Take — Ethereum co-founder Vitalik Buterin laid out a detailed case for two sweeping execution layer changes …

Sarah Shoker / fishbowlification:

Frontier AI labs' policies around military use of their AI tools are incoherent, vague, and often prone to change, allowing leadership to preserve “optionality” — I led the Geopolitics Team at OpenAI for approximately three years and then joined two other teams before deciding to leave in June 2025.

Christopher Mims / Wall Street Journal:

A look at the research into using metal-organic frameworks as photoresists for cutting-edge silicon etching, as ASML aims to move from EUV to X-ray lithography — We are now one generation of technological alchemy away from the smallest possible silicon microchips

Julian Chokkattu / Wired:

MWC 2026: a look at Lenovo's concept devices, including a Framework-like modular laptop with swappable parts, and a gaming handheld with a folding display — At MWC 2026, the company also showed off a dual-screen Yoga Book with 3D capabilities, and the Legion Go Fold—a gaming handheld …

Ben Schoon / 9to5Google:

Lenovo's Motorola partners with GrapheneOS, a privacy-focused, de-Googled version of Android, to preinstall GrapheneOS on upcoming Motorola smartphones — Following rumors swirling for quite some time, Motorola has announced a partnership with GrapheneOS that will see the privacy-focused …

Sharon Klyne / Bloomberg:

Australian AI infrastructure company Firmus signed a multi-billion deal with an unnamed customer to build a Melbourne data center with 18,400 Nvidia GB300 chips — Australian artificial-intelligence startup Firmus Technologies Pty. has signed a new agreement with a global technology firm …

This means calling the speech to text model repeatedly over time as a sentence is spoken.

The main steps involved are microphone capture, voice activity detection (to break a continuous stream of audio into sections of speech), speech to text, speaker identification, and intent recognition.

text } " ) transcriber .

start () # Loop through the audio data in chunks to simulate live streaming # from a microphone or other source.

log_output_text : If this is enabled then the results of the speech to text model will be logged to the console.

It hosts model checkpoints and scripts for training, evaluating, and deploying advanced whole-body controllers for humanoid robots.

In this repo, we will release SONIC's training code, deployment framework, model checkpoints, and teleoperation stack for data collection.

VR Whole-Body TeleoperationSONIC supports real-time whole-body teleoperation via PICO VR headset, enabling natural human-to-robot motion transfer for data collection and interactive control.

The NVIDIA Open Model License permits commercial use with attribution and requires compliance with NVIDIA's Trustworthy AI terms.

Decoupled WBCFor the Decoupled WBC used in GR00T N1.5 and N1.6 models, please refer to the Decoupled WBC do…

GitNexus lets you analyze it — because a knowledge graph tracks every relationship, not just descriptions.

CLI + MCP (recommended)The CLI indexes your repository and runs an MCP server that gives AI agents deep codebase awareness.

When an AI agent starts, the MCP server reads the registry and can serve any indexed repo.

name , r . confidence ORDER BY r . confidence DESCWiki GenerationGenerate LLM-powered documentation from your knowledge graph:# Requires an LLM API key (OPENAI_API_KEY, etc.)

gitnexus wiki # Use a custom model or provider gitnexus wiki --model gpt-4o gitnexus wiki --base-url https://api.anthropic.com/v1 # Force full regeneration gitnexus wiki --forceThe wiki generator reads …

Claude CodeClaude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows -- all through natural language commands.

Install Claude Code: MacOS/Linux (Recommended): curl -fsSL https://claude.ai/install.sh | bash Homebrew (MacOS/Linux): brew install --cask claude-code Windows (Recommended): irm https: // claude.ai / install.ps1 | iex WinGet (Windows): winget install Anthropic.ClaudeCode NPM (Deprecated): npm install -g @anthropic-ai/claude-code Navigate to your project directory and run claude .

PluginsThis repository includes several Claude Code plugins tha…

Accessing PentAGI from External NetworksBy default, PentAGI binds to 127.0.0.1 (localhost only) for security.

Podman Rootful ModeIf you're running Podman in rootful mode (with sudo), you can use the default configuration without modifications.

base_url } /api/v1/graphql" , json = { "query" : query , "variables" : { "provider" : provider , "input" : target } }, headers = self .

By setting LLM_SERVER_PROVIDER=moonshot , you can use the same provider configuration file for both direct API access and LiteLLM proxy access without modifications.

While typical agent workflows consume around 64K tokens, PentAGI uses 110K context size for safety margin and handling complex penetration testing scenar…

🦌 DeerFlow - 2.0DeerFlow (Deep Exploration and Efficient Research Flow) is an open-source super agent harness that orchestrates sub-agents, memory, and sandboxes to do almost anything — powered by extensible skills.

If you're looking for the original Deep Research framework, it's maintained on the 1.x branch — contributions there are still welcome.

From Deep Research to Super Agent HarnessDeerFlow started as a Deep Research framework — and the community ran with it.

The lead agent can spawn sub-agents on the fly — each with its own scoped context, tools, and termination conditions.

Regression coverage includes Docker sandbox mode detection and provisioner kubeconfig-path handling tests in b…

Development at the speed of light.

InstallationYou can run SpacetimeDB as a standalone database server via the spacetime CLI tool.

# Clone SpacetimeDB git clone https: // github.com / clockworklabs / SpacetimeDB # Build and install the CLI cd SpacetimeDB cargo build -- locked -- release - p spacetimedb - standalone - p spacetimedb - update - p spacetimedb - cli # Create directories $stdbDir = " $HOME \AppData\Local\SpacetimeDB " $stdbVersion = & " .\target\release\spacetimedb-cli " -- version | Select-String - Pattern ' spacetimedb tool version ([0-9.

# %USERPROFILE%\AppData\Local\SpacetimeDB # Set the current version spacetime version use $STDB_VERSIONYou can verify that the correct versio…

ElectrobunGet started with a templatenpx electrobun initWhat is Electrobun?

