💡 KVarN delivers 3-5x more KV-cache capacity and up to ~1.3x the throughput of FP16, so you fit far longer contexts and serve more concurrent requests, with FP16-level accuracy.

KV-cache quantization usually comes with a catch.

Losing both speed and quality is the main reason KV-cache quantization is rarely turned on in production.

The tile / page size is currently fixed at 128 (one vLLM block = one KVarN tile); other page sizes are coming soon.

Tip (capacity): KVarN realizes its full KV-cache capacity when there is room to amortize a small fixed decode workspace.

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Together, the two renewable sources generated a record 531 terawatt-hours (TWh) of electricity during the month, 54 TWh more than gas plants generated globally, at 477 TWh.

But back then, wind and solar combined generated just 245 TWh – less than half of what they produced this April.

Wind and solar grew fast enough in April to meet most of the increase in global electricity demand, which helped limit growth in gas generation.

Ember’s recent Global Electricity Review found that wind and solar met all global electricity demand growth in 2025.

Countries are accelerating renewable energy plansGovernments around the world are also ramping up renewable energy targets to reduce dependence on vola…

As part of this change, all team members of VoidZero are joining Cloudflare, too.

We worked closely with the Vite team on its design, and then built the Cloudflare Vite plugin on top of it.

The Cloudflare Vite plugin ( @cloudflare/vite-plugin ) is at almost 14M weekly downloads.

Flue can run agents on Node.js, Cloudflare Workers, GitHub Actions, GitLab CI/CD, and more, and the Cloudflare target now uses the official Cloudflare Vite plugin and workerd integration.

The Cloudflare Vite plugin keeps improving.

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TL;DR: Senior Software Engineer specializing in TypeScript while using AI daily to build browser automations, seeking a fully remote role within ±3 hours of CET (Berlin).

🏗️ Your responsibilitiesScale integration infrastructure up : Own and enhance the integration layer that connects AccessOwl to hundreds of SaaS tools.

: Own and enhance the integration layer that connects AccessOwl to hundreds of SaaS tools.

Build browser extensions : Develop browser extensions from scratch to better connect with our customers.

Integration layer stack with Typescript and Playwright.

Comments

You're using a suspiciously old browserYou're probably reading this page because you've attempted to access some part of my blog (Wandering Thoughts) or CSpace, the wiki thing it's part of.

Unfortunately you're using a browser version that my anti-crawler precautions consider suspicious, most often because it's too old (most often this applies to versions of Chrome).

Unfortunately, as of early 2025 there's a plague of high volume crawlers (apparently in part to gather data for LLM training) that use a variety of old browser user agents, especially Chrome user agents.

If this is in error and you're using a current version of your browser of choice, you can contact me at my current place at t…

Also known as the “Double Slip Knot” , this is a secure shoelace knot with a simple, symmetrical method of tying.

This is a shoelace knot that won't come undone on its own!

Step 3:Cross the right (blue) loop over the left (yellow) loop so that the blue loop sits in front and is now the left loop.

Up to this point, the knot is exactly the same as the Two Loop Shoelace Knot.

Step 5:Unlike the “Two Loop Shoelace Knot”, begin to wrap the left (blue) loop around the back.

Gaussian Point SplattingJoris Rijsdijk, Christoph Peters, Michael Weinnman, Ricardo Marroquim.

Official versionAbstractWe propose Gaussian point splatting, a stochastic method to render Gaussian splats that scales extremely well to scenes with many Gaussians.

We successfully formalize and solve these problems, thus keeping our renders faithful to the original Gaussian splatting.

The only differences compared to the original Gaussian splatting are slight noise and differences in aliasing.

Keywords: novel view synthesis, gaussian splatting, large-scale scenes, GPU atomics, point rendering, parallelismImagesNotesThis work gets presented at SIGGRAPH 2026 on 20th of July.

Privacy first No ads, no tracking, no analytics.

Search personalization Tune results to you: exclude or boost domains.

True ownership and validation After 12 months as a paying customer, you get a copy of the source code.

Just search We're building a private search engine, not an ecosystem.

EU-based EU servers, EU storage, EU payment processing, EU search providers (Marginalia, Mojeek, EUSP, etc.

Several commentators publicly advocated increased British defence spending or expanded military engagement, despite simultaneously holding positions linked to industries that could benefit from such recommendations.

His parliamentary registered interests include a range of senior advisory, mentoring, and leadership roles across defence, security, intelligence, and space-related industries.

He also joined GLOBESEC’s Future Security Defence Council in February 2023.

USDD is a member of ADS; the UK trade association advancing leadership in aerospace, defence, security and space, to enable prosperity and growth.

The Telegraph stood out for its repeatedly having published commentary and opinion …

As the SpaceX IPO approaches, a few observations and predictions:I.

The SpaceX IPO, including the “shoe,” will raise only a maximum of about $85 billion.

If you assume SpaceX raises $85 billion in the IPO, and uses $20 billion to retire debt, that leaves a $170 billion shortfall.

It Might All Fall DownThe SpaceX IPO could fail spectacularly at the outset or, indeed, even be postponed or cancelled.

The SpaceX IPO is a huge trap for those regular people.

Comments

I built a vulnerable app and spent $1,500 seeing if LLMs could hack itAs a part of my work I do security research for various apps and websites.

I am not including test runs or failed runs in this post which is ~50% of the total cost.

Deepseek V4 Pro - 3/10:5 of the runs never touched Firebase, focused only on the API or app.

Similar to M2.7: Started on the right path, gave up on Firebase after the first error and tried API approaches using the Firebase credentials.

If you want to test your own models unzip the test app and give the markdown file to your agent.

The Trump administration is moving to dismantle an ocean observation system consisting of more than 900 instruments in the Pacific and Atlantic oceans.

Data supplied by the system has been used to study key Atlantic currents that increasingly appear in danger of collapse as the climate warms.

The system, which began operating in 2016, was designed to run for at least 25 years.

That includes data on the Atlantic Meridional Overturning Circulation, or AMOC, a system of ocean currents that delivers warmth to northern Europe and shapes climate globally.