Electrobun aims to be a complete solution-in-a-box for building, updating, and shipping ultra fast, tiny, and cross-platform desktop applications written in Typescript.

Under the hood it uses bun to execute the main process and to bundle webview typescript, and has native bindings written in zig.

Project GoalsWrite typescript for the main process and webviews without having to think about it.

Isolation between main and webview processes with fast, typed, easy to implement RPC between them.

Claude Code Telegram BotA Telegram bot that gives you remote access to Claude Code.

PrerequisitesPython 3.11+ -- Download here-- Download here Claude Code CLI -- Install from here-- Install from here Telegram Bot Token -- Get one from @BotFather2.

Configurecp .env.example .env # Edit .env with your settings:Minimum required:TELEGRAM_BOT_TOKEN=1234567890:ABC-DEF1234ghIkl-zyx57W2v1u123ew11 TELEGRAM_BOT_USERNAME=my_claude_bot APPROVED_DIRECTORY=/Users/yourname/projects ALLOWED_USERS=123456789 # Your Telegram user ID4.

Authenticate on your server with gh auth login , then work with repos conversationally:You: List my repos related to monitoring Bot: [Claude runs gh repo list, shows results] You…

unwrap ( ) ; // Compute attention scores let attention = TopologicalAttention :: new ( Default :: default ( ) ) ; let scores = attention .

addEdge ( scan , filter ) ; // Apply attention const attention = new TopologicalAttention ( ) ; const scores = attention .

` ) ; // GNN embeddings const embeddings = await db .

; let embeddings = pipeline .

( "Landauer cost: {:.2e} J" , cost ) ; SIMD Pattern Retrieval use exo_manifold :: { ManifoldEngine , cosine_similarity_simd , batch_distances } ; // 54x faster similarity search let query = vec !

Agent Skills for Context EngineeringA comprehensive, open collection of Agent Skills focused on context engineering principles for building production-grade AI agent systems.

Context engineering is the discipline of managing the language model's context window.

Effective context engineering means finding the smallest possible set of high-signal tokens that maximize the likelihood of desired outcomes.

UsageUsage with Claude CodeThis repository is a Claude Code Plugin Marketplace containing context engineering skills that Claude automatically discovers and activates based on your task context.

The skills provide the context and guidelines that agent needs for effective context engineering and…

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

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

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Reload to refresh your session.

You switched accounts on another tab or window.

Stremio - Freedom to StreamStremio is a modern media center that's a one-stop solution for your video entertainment.

You discover, watch and organize video content from easy to install addons.

BuildPrerequisitesNode.js 12 or higherpnpm 10 or higherInstall dependenciespnpm installStart development serverpnpm startProduction buildpnpm run buildRun with Dockerdocker build -t stremio-web .

docker run -p 8080:8080 stremio-webScreenshotsBoardDiscoverMeta DetailsLicenseStremio is copyright 2017-2023 Smart code and available under GPLv2 license.

See the LICENSE file in the project for more information.

Hugging Face SkillsHugging Face Skills are definitions for AI/ML tasks like dataset creation, model training, and evaluation.

They are interoperable with all major coding agent tools like OpenAI Codex, Anthropic's Claude Code, Google DeepMind's Gemini CLI, and Cursor.

Google Gemini uses 'extensions' to define the instructions for your coding agent in a gemini-extension.json file.

InstallationHugging Face skills are compatible with Claude Code, Codex, Gemini CLI, and Cursor.

Your coding agent automatically loads the corresponding SKILL.md instructions and helper scripts while it completes the task.

You can show your support via:Cryptocurrency: BTC: bc1q7zldmzjwspnaa48udvelwe6k3fef7xrrhg5625 LTC: LRWgqwEYDwqau1WeiTs6Mjg85NJ7m3fsdQ ETH: 0x3f844B2cc3c4b7242964373fB0A41C4fdffB192APatreon: https://patreon.com/lucknitehttps://patreon.com/lucknite Ko-fi: https://ko-fi.com/lucknite🙏 Thank you for your support!

SponsorsSponsor the most comprehensive repository of AI system prompts and reach thousands of developers.

Latest Update: 08/01/2026🔗 Connect With MeX: NotLuckniteNotLucknite Discord : x1xhlol: Email: [email protected]🛡️ Security Notice for AI Startups⚠️ Warning: If you're an AI startup, make sure your data is secure.

Check out ZeroLeaks, a service designed to help startups identify and …

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Every MCP tool call in Claude Code dumps raw data into your 200K context window.

Context Mode is an MCP server that sits between Claude Code and these outputs.

But there's a tension at its core: every tool interaction fills the context window from both sides — definitions on the way in, raw output on the way out.

Cloudflare showed that tool definitions can be compressed by 99.9% with Code Mode.

Context Mode includes a PreToolUse hook that automatically routes tool outputs through the sandbox.

MicroGPT explained interactivelyAndrej Karpathy wrote a 200-line Python script that trains and runs a GPT from scratch, with no libraries or dependencies, just pure Python.

The formula is − log ⁡ ( p ) -\log(p) −log(p) where p p p is the probability the model assigned to the correct token.

Another might focus on the BOS token (to remember "we're generating a name").

Step through the pipeline for one token and watch data flow through each stage:GPT forward pass Token Token Embed Pos Embed Add RMS Norm Attn Add RMS Norm MLP Add Output Logits vector dimension: 16 (except output: 27)Here's the actual gpt() function from microgpt.

relu ( ) for xi in x ] 28 x = linear ( x , mlp_fc2 ) 29 x = [ a +…

I’ve been using Claude Code as my primary development tool for approx 9 months, and the workflow I’ve settled into is radically different from what most people do with AI coding tools.

The workflow I’m going to describe has one core principle: never let Claude write code until you’ve reviewed and approved a written plan.

Without it, Claude will jump to code the moment it thinks the plan is good enough.

Claude is excellent at understanding code, proposing solutions, and writing implementations.

Try my workflow, you’ll wonder how you ever shipped anything with coding agents without an annotated plan document sitting between you and the code.

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

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

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

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

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

Decision Trees are supervised machine learning algorithms used for both regression and classification problems.

Decision Trees consist of a series of decision nodes on some dataset's features, and make predictions at leaf nodes.

A Decision Tree consists of a series of sequential decisions, or decision nodes, on some data set's features.

Decision trees trained using entropy or Gini impurity are comparable, and only in a few cases do results differ considerably.

The Problem of Pertubations Without question, Decision Trees have a lot of things going for them.

It was from @Thiccolo and it reads:“For someone like you, who likely has years of experience without LLMs, your brain totally understands good code/bad code, good architecture, and just general intuition around code and systems.

AI is making it really easy to build what I’d call shallow competence.

You need to know what good looks like before you can evaluate what AI is giving you.

Now there’s an escape hatch available 24/7 and it’s really, really tempting to use it every single time.

You have access to something I genuinely dreamed about when I was learning — AI that can explain anything to you, at any time, at whatever level of depth you want.

Drop your PDF here, or click to browseWorks best with files under 10 MB

An agent skill that turns complex terminal output into styled HTML pages you actually want to read.

Ask your agent to explain a system architecture, review a diff, or compare requirements against a plan.

Instead of ASCII art and box-drawing tables, it generates a self-contained HTML page and opens it in your browser.

> draw a diagram of our authentication flow > /diff-review > /plan-review ~/docs/refactor-plan.mdvisual-explainer.mp4WhyEvery coding agent defaults to ASCII art when you ask for a diagram.

LimitationsRequires a browser to viewSwitching OS theme requires a page refresh for Mermaid SVGsResults vary by model capabilityCreditsBorrows ideas from Anthropic's frontend-design skill and…

An element that pops up from another element over other content; it differs from a tooltip in that it is usually triggered via click instead of hover and can contain interactive elements.

Verified Spec-Driven Development (VSDD)The Fusion: VDD × TDD × SDD for AI-Native EngineeringOverviewVerified Spec-Driven Development (VSDD) is a unified software engineering methodology that fuses three proven paradigms into a single AI-orchestrated pipeline:Spec-Driven Development (SDD): Define the contract before writing a single line of implementation.

A clear architectural separation between the (where formal verification can operate) and the (I/O, network, database, user interaction).

Integration Tests: Tests that verify the module works correctly within the larger system context defined in the spec.

(Tautological tests, tests that mock too aggressively, tests that assert on implementa…

This gap between output velocity and comprehension velocity is cognitive debt.

Unlike technical debt, which surfaces through system failures or maintenance costs, cognitive debt remains invisible to velocity metrics.

How the Debt CompoundsThree failure modes emerge as cognitive debt accumulates.

The cognitive debt accumulating in those teams does not present as a signal.

Where This Model BreaksThe cognitive debt framing does not apply uniformly across all engineering work.

But for this colleague, it was also their first interaction with macOS 26 Tahoe and the Liquid Glass redesign, the Mac’s first major software design update since the Apple Silicon era began with macOS 11 Big Sur in 2020.

This is an attempt to bring all of those steps together into one page, aimed directly at new Mac buyers who are desperate to switch from Tahoe to the more-familiar macOS 15 Sequoia.

Table of Contents Jump to sectionA preemptive warning about security updates and older versions of macOSBefore we begin: Apple handles macOS updates differently from iOS updates.

Eventually, Apple requires devices that support the latest iOS and iPadOS versions to install those updates if they w…

The monthly analysis gave me an idea: could Opus 4.5 design a small webapp to view the top videos by month?

Despite the holiday, X and Hacker News were abuzz with similar stories about the massive difference between Sonnet 4.5 and Opus 4.5, so something did change.

Although I am not a Rust expert and cannot speak that the agent-generated code is idiomatic Rust, none of the Rust code demoed in this blog post has traces of bad Rust code smell.

There were around 10 prompts total adding tweaks and polish, but through all of them Opus 4.5 never failed the assignment as written.

So I asked Opus 4.5 to create a MIDI composer and playback DAW within a terminal, which worked.

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

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

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

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

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

Changelog News!

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

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

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

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

Changelog News!

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

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

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

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

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

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

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

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

Check out the speedrun to get started in minutes.

Changelog News!

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

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

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

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

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

At an unbeatable price.

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.

BMX SolidSafe Air ZDNET's key takeaways The BMX SolidSafe Air is available now for $60.

It's the thinnest Qi2 power bank I've tested, with a semi-solid-state battery that's safer and less flammable than regular lithium-ion batteries.

This is one of the thinnest power banks I've tested.

And yes, there's a basic cable included with the power bank, but it's not the type that attaches and doubles as a lanyard.

ZDNET's buying adviceOverall, the BMX SolidSafe Air is a great power bank that ticks a lot of boxes.

Here's what you need to know if you want to stand out from your job rivals.

Corbridge told ZDNET that the prevalence of emerging technology makes it hard to uncover the best candidates in a fast-changing market.

Dao told ZDNET that some of the traditional components of the interview still make sense in an age of AI.

"So really, in the age of AI, you need to think about who and what you know that's unique in a world of automation."

And as a business leader, you're looking for candidates you can trust and who can create a human connection."

After writing about Google Maps for nearly 15 years, I've learned firsthand that it's packed with hidden settings, menus, and toggles.

Also: How to blur your home on Google Street View - and why you should do it ASAPBelow is my master list of Google Maps settings, tips, and tricks every power user should know.

Note: You can change your language at any time by going to Profile icon > Settings > Apps and display > Voice search.

To use this completely hands-free feature, first enable Access your Assistant with OK Google in Profile icon > Settings > Navigation.

Go to Profile icon > Settings > Navigation settings and make sure Show raised buildings is turned on.