Scientists are increasingly concerned the AMOC may be nearing a “tipping point,” after which it shuts down.

Comments

We recently built Claude Code auto mode, which automates safer approvals in order to reduce this approval fatigue.

Over the past two years, we’ve shipped three primary agentic products: claude.ai, Claude Code, and Claude Cowork.

Patterns for containing agentsFocusing on the environment layer, we describe three isolation patterns and how they’re tailored for each Claude platform—claude.ai, Claude Code, and Cowork.

Given this, Claude Code launched with the simplest possible defense: allow reads, require approval for write, bash, and network access.

In Claude Code and Claude Cowork, tool calls route through proxies that enforce network and file policy and can inspect return values before they …

Comments

Close Get email notifications on {{subject}} daily!

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That got me thinking, why would we use DNS for infrastructure services?

Regarding internal IT infrastructure (cloud or 'onprem'), the network may be considered as a secure environment.

And we assume that internal infrastructure supports DNSSEC.

Evaluation and closing wordsIn the end, everything is a tradeoff, where people must balance benefits and drawbacks against the context of their infrastructure, their particular risk appetite and even organisational structure and culture.

That said, I think it's reasonable to explore if DNS can be avoided altogether within the IT infrastructure to increase reliability and robustness.

Gaussian Point SplattingJoris Rijsdijk, Christoph Peters, Michael Weinnman, Ricardo Marroquim.

Official versionAbstractWe propose Gaussian point splatting, a stochastic method to render Gaussian splats that scales extremely well to scenes with many Gaussians.

We successfully formalize and solve these problems, thus keeping our renders faithful to the original Gaussian splatting.

The only differences compared to the original Gaussian splatting are slight noise and differences in aliasing.

Keywords: novel view synthesis, gaussian splatting, large-scale scenes, GPU atomics, point rendering, parallelismImagesNotesThis work gets presented at SIGGRAPH 2026 on 20th of July.

This post is a little side-quest from my “Kafka Share Groups and Parallelizing Consumption” series.

My “Kafka Share Groups and Parallelizing Consumption” series (part 1, part 2) has been laser focused on how different configurations and behaviors affect parallel consumption in share groups (Queues for Kafka).

So far I’ve shown that you most definitely can hold share groups wrong.

But it’s worth asking the question: is parallelizing consumption what share groups are for?

This split of where the unit of parallelism is accounted for, broker-side vs client-side, exists across all messaging systems.

We are starting to see real, non-imaginary, discontinuous leaps in capabilities from teams that lean in hard to working with AI.

There is no natural feedback loop connecting enthusiasts with skepticsThe wins are real, the costs are real.

But when those claims seem to get bigger and blowsier and less tethered to reality, the skeptics react with escalating cynicism.

If you want to know what engineering teams founded pre-AI can expect to achieve by embracing AI, there you go.

Being late to AI and grinding your team down into a pulp are two especially grim risks we must steer between.

Editing audio was like traveling back in time twenty years: no track changes, no comments, and no multiplayer editing.

This is the model used by many video editing tools as well as audio tools that focus on spoken word, like Hindenburg.

But it provides the first step and suggests that further playing with the idea of an automated layout model might be useful.

Rotating the timeline editing tools 90º lets the overview, waveform, and transcript view all move in the same alignment and scroll together.

Conclusion and what’s nextTaken together, the more powerful audio layout model and the new UI navigation make it much faster for us to produce podcast episodes from raw recordings.

The DMAcpuThe DMA machine is a fetch-execute cpu where the fetch function is done by one DMA channel, which loads DMA control block images from RAM into another (execute) DMA channel.

The control block array is just an array of ints that are read by DMA0 in sets of four.

The fetch/execute architecture is separated from the DMA program definition to make it easier to modify for new DMA progams.

Five DMA blocks to compute branch:-- move print_strobe to low byte of source address field (offset array) of next DMA block.

Careful consideration of the contents of the DMA control block suggests that the last two words are not needed for this machine (unless you try to use transport-triggered compar…

Does anyone still use them?

Now that agentic programming software are available.

Working in the open seeks to peel back the layers of organisational fluff that hide and obscure the work that’s being done.

The guidelines for working in the open are different, and that means the language is different too: make things open, it makes things better.

The thing is, both comms and working in the open can coexist, within the same organisation or even in the same team.

The open working handbookIt doesn’t help that I titled my book “The agile comms handbook”.

In hindsight, I should have called it “The open working handbook”.

Comments

If the source type cannot match the target type at all, you'll get a type error when regular type checking runs.

Type parameter constraints ( in type, class or function type parameter list).

A extends { x: number } distributes, [A] extends [{x: number}] does not).

Type Variable Inference with Type Variables in Source TypesWhen inference is done in a generic context where type variables appear in the source type, one complication is introduced: type conditionals cannot be evaluated.

Type variable inference is always local, but locally in a generic function, type variables are uninstantiated, hence why evaluating conditionals is not possible.

Comments

Lily Mae Lazarus / Fortune:

Honeycomb, which offers an AI-powered insurance platform for multi-unit residential properties, raised $40M led by Zeev, bringing its total funding to $95M — Itai Ben-Zaken might be one of the only insurance tech founders who doesn't need investors' money—but he'll still take it.

John Kruzel / Reuters:

SCOTUS sides with the FCC in its clash with wireless carriers, upholding the agency's in-house system for levying fines for regulatory violations — The U.S. Supreme Court backed the Federal Communications Commission's system for levying fines, ruling on Thursday against wireless carriers AT&T …

Emily Nicolle / Bloomberg:

Robinhood plans to route some 2026 soccer World Cup bets to Rothera, shifting away from Kalshi as it seeks to diversify its prediction markets providers — Robinhood Markets Inc. is kickstarting a shift away from its longstanding prediction markets partner Kalshi Inc., using the World Cup to road test its own infrastructure.