"Very early on, our team created this hub, which is our internal version of gen AI tools.

Establish a learning cultureSchildhouse said embracing governance is the best way to ensure AI innovation delivers business growth while keeping humans in the loop.

5 ways to future-proof your career - before it's too lateAs mentioned in the previous section, employees who use AI in the business must take a mandatory training program.

Because you don't want to have a free-for-all, ungoverned use of AI tools.

"It's about data-driven decision making and helping our business teams be able to use analytics tools and AI to make faster, better decisions."

Here, business leaders share their tips for climbing the career ladder.

5 ways to stand out in the age of AIPyle told ZDNET that senior professionals must be willing and able to smash the glass ceiling.

Also: Turn AI chaos into a career opportunity by preparing for these 4 scenariosDepa told ZDNET that ignoring others' opinions is a potential shortcut to disaster.

McCarroll told ZDNET that perceptual intelligence is not just about how people perceive you, but how you perceive others and how you maintain conversations with them.

Also: 6 ways to be a successful first-time managerPyle told ZDNET that managers who can demonstrate their hands-off credentials will show they're able to move into a…

Here are five ways to temper your anxieties and start feeling more comfortable about the implementation of AI.

And I think AI, because it's moving so quickly, is also going to give people more choices about how they work."

Also: Forget the chief AI officer - why your business needs this 'magician'Mayer gave ZDNET an example from his own work environment.

"Roles are going to change, and there's going to be disruption, but the impact of AI is similar to any information revolution," he said.

"I think AI will create more jobs in different areas, and therefore, over a period, we'll be okay.

Users of a popular Iranian prayer app were flooded with phone notifications as U.S. air strikes hit Iran's biggest cities, killing the country's leader.

After wooing Cal AI for months, MyFitnessPal has successfully acquired its up-and-coming rival, Cal AI, the app built by teens soaring on the apps stores.

Cami Tellez announces launch of new company, $4 million raise.

Anthropic's AI chatbot Claude experienced widespread service disruptions on Monday morning, with thousands of users reporting issues accessing the bot.

Six newly-created accounts made a profit of $1 million by correctly betting that the U.S. would strike Iran by February 28.

With many users feeling uneasy about Discord's new age verification requirement, here are some alternatives that could be worth exploring.

Google is integrating carrier-level filtering into RCS in India through a partnership with Airtel to strengthen protections against spam.

TechCrunch spoke with VCs to learn what investors aren't looking for in AI SaaS startups anymore.

By CEO Sam Altman’s own admission, OpenAI’s deal with the Department of Defense was “definitely rushed,” and “the optics don’t look good.”

An anonymous reader quotes a report from TechCrunch: One day not long ago, a founder texted his investor with an update: he was replacing his entire customer service team with Claude Code, an AI tool that can write and deploy software on its own. To Lex Zhao, an investor at One Way Ventures, the message indicated something bigger -- the moment when companies like Salesforce stopped being the automatic default. "The barriers to entry for creating software are so low now thanks to coding agents, that the build versus buy decision is shifting toward build in so many cases," Zhao told TechCrunch. The build versus buy shift is only part of the problem. The whole idea of using AI agents instead o…

"At its peak in early 2014, Stack Overflow received more than 200,000 questions per month," notes the site DevClass.com. But in December they'd just 3,862 questions were asked — a 78 percent drop from the previous year. But Stack Overflow's blog announced a beta of "a redesigned Stack Overflow" this week, noting that at July's WeAreDevelopers conference they'd "committed to pushing ourselves to experiment and evolve..." Over the past year, on the public platform, we introduced new features, including AI Assist, support for open-ended questions, enhancements to Chat, launched Coding Challenges, created an MCP server [granted limited access to AI agents and tools], expanded access to voting a…

"Saturn and some of its 274 moons are pretty weird," writes Smithsonian magazine: [Saturn moon] Titan has strangely few impact craters, Hyperion is tiny and misshapen, and Iapetus has a tilted orbit. What's more, planets tend to wobble along their rotational axes as they spin, like an off-kilter spinning top in the moments before it topples over. Formally called precession, scientists have long thought that Saturn's wobble rate should match Neptune's because they're probably gravitationally linked. However, data from NASA's Cassini spacecraft, which studied the ringed planet from 2004 to 2017, revealed that Saturn's precession rate is slightly speedier than Neptune's. In 2022, some research…

As the Mobile World Conference begins in Spain, Lenovo brought a new attachable accessory for their laptops — an AI agent. CNET reports:

The little circular module perches on the top of your Lenovo laptop display, attached via the magnetic Magic Bay on the rear. The module is home to an adorable animated companion called Tiko, who you can interact with via text or voice... [I]t can start and stop your music, open a web page for you or answer a question. You can also interact with it by using emoji. Give it a book emoji, for example, and it will pop on its glasses and sit reading with you while you work... The company wants to sell the Magic Bay accessory later this year — although it doesn'…

If U.S. automakers turn their backs on electric vehicles, "their sales outside the U.S. will shrivel," warns Bloomberg. [Alternate URL.] They're already falling behind on the technology, relying on a 100% U.S. tariff on Chinese EVs to keep surging rivals like BYD Co. at bay.... While the American automakers "mostly understand the challenge in front of them, they don't have full plans" to confront it [said Mark Wakefield, head of the global automotive practice at consultant AlixPartners]... "Now is a great time for the V-8 engine," said Ryan Shaughnessy, the Mustang's brand manager. "We've done extensive customer research in multiple cities, looking at a variety of powertrains, and the V-8 i…

The Norwegian Consumer Council, a government funded organization advocating for consumer's rights, released a report on the trend of "enshittification" in digital consumer goods and services, suggesting ways consumers for consumers to resist. But they've also dramatized the problem with a funny four-minute video about the man whose calls for him to make things shitty for people. "It's not just your imagination. Digital services are getting worse," the video concludes — before adding that "Luckily, it doesn't have to be this way." The Consumer Council's announcement recommends: Stronger rights for consumers to control, adapt, repair, and alter their products and services, Interoperability, d…

"Advanced AI models appear willing to deploy nuclear weapons without the same reservations humans have when put into simulated geopolitical crises," reports New Scientist: Kenneth Payne at King's College London set three leading large language models — GPT-5.2, Claude Sonnet 4 and Gemini 3 Flash — against each other in simulated war games. The scenarios involved intense international standoffs, including border disputes, competition for scarce resources and existential threats to regime survival.

The AIs were given an escalation ladder, allowing them to choose actions ranging from diplomatic protests and complete surrender to full strategic nuclear war... In 95 per cent of the simulated gam…

Slashdot reader JustAnotherOldGuy shared this report from the Guardian: Chronic ocean heating is fuelling a "staggering and deeply concerning" loss of marine life, a study has found, with fish levels falling by 7.2% from as little as 0.1C of warming per decade. Researchers examined the year-to-year change of 33,000 populations in the northern hemisphere between 1993 and 2021, and isolated the effect of the decadal rate of seabed warming from short shifts such as marine heatwaves. They found the drop in biomass from chronic heating to be as high as 19.8% in a single year. "To put it simply, the faster the ocean floor warms, the faster we lose fish," said Shahar Chaikin, a marine ecologist at…

"Anthropic may have lost out on doing business with the US government," reports Engadget, "but it's gained enough popularity to earn the number one spot on the App Store's Top Free Apps leaderboard." Anthropic's Claude AI assistant had already leaped to the #2 slot on Apple's chart by late Friday," CNBC reported Saturday: The rise in popularity suggests that Anthropic is benefiting from its presence in news headlines, stemming from its refusal to have its models used for mass domestic surveillance or for fully autonomous weapons... OpenAI's ChatGPT sat at No. 1 on the App Store rankings on Saturday, while Google's Gemini was at No. 3... On Jan. 30, [Claude] was ranked No. 131 in the U.S., a…

Engadget reports: In a lengthy post on Truth Social on February 27, President Trump ordered all federal agencies to "immediately cease all use of Anthropic's technology" following strong disagreements between the Department of Defense and the AI company. A few hours later, the U.S. conducted a major air attack on Iran with the help of Anthropic's AI tools, according to a report from The Wall Street Journal. Even Trump's post noted there would be a six-month phase-out for Anthropic's technology (adding that Anthropic "better get their act together, and be helpful during this phase out period, or I will use the Full Power of the Presidency to make them comply, with major civil and criminal co…

"Podcasts have officially overtaken AM/FM talk radio as the more popular medium for spoken-word audio in the United States," reports TechCrunch, citing Edison Research's Share of Ear survey: The researchers have tracked these statistics over the last decade, and almost always, the percentage of time people spent listening to podcasts increased, while their time with spoken radio broadcasts decreased. For the first time this year, podcasts eclipsed spoken-word radio with 40% of listening time, as opposed to 39% for radio... We checked with Edison to see if these statistics include video podcasts, and they do. But the need to clarify that question points to the undeniable growing prevalence o…

"Billions fewer birds are flying through North American skies than decades ago," reports the Associated Press, "and their population is shrinking ever faster, mostly due to a combination of intensive agriculture and warming temperatures, a new study found." Nearly half of the 261 species studied showed big enough losses in numbers to be statistically significant and more than half of those declining are seeing their losses accelerate since 1987, according to Thursday's journal Science... The only consolation is that the birds that are shrinking in numbers the fastest are species — such as the European starling, American crow, grackle and house sparrow — with large enough populations that th…

Игра, чтобы выучить свой район

Как ведь бывает, переехал в новый район, а там все улицы незнакомые. Как вот их учить?

Сделал игру: Случайный положительный эффект: можно легко сравнить масштаб городов, понять, что Садовое в Москве — это от Фонтанки с заходом на начало Васьки и Петроградки.

Thick clients were the dominant form of device throughout the PC and mobile era; in an AI world, however, thin clients make much more sense.

I have a new small project: edtext provides text

selection and manipulation functions inspired by the classic ed

text editor.I’ve long used cog to build documentation and HTML

presentations. Cog interpolates text from elsewhere, like source code or

execution output. Often I don’t want the full source file or all of the lines of

output. I want to be able to choose the lines, and sometimes I need to tweak the

lines with a regex to get the results I want.Long ago I wrote my own ad-hoc function to include a

file and over the years it had grown “organically”, to use a positive word. It

had become baroque and confusing. Worse, it still didn’t do all the things I

needed.The old function has 16 arg…

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

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

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

На пост меня натолкнула рабочая ситуация: Я написал (будем честны, попросил ллм написать) один скрипт, и некоторые коллеги прореагировали «о, давно о таком мечтаю». И у меня в голове щелкнуло.

Когда я сейчас написал про один промт, я не утрировал, это был реально один промт.

Сейчас простые задачи решаются ллмками достаточно хорошо. Ядро линукса они все еще не напишут, но пропарсить все ресурсные файлы проекта, сгруппировать одинаковые строчки и дать к ним мгновенный поиск — это задача на один промт. И все, что удерживает людей сейчас, от того, что некоторая часть их задач начнет быть проще — рефлексия. Все что нужно — остановиться, и заметить момент «ага, я тут хочу упрощение, которое возмо…

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

testing, and linked to pytest docs and a

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

pytest.raises as a context manager, and have

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

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

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

Я задал один и тот же промт нескольким моделям и вот что вышло

Промт

Прочитай @/llm/PRD.md и сверстай статическую html-страницу about. Укажи в ней все преимущества, придумай как их проиллюстрировать, используй модный современный дизайн Сохрани в файл about-page/{model-name}.html Ориентируйся только на prd, не используй about-страницу.Эксперимент проведен в декабре 2025-январе 2026. Использовался openrouter или облака ллммок. В скриншотах могут быть небольшие артефакты, скриншоты снимал плейрайт, он не умеет в стики-позиции.