Financial Times:

Public First: 26% of Americans support increased data center construction, the lowest share among 15 large countries, such as Brazil, Japan, the UK, and Canada — Americans are far more likely to oppose the construction of AI data centres than citizens of other big economies …

Dina Bass / Bloomberg:

Robotics startup Generalist, which released its GEN-1 model to complete short physical tasks in April, raised $400M led by Radical Ventures at a $2B valuation — The company raised $400 million in a funding round led by Radical Ventures — Generalist AI, a robotics startup …

Mike Butcher / Pathfounders:

London- and NY-based Airspeed, which aims to use AI agents to replace sales software like traditional CRM dashboards, raised a $20M Series A led by DN Capital — Airspeed, the London and New York-based agentic AI startup formerly known as Glyphic, has raised a $20 million Series A to build what it calls the …

Ben Thompson / Stratechery:

Q&A with Satya Nadella on Microsoft's competitive position, MAI models, OpenAI, the software business, GitHub Copilot, Project Solara, data centers, and more — An interview with Microsoft CEO Satya Nadella about figuring out Microsoft's role in AI, the relationship with OpenAI, Capex …

Emily Birnbaum / Bloomberg:

Sam Altman says he has no plans to put money into the 2026 US midterms; OpenAI is seeking to distance itself from Greg Brockman-backed Leading the Future PAC — OpenAI Chief Executive Officer Sam Altman says he has no plans to make any financial contributions toward this year's US elections …

Aisha S Gani / Bloomberg:

Revolut co-founder and CTO Vlad Yatsenko plans to step down in July, replaced by executive Donato Lucia; Yatsenko joined as Revolut's first employee — Revolut Ltd.'s chief technology officer, Vlad Yatsenko, and Chief Executive Officer Nik Storonsky's early partner, is stepping down from his position at the digital bank in July.

Steven Levy / Wired:

Flourish, which is building Cortex AI, a brain-like synthetic intelligence system that uses less power than LLMs, raised $500M, including $100M from Jeff Bezos — With $500 million in funding and a reported $2.5 billion valuation, Flourish wants to reinvent AI by putting real neurons under the microscope.

Julia Fanzeres / Bloomberg:

Challenger: US tech companies announced cuts to 38,242 jobs in May, the most since August 2024, taking 2026's total so far to 123,653 cuts, up 65% YoY — US technology companies in May announced the most job cuts in nearly two years as they ramp up spending on artificial intelligence.

Robert Hart / The Verge:

Amazon unveils its next-gen Proteus warehouse robot, adding AI-powered language capabilities to let workers assign tasks, rolling out in Europe in H1 2027 — The company insists its robot investments are designed to support, not replace, warehouse workers.

Bloomberg:

Corporate spending management platform Ramp raised $750M at a $44B valuation led by Iconiq, Singapore's GIC, and the OTPP, taking its total funding to $3B — Ramp, a corporate spending management platform, has raised $750 million in a new funding round at a $44 billion valuation …

Sarah White / Financial Times:

France secured €110B+ of proposed AI and data center investments this week, amounting to ~10 GW of new computing capacity, equivalent to ~10 nuclear reactors — Investors warn approvals and local opposition could slow France's massive data centre build-out

Wen-Yee Lee / Reuters:

Foxconn says it will work with Intel to jointly develop and deploy next-gen AI infrastructure, including server racks with Intel Xeon processors and AI chips — Foxconn (2317.TW) said on Thursday it will work with U.S. chipmaker Intel (INTC.O) to jointly develop and deploy next-generation AI infrastructure …

Debby Wu / Bloomberg:

TSMC CEO C.C. Wei says the company won't be able to fulfill demand led by US customers even as more capacity comes online in the US over the next few years — Taiwan Semiconductor Manufacturing Co.'s global chip supply will fall short of AI-fueled demand for years to come …

Ted Chiang / The Atlantic:

A look at debates over AI consciousness; LLM conversations are cleverly disguised examples of sentence continuation, without denying how impressive LLMs can be — Anthropic is regarded as a giant among AI companies, but perhaps what it really excels in is anthropomorphism.

Daniel Nishball / SemiAnalysis:

A deep dive into the case for data centers in space, as SpaceX prepares to go public: Elon Musk's claims, the wider debate, power supply issues, costs, and more — Space DC Total Cost of Ownership Explained. Unpacking constraints from Terrestrial DCs and Chip Production.

Stephanie Findlay / Financial Times:

SpaceX wins a property tax exemption for its planned $55B Terafab chip facility in Texas, despite Texans threatening legal action, amid local opposition to AI — Elon Musk's Terafab plant sparks fierce opposition and threat of legal action from residents of Texas county

Bloomberg:

CoinGecko: Hyperliquid-linked HYPE token is up ~180% YTD, lifting its market value above $16B and pushing it into the top 10 digital assets by market cap — As billions of dollars leave Bitcoin and Ether funds, money is flowing into a corner of crypto that promises something investors …

Iris Deng / South China Morning Post:

Alibaba says it is opening Qwen to third-party AI agents, starting with KFC, Mixue, and others, and Qwen's app serves 100M+ daily lifestyle services engagements — In its latest bid to dominate China's next-generation digital gateway, Alibaba Group Holding is opening its Qwen AI assistant to major brands …

pip install torch torchaudio pip install funasrfrom funasr import AutoModel model = AutoModel ( model = "iic/SenseVoiceSmall" , vad_model = "fsmn-vad" , spk_model = "cam++" , device = "cuda" ) result = model .

Install PyTorch + torchaudio first (pytorch.org), then pip install funasr .

generate ( input = "meeting.wav" , hotword = "关键词 20" ) # 31 languages with timestamps model = AutoModel ( model = "FunAudioLLM/Fun-ASR-Nano-2512" , hub = "hf" , trust_remote_code = True , vad_model = "fsmn-vad" , vad_kwargs = { "max_single_segment_time" : 30000 }, device = "cuda" ) result = model .

generate ( input = "audio.wav" , batch_size = 1 ) # Streaming real-time model = AutoModel ( model = "paraformer-…

#1 on LongMemEval, LoCoMo, and ConvoMem — the three major benchmarks for AI memory.

🔍 Hybrid Search RAG + Memory in a single query.

→ Jump to User setup 🔧 I'm building AI products Add memory, RAG, user profiles, and connectors to your agents and apps with a single API.