Для сравнения дизайн кожаного мешка (меня): https://recipe-scaler.ru/#/about

Gemini 3 pro Grok code fast 1 Minimax 2.1 Minimax 2.1 Minimax 2.1 Minimax 2.1

Тут я просил ш…

Клод код (Claude Code) заботится обо мне и показывает команды на согласования, к сожалению, он делает это без уважения плохо.

Посмотрите на этот апрув: Выполняет трехстрочную шелл-команду с вложенными конструкциями: циклы, условия. Если там где-то будет какая-то ошибка, я её просто не замечу.

Я не специально выбирал, что скриншотить, они все такие: У меня остается два варианта: Как мартышка жать и жать на кнопку «Approve». В итоге вырабатывается привычка, которая не даст мне себя защититить в опасной ситуации. См. принцип «подтверждения не работают».

Один раз апрувнуть тоже не выйдет, потому что эта конкретная трехэтажная команда вряд ли когда-нибудь появится.

Согласитья на YOLO (You Only L…

На новогодние праздники вышли два больших апдейта recipe-scaler

Первый апдейт — публичный профиль и коллекции

Сейчас можно шарить не только рецепты как одну штуку, но и всю коллекцию.

Или выборочно, или прибранные рецепты (с рецептом и фоткой), или вообще все-все-все

https://recipe-scaler.ru/#/public/@/mike.ozornin Интеграция с ИИ-иссистентом

Можно через MCP подключиться к своему ассистенту. У кого-то клод, у кого-то курсор. Пока подглючивает чуток. Но смотрите, какая красота:

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

Делал большую фичу, попросил ревью у ИИ. Попросил найти важные моменты во всех областях: безопасность, логика, деплой, производительность и прочее, и прочее.

Опус 4.5 (лучшая на сейчас ЛЛМ в мире) написал: Критикал sql-инъекция. Как оказалось: пользователь сам себе после всех входов и разрешений на свой же запрос получит чуть больше своих же результатов. Опус не написал: Конфиг nginx забыли поправить и ничего не будет работать в целом.

Сервис-воркер (фоновый код в браузерном приложении) блокировал работу новой вещи, перехватывая все обращения на себя.

Кеширование oauth-запросов было настроено некорректно.

Часовые пояса неправильные, посему токен не имел шансов подойти.

Некоторые адреса обра…

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.

Осознал недавно, чем вайб-кодинг в его классическом виде похож на лудоманию и при чем тут дофамин

Что за вайб-кодинг такой

Давайте сначала начнем с определений. Не каждая разработка с ллмкой — вайб-кодинг, но каждый вайб-кодинг — разработка с помощью ллмки.

Вайб-кодингом я буду называть программирование с помощью ллмки, в котором есть вот такие характеристики: Мало изначального планирования. Буквально короткое описание, вкинутое в ллмку и потом разберемся походу.

Попытка сразу попасть в нужную конечную точку. Желательно за одну итерацию.

Значительная часть кода написана ллмкой. Человек в целом не читает весь код, не проверяет его, только смотрит на результат. Архитектура придумана тоже ллмк…

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.

В сайд-бай-сайде вышла следующая версия

Изменения: Человекочитаемые URL для голосований

Было: /v/06b95c10-7688-4106-8e75-762035290c67/

Стало: /v/HairyParrotsPursueRudely/ Улучшение интеграции с Mattermost:

Сайд-бай-сайд сгенерирует превьюшки к уведомлениям в чате.

По окончании голосованию в чате будет итог голосования. Было: Стало: Мелочи: Кликабельные ссылки в описаниях. Ссылки в комментарии станут кликабельными.

На странице голосования теперь тоже показывается количество проголосовавших.

На странице голосований можно прокручивать картинки перетаскиванием мыши

Белый список доменов эл. почты. Можно указать домены, вход с которых будет разрешен.

Драг-н-дропать файлы можно на всю страницу, да…

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.

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A MacOS panic button where one key press cleans your screen Discussion | Link

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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.

On an isolated stretch of the Ring Road in South Iceland, a portion of a white wing from an Icelandair Boeing 757-200, has been mounted. It is dedicated to the service of aviation mechanics. The aircraft mechanic’s oath is printed on the wing. The wing is set against the stunning backdrop of sheer mountain cliffs and the island’s wilderness. It is not the location of an airplane wreck, and, there is no indication why this out-of-the-way location was chosen.

Referred to by locals as Hong Kong's 'South Pole', Po Toi is the territory's southernmost island. Covering an area of 3.69 square kilometres, the car-free island is one of Hong Kong's least populated islands, home to only 20 residents.

Once on the island, three hiking trails of varying difficulty allow visitors to reach the main points of interest. Among which are rock formations like Buddha's Palm Cliff or Tortoise Rock, the supposedly haunted ruins of Mo's old house, and the Tin Hau Temple.

Most historically significant are the Bronze age rock carvings, speculated to be over 3000 years old and supposedly hewn to appease sea gods. Po Toi is also a popular destination for campers and starga…

The theater shows a mix of first-run indie, foreign and repertory films, classic double features, and specialty screenings throughout the year. It’s known for unique events like a 70 mm film festival, regular Rocky Horror Picture Show with shadow casts, and long-running classics.

A signature tradition at the Music Box is its house organist, who performs before weekend screenings. The theater houses a custom organ that honors its silent-film era roots.

Architecturally, the Music Box features a deep blue, cove-lit ceiling dotted with twinkling stars designed to mimic an Italian courtyard. This creates the feeling of watching a film under an open night sky.

Beyond the main screen, the venue in…

Long before Collado Villalba had a town hall, it had a rock. Known as the Piedra del Concejo, this massive granite outcrop once served as the beating heart of local decision-making, where neighbors gathered in the open air to debate land disputes, local laws, and communal concerns in a form of direct democracy that predates modern institutions.