Installnpm install supermemory # or: pip install supermemoryQuickstartimport Supermemory from "supermemory" ; const client = new Supermemory ( ) ; // Store a conversation await client .

, } ) ; // profile.static → ["Loves TypeScript", "Prefers functional patterns"] // profile.dynamic → ["Working on API integration"] // searchResults → Relevant memories ranked by similarityfrom supermemory import Supermemory client = Supermemo…

60–95% fewer tokens · library · proxy · MCP · 6 algorithms · local-first · reversibleDocs · Install · Proof · Agents · Discord · llms.txtAI agents / LLMs: read /llms.txt here, or fetch the live index / full docs blob.

Headroom compresses everything your AI agent reads — tool outputs, logs, RAG chunks, files, and conversation history — before it reaches the LLM.

→ Architecture · CCR reversible compression · Kompress-base model cardGranular extras: [proxy] , [mcp] , [ml] , [agno] , [langchain] , [evals] .

Requires Python 3.10+.

Great fit if you…Skip it if you…Granular extras: [proxy] , [mcp] , [ml] (Kompress-base), [agno] , [langchain] , [evals] .

InstallClaude Code/plugin marketplace add EveryInc/compound-engineering-plugin /plugin install compound-engineeringCursorIn Cursor Agent chat, install from the plugin marketplace:/add-plugin compound-engineeringOr search for "compound engineering" in the plugin marketplace.

Register the marketplace with Codex: codex plugin marketplace add EveryInc/compound-engineering-plugin Install the Compound Engineering agents (Codex's plugin spec does not register custom agents yet): bunx @every-env/compound-plugin install compound-engineering --to codex Install the plugin through Codex's TUI: launch codex , run /plugins , find the Compound Engineering marketplace, select the compound-engineering plugi…

iii is the easiest way to compose, extend, and observe every service in your stack in real time.

iii worker add queue iii worker add agent iii worker add sandbox iii worker add < anything >Each worker joins the live catalog.

What ChangesBefore iii:New observability tool: uncountable integrationsNew agent harness: separate retry config, separate traces, separate timeoutsNew queue: vendor evaluation, procurement, and weeks of integrationAfter iii:iii worker add observabilityiii worker add queueDone.

Extending iii is iii worker add .

ConsoleThe iii-console is a developer and operations console for inspecting workers, functions, triggers, queues, traces, logs, and real-time state.

Follow this link to the old codeLiteParse is a standalone OSS PDF parsing tool focused exclusively on fast and light parsing.

It provides high-quality spatial text parsing with bounding boxes, without proprietary LLM features or cloud dependencies.

For complex documents (dense tables, multi-column layouts, charts, handwritten text, or scanned PDFs), you'll get significantly better results with LlamaParse, our cloud-based document parser built for production document pipelines.

Parse Files# Basic parsing lit parse document.pdf # Parse with specific format lit parse document.pdf --format json -o output.json # Parse specific pages lit parse document.pdf --target-pages " 1-5,10,15-20 " # Parse …

herdrherdr.dev · install · quick start · supported agents · integrations · configuration · socket apiv.0.4.0.mp4agent multiplexer that lives in your terminal.

Named sessions are separate server namespaces: use herdr session attach work , herdr session stop work , and herdr session list when you want fully separate runtime state.

Run herdr server stop for the default session, or herdr session stop for a named session, then start Herdr again.

Official integrations make state reporting and native agent session restore more reliable, but Herdr still works as a terminal multiplexer without them.

install with:herdr integration install pi herdr integration install omp herdr integration install cl…

OverviewHarness leverages Claude Code's agent team system to decompose complex tasks into coordinated teams of specialized agents.

Harness generates team architectures (pipeline, fan-out/fan-in, expert pool, producer-reviewer, supervisor, hierarchical delegation) plus the skills agents use.

I need an agent team that can investigate any topic from multiple angles — web search, academic sources, community sentiment — then cross-validate findings and produce a comprehensive report.

affaan-m/ECC "Agent harness performance & workflow layer" (sits on top of existing harnesses) Different layer.

Built with HarnessHarness 100revfactory/harness-100 — 100 production-ready agent team harnesses across 1…

MarkItDown is a lightweight Python utility for converting various files to Markdown for use with LLMs and related text analysis pipelines.

Azure Content UnderstandingAzure Content Understanding provides higher-quality conversion with structured field extraction (YAML front matter), multi-modal support (documents, images, audio, video), and configurable analyzers.

convert ( "report.pdf" ) # documents → prebuilt-documentSearch result = md .

markdown )With a custom analyzer (for domain-specific field extraction):md = MarkItDown ( cu_endpoint = "" , cu_analyzer_id = "my-invoice-analyzer" , ) result = md .

text_content )Document Intelligence conversion in Python:from markitdown import MarkItDown…

Works across Codex, Claude Code, Cursor, OpenCode, Gemini, Zed, GitHub Copilot, and other AI agent harnesses.

# Add marketplace /plugin marketplace add https://github.com/affaan-m/ECC # Install plugin /plugin install ecc@eccNaming + Migration NoteECC now has three public identifiers, and they are not interchangeable:GitHub source repo: affaan-m/ECCClaude marketplace/plugin identifier: ecc@eccnpm package: ecc-universalThis is intentional.

Use /mcp for Claude Code runtime disables; Claude Code persists those choices in ~/.claude.json .

Feature ParityFeature Claude Code OpenCode Status Agents PASS: 63 agents PASS: 12 agents Claude Code leads Commands PASS: 79 commands PASS: 35 commands Claude …

Claude / OpenAI Chat / OpenAI Images / Codex Responses / Gemini API Proxy - CCXEnglish | 简体中文CCX is a high-performance AI API proxy and protocol translation gateway for Claude, OpenAI Chat, OpenAI Images, Codex Responses, and Gemini.

It also provides stable access to official overseas models, supports Claude Code, Codex, and API integrations, and offers enterprise-grade high concurrency, 24/7 technical support, and self-service invoicing.

Add ChannelSupports multiple upstream service types and flexible API key, model mapping, and request parameter configuration.

ArchitectureCCX exposes one backend entrypoint:Client -> backend :3000 -> |- / -> Web UI |- /api/* -> Admin API |- /v1/messages ->…

Heretic: Fully automatic censorship removal for language modelsHeretic is a tool that removes censorship (aka "safety alignment") from transformer-based language models without expensive post-training.

Using Heretic does not require an understanding of transformer internals.

Heretic supports most dense models, including many multimodal models, several different MoE architectures, and even some hybrid models like Qwen3.5.

: Either the index of a refusal direction, or the special value , indicating that each layer should be ablated using the refusal direction associated with that layer.

For non-integral values, the two nearest refusal direction vectors are linearly interpolated.

🌍 English | 日本語 | 简体中文 | 한국어Agent Governance ToolkitShip agents to production without losing sleep🚀 Quick Start · 📋 Specifications · 📦 PyPI · 📝 ChangelogImportant Public Preview -- production-quality, Microsoft-signed releases.

May have breaking changes before GA.Policy enforcement, identity, sandboxing, and SRE for autonomous AI agents.

The ProblemYour AI agents call tools, browse the web, query databases, and delegate to other agents.

Official SourcesThe only official sources for the Agent Governance Toolkit are:Resource Location Source code github.com/microsoft/agent-governance-toolkit Documentation microsoft.github.io/agent-governance-toolkit Python packages pypi.org/user/agentgovtoolki…

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Quality in the Age of SlopThis blog post is very long and almost entirely about the 1974 bestseller Zen and the Art of Motorcycle Maintenance by Robert M. Pirsig.

As good code?

Quality and how it relates to AI programming tools is what I want to get to, but first I need to explain what Pirsig means by "Quality."

The name "Quality" is a smudge; it conflates "quality" as in "high-value" with "quality" as in "characteristic" or "feature."

That it can't possibly lead to good code because there's no human excellence in it.

Ican’t​ remember the last time I used cash.

The first of these is how much money laundering takes place.

If it were an industry, money laundering would be the third biggest business in the world, behind commercial property and ahead of pensions.

‘I reckon the luxury watch trade is 80 per cent money laundering.

Money laundering is the thing that makes almost all crime possible, especially the crimes that states claim to be most concerned about: drugs and terrorism.

Earlier this year, the company released an 84-page document titled Claude’s “constitution,” Claude being the name of the large language model that is the company’s flagship product.

So, given that Claude is not conscious, what are we to make of Claude’s constitution?

Claude’s constitution serves a similar role for delineating the helpful-chatbot character that customers interact with when they’re using Anthropic’s products.

Two distinct but related philosophical concepts are relevant when discussing the status of a hypothetically conscious Claude, and those are moral patienthood and moral agency.

If we imagine Claude to be conscious, Anthropic could not possibly be entrusted with evaluating…

SkylightProject the aircraft passing overhead onto your ceiling, in real time — an X-ray through the roof.

ceiling-main.mp4Skylight decodes ADS-B from a cheap RTL-SDR radio and renders the planes physically flying over you onto a ceiling-pointed projector.

Live sky layer — sun, moon (with phase), bright stars + constellation lines, and satellites / ISS computed from TLEs.

server/ — polls the radio (primary) and API (supplement), enriches aircraft, proxies TLEs, persists config, and pushes everything over a WebSocket.

— polls the radio (primary) and API (supplement), enriches aircraft, proxies TLEs, persists config, and pushes everything over a WebSocket.

A walking tour of surveillance infrastructure in SeattleNote: this guide is a work in progress and may change at any time!

These three kinds of ALPRs have different data retention periods; police ALPR data can be stored for up to 90 days, whereas other ALPR data is (supposedly) deleted immediately.

In Seattle, the Seattle Department of Transportation has at least 99 stationary ALPRs deployed, and the Seattle Police Department has 19 vehicles with mounted ALPRs.

DiscussionThe location of this fusion center represents a focal point of infrastructure and power.

We see this in Camden, where a new “reformed” Camden County Police opened a fusion center, the Real Time Tactical Operations Intellige…

InstallInstall Coreutils for Windows with WinGet:winget install Microsoft.CoreutilsOr grab the latest build from our Release Page.

Whether the Coreutils version runs depends on the shell, the PATH order, and (for PowerShell) the alias table.

PowerShell Command ParsingThe installer integrates itself with interactive PowerShell sessions via PSReadLine .

Intentionally droppedCommands that exist upstream but aren't shipped here because they rely on POSIX-only concepts, would break existing Windows scripts, or simply aren't useful on Windows.

dircolors , shred , sync , uname : Not particularly useful on Windows.

Skills are reusable capabilities for AI agents.

Install them with a single command to enhance your agents with access to procedural knowledge.

Recent artificial intelligence technologies, including symbolic and neural methods for the generation and formalization of mathematics, may already have initiated a significant chapter in this long history.

Mathematicians have a choice about whether and how to adopt artificial intelligence in the conduct of their research.

Although we adopt the perspective of mathematical research, much of what we write applies equally to other aspects of mathematics.

These principles ground the merit-based standards to which we aspire in mathematical research.

These characteristics of mathematics as a subject matter are also compatible with understanding mathematics as a human practice, and its place in th…

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The moderators of the biohacking subreddit say that peptide and hormone replacement therapy companies have been surreptitiously spamming Reddit in an attempt to get their posts scraped by AI chatbots.

The strategy is an effort to systematically manipulate the answers provided by chatbots by manipulating the underlying source material that those chatbots will scrape—in this case, a popular Reddit community.

In a post last week , the moder…

Spaces introduced virtual desktops to macOS and allowed you to arrange them in a customisable grid.

To allow this app to capture global keyboard shortcuts and navigate spaces it needs the macOS “Accessibility” permission.

Easy to navigate and rearrange grid of spacesFast/Stable with no slowdownsDisplay specific settings (grid size, hotkeys etc…)But some things remain.

This was a feature of the original macOS spaces but perhaps wouldn’t even be useful for me anymore.

macOS nativeAll this said, I would be very happy if next macOS they announced grid based spaces returning.

My father, who died in 1981, was an inexhaustible font of wisdom and wit.