In 1724, the town’s mayor, known as Señor Sanz, ordered the stone to be reshaped with five carved steps, transforming it into a more comfortable civic platform. Chiseled into its surface are symbols, including a mysterious bird—interpreted as either a dove or the now-extinct francolin—that later became an emblem of the town itself.

Yet the stone’s st…

When thinking about rich biodiversity, the rainforest would come to mind for most people, but when it comes to plants it's actually a small nature reserve in southern South Africa. With an area of just 7 square miles (18 square km), the park is sizable, but no bigger than other nature reserves. Still it contains over 1800 species, 14% of all plants in South Africa, more than the entirety of the UK, and most other countries. When walking there this high density makes it so that you can find a new plant every minute of your hike.

Tourists and even locals sometimes miss one of the most historic and colorful free outdoor attractions in San Diego when they drive over the Coronado Bay Bridge to visit the sandy shores of Coronado. Underneath the pre-stressed concrete and steal of the bridge lies Chicano Park, home to one of the largest collections of outdoor murals in the United States. The vibrant murals are not just colorful artwork, but all have a meaningful message of Chicano Pride and the Hispanic history of oppression and resistance. That’s because this park would not exist if it weren’t for the Chicano movement in the 1970’s.

In the late1960’s the largely Hispanic neighborhood of Barrio Logan had five thousand res…

Taiwan imports almost all of its energy. That fact can make the island’s own oil history feel easy to forget. In Miaoli County, ChuHuangKeng is Taiwan’s most important early oil site. Local sources sometimes refer it as the first modern oil well area in East Asia. Labels can be disputed, but the place significance is without any doubt. It tells Taiwan’s main petroleum story for more than a century, from the 1861 discovery in the late Qing period, through Japanese rule, and all the way into the several wells that still produce natural gas today. The Taiwan Oil Field Exhibition Hall sits next to the old field. At the entrance stands a statue of three oil workers at a wellhead. CPC Corporation…

The Hitching Stone is a prominent landmark on the otherwise bland and gently sloping Keighley Moor in the Pennines of Yorkshire. Weighing over 1000 tonnes and 29 feet long, it is said to be the largest single boulder in the county. It is believed to be an erratic block, deposited here by glacial ice movement thousands or even millions of years ago. Being so unique for its area, it has become a prominent local landmark where councils, horse races, and fairs were once held.

Particular features of the rock have their own stories to tell. A long tunnel through the rock is said to have been left by a witch. Allegedly irritated by the rock's presence outside her house, she is said to have shoved …

Morlaix is a medieval market town in Brittany. The Old Quarter has many half-timbered buildings overhanging the narrow cobbled streets. The last thing you expect to see in such a quaint medieval town is modern street art. Huge, beautiful murals have been painted on the sides of ramshackle old buildings and modern blocks of flats. Some overlook ancient thoroughfares and others busy car-parks.

The art has been created by a number of artists and tours are available to see them all, however on any walk around the town centre you will discover unexpected colourful surprises.

The Poolsmoor prison is a decades old maximum-security prison that hosted a variety of people, including Nelson Mandela after his release from Robben Island. With over 7000 inmates it does not appear in most people's travel itinerary, but perhaps surprisingly it should because it hosts an (in)famous restaurant called Pollsmoor Restaurant "Idlanathi" (or Zulu for "come eat with us"). The restaurant, which is open for breakfast and lunch, is not only special for its location but also for the staff, as it is fully run by inmates close to the end of their sentence, with the idea to provide them with useful skills for functioning in the outside world. There are also guards nearby so there is vir…

Four outer walls remain of this beautiful church which has lost its roof and been taken over by nature. Part of the structure dates back to 1086 and was one of two local churches registered in the Domesday Book. Over time it was too costly to maintain both churches and this one was decaying and at risk of falling.

In 1947, vibrations from a low-flying aircraft caused the tower to collapse. The church fell into further disrepair after this.

Watching the Olympic Games, it may often feel like they are as much about pomp and ceremony as they are about sports. The International Olymic Committee (IOC) has a long list of protocols that need to take place during opening and closing ceremonies, the playing of the Olympic and National Anthems and lighting of the flame, for example; and medal ceremonies have similar requirements. Looking at the Games of the 21st century, it becomes clear that many of these traditions have their origins in the birth of the modern Games in 1896 Europe, a context of chivalrous ideals marred by racist notions of superiority; while other traditions can be traced further back to the original games in Ancient …

OutPost Bio, a London- and Boston-based BioTech research startup with a focus on making human microbiology computable, has raised €2.9 million ($3.5 million) in a pre-Seed funding round to accelerate its experimental and modelling platforms. The round was co-led by Merantix Capital and Seedcamp, with participation from OpenSeed VC, Defined, and strategic family offices and […]

The post Female-led BioTech startup OutPost Bio raises €2.9 million to make human microbiology computable appeared first on EU-Startups.

Tangled, a Finnish code collaboration platform, today announced a €3.8 million ($4.5 million) funding round to scale the platform into a foundational environment for software collaboration globally. The round was led by byFounders, the community-powered VC firm, with participation from Bain Capital Crypto and existing investor Antler. Notable angel investors also joined the round, including […]

The post Finland’s Tangled raises €3.8 million, backed by GitHub’s former CEO, to build a European alternative to the US platform appeared first on EU-Startups.

DivTax, a Hamburg-based FinTech startup, today announced that it has raised €1 million in a pre-Seed financing round to accelerate product development and institutional partnerships. Participants in the round included Angel Invest, CapCircle, Superangels, ING COO Dr Ralph Müller, and lemon.markets founder Max Linden. Additional angel investors from the financial sector, including Christian Stiebner and […]

The post Hamburg-based DivTax raises €1 million to help investors reclaim overpaid withholding tax on foreign dividends appeared first on EU-Startups.

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The post Weekly funding round-up! All of the European startup funding rounds we tracked this week (Feb. 23-27) appeared first on EU-Startups.

Following up on our country deep-dive series, we now turn to Poland, one of Central and Eastern Europe’s largest and most established startup ecosystems. With major hubs in Warsaw and Kraków, Poland combines a strong technical talent base with growing venture activity across AI, healthtech, cybersecurity, agritech, defence, and digital platforms. Poland’s ecosystem benefits from […]

The post Poland’s new tech wave: 10 of the most promising startups to watch in 2026 appeared first on EU-Startups.

Encord, the data infrastructure company for physical AI, today announced a €50 million ($60 million) Series C in order to accelerate product development, expand into new markets, and scale its AI-native data infrastructure platform as physical AI systems move from pilot programmes into full production. The round was led by Wellington Management, bringing the company’s […]

The post London-based Encord raises €50 million to support next phase of physical AI deployment appeared first on EU-Startups.

In the last year, we’ve seen huge strides in AI development and adoption. Whilst staggering valuations take the headlines, I’m interested in the coming data drought, opportunities in healthcare, and space tech. These are the industries where we expect the most impact to be achieved. New AI data sources: a huge market opportunity Gaining access […]

The post AI in 2026: The data drought, healthcare opportunities, and space tech appeared first on EU-Startups.

St. Gallen-based storage marketplace storabble has acquired the key assets of Düsseldorf-based mobile storage provider on-storage. The transaction represents storabble’s first acquisition and includes on-storage’s technology platform, logistics management systems, and brand assets. Financial terms were not disclosed. “Our goal has always been to create the one place people go when they need storage, whether […]

The post Swiss “Shark Tank” winner storabble acquires Germany’s on-storage to consolidate Europe’s fragmented storage market appeared first on EU-Startups.

Sparqle, an Amsterdam-based startup building an emission-free logistics infrastructure for modern e-commerce, has raised €1.5 million, including financing from the European Union, for European expansion. The company is active in the Netherlands, Belgium, and France and is working to expand into multiple European cities. “Our mission is to create a logistics ecosystem that combines sustainability […]

The post Amsterdam’s Sparqle secures €1.5 million with EU backing to scale emission-free delivery across Europe appeared first on EU-Startups.

Munich-based Ark Climate, a software company that offers an end to end solution for municipal climate action, has raised €2.1 million in a pre-Seed round to grow their team, expand their presence in the German market and develop advanced emission data and AI models. The round was led by the Climate Tech VC Satgana, joined […]

The post German municipalities could cut 100 million tonnes of CO2e – Ark Climate raises €2.1 million to support local action appeared first on EU-Startups.

Frankfurt-based Oska Health, a hybrid care provider combining personal health coaches with AI, has raised €11 million in Seed funding to scale its continuous care model for high-risk, chronically ill patients. The round is led by Capricorn Partners and SwissHealth Ventures, with participation from Revent, Calm Storm, LBBW Venture Capital, BMH, GoHub Ventures, and Aurum […]

The post With half of chronically ill patients failing to take medication correctly, Oska Health secures €11 million for personal health app appeared first on EU-Startups.

Zurich-basedFainite AG has received €165,000 (CHF 150,000) from Venture Kick to advancephysics-based simulations and expand access to advanced engineering analysisacross a wider range of applications....

Onetag, a global programmatic ad exchange and smart curation platform,announced the acquisition of Aryel, an Italian adtech company focused onimmersive and interactive advertising experiences.As adver...

Last week, we tracked more than 70 tech funding deals worth over €2 billion, and 5 exits, M&A transactions, rumours, and related news stories across Europe.Haberin devamını okumak için tıklayınız....

The Tech.eu Summit London 2026 will take place on 21–22 April at the Queen Elizabeth II Centre, convening leading voices from across the international startup and investment ecosystem. Across two days...

GitHub alternative Tangled has raised a $4.5 million funding round. The code platform offers a primary European alternative to GitHub for developers, providing an open and extensible network built fo...

Outpost Bio, a companyfocused on decoding complex interactions in human biology, has raised a $3.5million pre-seed round co-led by Merantix Capital and Seedcamp, withparticipation from OpenSeed VC, De...

Munich-based medtechcompany Noxon has closed its seed funding round, led by High-Tech Gründerfonds(HTGF) and Bayern Kapital, with participation from Auxxo and anotherinstitutional investor. The size o...

This week, we tracked more than 70 tech funding deals worth over €2 billion and 5 exits, M&A transactions, rumours, and related news stories across Europe. On the fourth anniversary of Russia’s un...

Monzo’s former CEO TS Anil has been appointed vice-chair of Monzo’s board, in a shake-up which sees an executive from an existing Monzo investor and a former Y Combinator executive take non-executive ...

I’m sure the creators of the internet never thought of a time when phrases like doomscrolling, social media addiction, and bed rot would be mainstream. But here we are. If you’ve ever jolted yourself ...

Today, The Rise Report, a new nationwide study, has found that UK female entrepreneurs identify human connection as the cornerstone of resilience, growth and business success. This report is commissio...

InSpacePropulsion Technologies (ISPTech), a German space tech company developing propulsionsystems designed to enable fast and agile in-orbit manoeuvring, has raised €5.5million to advance deployment ...

ChatGPT developer OpenAI is to make London its largest research hub outside of its San Francisco headquarters, it announced today, signifying a vote of confidence in the city. The US AI frontier lab, ...

FlyFocus, a Poland-based defence technology companyspecialising in unmanned aerial systems (UAS) and avionics, has raised €4.5million in a funding round led by ffVC, with participation from the NCBRIn...

Ukraine offers a rare combination: deep technical talent, a startup ecosystem tested under extreme conditions, digital-first public infrastructure, supportive regulation, and urgent national demand th...

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

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

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

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

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

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

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

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

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

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

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 […]