I don’t know when he told me this particular three-part rule, but I’ve never forgotten it.

There are three ways to make a living:1) Lie to people who want to be lied to, and you’ll get rich.

2) Tell the truth to those who want the truth, and you’ll make a living.

3) Tell the truth to those who want to be lied to, and you’ll go broke.

Janet is distributableIt’s easy to compile Janet programs into native executables that statically link the Janet runtime.

The way that Janet pulls this off is very elegant: Janet compiles itself to bytecode, and then writes that bytecode into a .c file that also starts up the Janet runtime.

This includes the full Janet runtime, garbage collector, and even the bytecode compiler – so you can write programs that evaluate Janet code at runtime, if you want to.

Embedding Janet is very easy: the Janet runtime is a small C library, and all you have to do is link it in and then call regular C functions to manipulate Janet values.

If you know how to read Janet, you can read all Janet programs.

Within the metaverse, you’re going to be able to hang out, play games with friends, work, create, and more.

Our goal is to help the metaverse reach a billion people and hundreds of billions of dollars of digital commerce this decade.

In April 2020, Washington Post reporter Gene Park proclaimed the “next version of the Internet is often described as the Metaverse”, going on to confidently explain how it would be built.

Fever DreamOfficially, Meta is still all-in on the concept around which it pivoted the entire company in 2021.

Olson, in his video, wryly notes that, in the eyes of its promoters, “the metaverse cannot fail; you can only fail to make the metaverse”.

jun 02, 2026🔗 CSS-native parallax effectParallax effects have a long history, and while there are countless ways and libraries to achieve them, a new CSS-native way was recently made possible with CSS Scroll-driven animation timelines.

Here is the full code for the class:.parallax { view-timeline-name: --parallax-tl; view-timeline-axis: block ; overflow: hidden ; & > * { scale: calc ( 1 + var ( --parallax-offset , 20 ) * 2 / 100 ); animation: parallax auto linear both ; animation-timeline: --parallax-tl; animation-range: cover ; will-change: translate; } } @keyframes parallax { from { translate: 0 calc ( var ( --parallax-offset , 20 ) * -1 % ); } to { translate: 0 calc ( var ( --parallax-of…

This is a virtual museum of operating systems (and standalone applications) running under emulation, implemented as a Linux VM for QEMU, VirtualBox, or UTM.

The catalogue covers, among many other things:The earliest mainframes : Manchester Baby test/demo programs, Mark 1 Scheme A/B/C/T (the earliest examples of system software that could be considered as an OS), various EDSAC software, etc.

: Manchester Baby test/demo programs, Mark 1 Scheme A/B/C/T (the earliest examples of system software that could be considered as an OS), various EDSAC software, etc.

: PalmOS, EPOC/Symbian, Windows CE, Newton OS, early Android and iOS where emulation permits, QNX, etc.

OS installations have been sourced…

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

Tailscale – Adam loves Tailscale!

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

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

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

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

Tailscale – Adam loves Tailscale!

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

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

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

Changelog News!

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

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

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

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

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

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

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

Changelog News!

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

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

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Changelog News!

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

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

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

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

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

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

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

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

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

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

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

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

Changelog News!

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

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

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

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

Changelog News!

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

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

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

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

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

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

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

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

Check out the speedrun to get started in minutes.

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.

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

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

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

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

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

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

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

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

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

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

ZDNET's key takeawaysUsers make several common mistakes with Android Auto.

Android Auto can make your drive less boring, more efficient, and even safer, but only if you're using it the right way.

Also: 4 Android Auto developer settings that make driving so much easier - how to enable themChances are, you're making at least one of these mistakes without realizing it.

Not only could you be missing out on the software's full capability, but you might also be causing issues that make Android Auto unusable.

Also: I switched to MyRadar as my main Android Auto weather app and don't regret itMake sure you're using Android Auto with a data transfer cable from a reputable brand -- Anker is a good bet…

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

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

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

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

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

Ramp has nearly tripled its valuation over the past year as investors scramble to grab a part of the fast-growing startup.

The California startup released the fourth-generation of its home assistance robot, Stretch.

The advisory warns that Chinese spies are using public job search platforms to recruit people with access to non-public information.

Apple's App Store generated $1.4 trillion in sales, up from $1.3 trillion last year, with $149 billion in sales for digital goods.

The Ring 5, which Oura describes as the world’s smallest smart ring, is 40% smaller than its predecessor and starts at $399.

The legendary abandons its more than 20 year tradition of keeping its funds to about $425 million.

The Bengaluru startup has crossed 1 million orders and reached a $50 million annualized GMV run rate within a year of launch.

Lovable and Google signed an expanded multi-year deal athat involves a 5x expansion of Lovable's footprint on Google Cloud, and expanded access to Anthropic Claude.

NASA has officially ended the MAVEN mission after the Mars orbiter stopped responding in December, apparently after an unexpected spin drained its batteries and knocked out communications. Launched in 2013 and orbiting Mars since 2014, MAVEN spent more than a decade studying how the planet lost its atmosphere and helped explain how Mars transformed from a potentially habitable world into the cold, dry planet seen today. The New York Times reports: The NASA spacecraft MAVEN, short for Mars Atmosphere and Volatile Evolution, had been orbiting around the Red Planet since 2014. NASA last received a signal from MAVEN on Dec. 6, shortly before the spacecraft passed behind Mars. Then the spacecraf…

Amazon has reportedly killed its planned new Stargate series despite giving it a series order in 2025. According to Variety, studio executives were worried it would only appeal to longtime fans. ScreenRant reports: Reports of what became Gero's Stargate series started in 2022, after Amazon acquired MGM Studios. Dean Devlin, who co-wrote the 1994 Stargate movie with Emmerich, was another executive producer for the Amazon show, as were Joby Harold and Tory Tunnell via Safehouse Pictures. The project also had Brad Wright and Joe Mallozzi as consulting producers, with both having had extensive history working within the Stargate franchise. On X, Michael Shanks, who played Daniel Jackson in Star…

An anonymous reader quotes a report from 404 Media: The secondary market for decades old, low-tech John Deere tractors has been booming for years as farmers have sought reliable tractors that they can actually fix without having to deal with John Deere's repair monopoly. A Canadian company has seen that demand and came up with a radical thought: What if they made a new, repairable, "no-tech" tractor to solve what has become a gigantic pain point for farmers? Alberta's Ursa Ag says that it has been inundated with demand after announcing its tractor, which costs roughly half as much as a Deere and has the benefit of not being a repair nightmare. [...] Ursa Ag markets its tractors as "no frill…

BrianFagioli writes: Fedora Linux 43 users upgrading to the latest Dovecot mail server discovered something rather unsettling: some older Microsoft Outlook configurations may have been silently ignoring SSL/TLS settings for POP3 email connections for years. According to a Fedora community blog post, affected Outlook clients reportedly continued using insecure port 110 connections even when encryption was enabled in the application settings. The issue surfaced after Dovecot 2.4 disabled plaintext authentication on non secure connections by default, causing Outlook users to suddenly lose mailbox access after the Fedora 43 upgrade. The report suggests the behavior may date back as far as Outlo…

Ancient Slashdot reader whitroth shares a report from Politico, with the caption: "shutting down Microsoft Office for the International Criminal Court (ICC) was clearly a wake-up call." From the report: The EU is moving to counter American dominance in technology by reaching for one of the oldest tools in its arsenal: industrial strategy. As the European Commission unveiled a plan Wednesday to reduce Europe's reliance on the foreign technology providers that underpin the modern economy, it was careful to stress that it was not picking a fight with U.S. digital giants. Instead, the tech sovereignty package -- motivated in no small part by U.S. President Donald Trump's weaponization of Europe…

According to supply chain analyst Ming-Chi Kuo, Apple has reportedly doubled 2026 MacBook Neo production from 5 million to 10 million units after stronger-than-expected demand for its $599 budget laptop. MacRumors reports: On an earnings call in late April, Apple's CEO Tim Cook said that customer response to the MacBook Neo was "off the charts," and the popularity of the laptop has reportedly led the company to significantly boost production. [...] Apple was very optimistic about the MacBook Neo before announcing it, but the company still "undercalled" the level of enthusiasm that the laptop would generate, according to Cook. He said that MacBook Neo demand exceeded Apple's expectations and…

Google has launched Gemma 4 12B, a 12-billion-parameter open AI model designed to run locally on your laptop without depending entirely on cloud infrastructure. WION reports: According to Google, the new model delivers performance close to much larger AI systems while requiring significantly less memory. The company says Gemma 4 12B can run locally on devices equipped with just 16GB of VRAM, making advanced AI more accessible to developers, researchers and businesses. The launch highlights a growing trend across the AI industry: bringing powerful AI models directly to personal computers instead of relying solely on remote data centers. Gemma is Google's family of open AI models built using …

Google has released (PDF) technical specs and 2D CAD drawings for the Fitbit Air to encourage users to make their own accessories. "These CAD drawings include crucial mating dimensions, tolerances, and mating force specifications -- including attach and detach force -- to help you build a high-quality accessory band," Google says on a store page listing. 9to5Google reports: Noting how the "community has already come up with innovative and creative new ideas to make the Fitbit Air [their] own" since launch last month, Google is "officially releasing the hardware specifications and accessory design guidelines for the Fitbit Air tracker to the public." For example, owners have already found th…

An anonymous reader quotes a report from Ars Technica: Microsoft's Build developer conference kicked off today, and as with almost everything the company has done in the last few years, Microsoft's opening keynote focused overwhelmingly on AI and other closely related technologies. [...] On the hardware front, we didn't get any updates for existing Surface devices (not counting yesterday's Surface Laptop Ultra announcement), but we did get something new: the Surface RTX Spark Dev Box is "a compact developer PC" built around Nvidia's new RTX Spark chip with up to 128GB of built-in memory. The Dev Box looks a little like a cartoon anvil or piano fell onto an Xbox Series X and flattened it. It…

Meta is scaling back parts of its employee tracking initiative after staff objected to software that collected mouse movements, clicks, keystrokes, and other actions for AI training data. According to Reuters, the company will now let workers pause collection for up to 30 minutes and request exemptions. Reuters reports: [Stephane Kasriel, a vice president in Meta's AI model-building Superintelligence Labs unit] said the team behind the software had also introduced "several optimizations" to reduce its impact on computer battery life, after employees complained it was consuming so much data it was causing their home internet usage to spike. "While we remain confident in the privacy protectio…

There isn't a financial model that justifies the SpaceX IPO, but data centers in space are plausible, and that might be enough.

Last week was PyCon US in Long Beach California. As always, it was a

jam-packed intense time. I’ll try to report on my experience. The videos aren’t

uploaded yet, but I’ll link to them later when they are.This recap is longer than I’ve done in the past. I don’t know why, it’s just

how it came out. I want to convey a sense of what I get out of PyCon and what

you can get out of PyCon.ThursdayOpening receptionI came with five of my colleagues from Netflix. I got to the Thursday night

reception with Anika (first PyCon) and Josey (first PyCon with me). They said,

“we’re going to count how many people Ned says hi to!” They were at 16 after

five minutes and gave up. I don’t blame them. The recepti…

Я сгенерировал одну и ту же задачу 33 разными агентами/моделями, и показываю вам 130 итоговых картинок. Разница в стоимости между самым дорогим и дешевым вариантами — 410 раз.

У этого поста есть еще версия на английском: mikeozornin.ru/blog/all/llm-and-ui-design-en

Иногда коллеги, часто не дизайнеры, после анонсов всяких Клод-дизайнов, спрашивают каково оно. Как оно дизайнит, что это вообще. Насколько хороший дизайн можно ожидать, можно ли взять дизайн-систему и как потом довести до продакшена. Возможно, они хотят услышать, что нейросети заменят не только их, разработчиков, но и дизайнеров тоже, — тогда мы вместе выпиливать столы, жарить кофе или работать курьерами.

Я решил проверить, как д…

Agentic inference is going to be different than the inference we use today, and it will change compute infrastructure because speed won't matter when humans aren't involved.

Как привезти 40+ человек в Кейптаун, построить вместе лагерь в пустыне без связи, кайфануть на локальном Burning Man и не заебаться

Amazon looked behind in AI in the training era, but is well place in the inference era, thanks to its continued investment in the long-term.

I generated the same task with 33 different agents/models and I’m showing you 130 resulting images. The cost difference between the most expensive and the cheapest option is 410x.

There’s also an original Russian version of this post: mikeozornin.ru/blog/all/llm-and-ui-design

Sometimes colleagues, often non-designers, after announcements of various Claude-Design-type things, ask me what it’s like. How does it design, what is this thing in general. How good a design can you expect, can you take a design system, and how do you bring it to production afterwards. Maybe they want to hear that neural networks will replace not only them, the developers, but designers too — then we’ll go cut tables…

One of the hard parts of moving from school to “the real world” is adjusting

to all the ways that school is artificial. It’s different from the real

world.I’ve been thinking about this because of questions I see young learners

commonly asking. Too often the questions are meaningless in the real world, and

even if you could get answers, the answers would use useless.How long does it take to learn Python? In school, learning is divided

into discrete labelled chunks. A class called “Beginning Python” might last four

months. Everyone in the class will be taught the same things at the same pace.

The objectives are laid out by the teacher, and at the end you will get a

grade.Outside of school, le…

Tim Cook had an extraordinary run — and impeccable timing, both in terms of when he became CEO, and when he is stepping down.

Еще новинки самого лучшего в мире менеджера рецептов

Как вы помните (не помните, конечно), я делаю самый удобный и продвинутый менеджер рецептов — recipe-scaler.ru.

С момента прошлого поста прошла неделя. За это время я в фоне поделал еще пару классных штук. 1. Список покупок

Сейчас можно и список покупок вести в общей приложухе. Синхронизация, оффлайн — все будет работать как привычно. Можно пошарить ссылкой или текстом для месенджера. Можно весь рецепт отправить в покупки.

Ну не кайф ли? Плюс одно приложение внутри приложения. 2. Расширение для Хрома

Телеграм у некоторых не работает, чтобы можно было сохранить рецепт я сделал расширение. Жмакаете, и рецепт отправляет в приложение.

Recipe …

Does Aggregation Theory survive in a world of constrained compute? Yes, insomuch as controlling demand will give power over supply.

I wrote a Sphinx extension to eliminate excessive links:

linklint. It started as a linter to check and modify

.rst files, but it grew into a Sphinx extension that works without changing the

source files.It all started with a topic in the discussion forums: Should

not underline links, which argued that the underlining was distracting from

the text. Of course we did not remove underlines, they are important for

accessibility and for seeing that there are links at all.But I agreed that there were places in the docs that had too many links. In

particular, there are two kinds of link that are excessive:

Links within a section to the same section. These arise naturally when

describing a function …

Рассказываю о новинках самого лучшего в мире менеджера рецептов

Как вы помните (не помните, конечно), я делаю самый удобный и продвинутый менеджер рецептов — recipe-scaler.ru.

С момента прошлого поста прошло два месяца. За это время я в фоне поделал еще немного разных штук. 1. Раздел Discovery

Можно почитать чужие рецепты. Пока рецепты людей, но потом будут еще и коллекции, ищу где можно найти рецептов так, чтобы не нарушить сразу 100 миллионов авторских прав 2. Универсальный импорт

Импорт сильно прокачался. Сейчас можно импортировать что угодно: много рецептов за раз, много ссылок, рецепты из произвольного текста или файла произвольного формата. Можно даже импортировать рецепты из фотограф…

Рассуждаю, что важно учесть при разработке сложного софтверного продукта сейчас, чтобы он остался актуальным через год или два

Мир софта меняется и скоро поменяется совсем. Да, я про ИИ и ЛЛМ в частности. Многие компании не пережили прошлую мобильную революцию (вспомните про нокию). Я размышляю как нам пережить эту. Поэтому, я хочу поразмышлять, что значит «ии-нативные продукты».

Я говорю не про конкретные ии-фичи, не про пресловутого бота, который отвечает мимо и невпопад, а скорее про общее ощущение от продуктов. Я говорю про по сути набор нефункциональных требований, касающихся ИИ, которые могут быть применимы ко всем нашим продуктам. Как сделать продукт, который: будет актуальным в сред…

Apple has survived 50 years by being the only company integrating hardware and software; if the company loses because of AI it will be because the point of integration changes.

Я шарю скилл несколько раз, самое время кинуть в пост

Как делать дизайн с ЛЛМ, чтобы не было дефолтно и ИИшно: Не делать, делать руками

Кидать референсы

Дать скиллов Пост про опцию три. https://impeccable.style

Есть вот такой набор скиллов, в нем разные вещи, чтобы делать дизайн и верстку: Аудит того, что есть и критика

Есть работа с текстом

Есть работа с визуалкой На промостранице есть объяснения, начните с них.

Это не серебрянная пуля, по начать, например, можно с этого. https://developers.openai.com/blog/designing-delightful-frontends-with-gpt-5-4/

Скилл и объяснение от опенаи

Human.json is a new

idea for asserting that a site is authored by a person, and for vouching for

other sites’ authorship. I’ve added one to this site.It’s a fun idea, and I’ve joined in, but to be honest, I have some concerns.

When I made my human.json file, I looked through my browser history, and saw a

number of sites that were clearly personal sites that I liked. But if I list

one, am I claiming to know that there is no AI content on that site? I can’t

know that for sure.I haven’t let this stop me from adding my own

/human.json, and I’ll be interested to see what

comes of it.Human.json isn’t a new idea. There have been a number of attempts to add

structured data to web pages:

tags are a…

Agents are fundamentally changing the shape of demand for compute, both in terms of how they work and in terms of who will use them. They're so compelling that I no longer believe we're in a bubble.

Anthropic is in a standoff with the Department of War; while the company's concerns are legitimate, it position is intolerable and misaligned with reality.

Pytest’s parametrize is a great feature for writing tests without repeating

yourself needlessly. (If you haven’t seen it before, read

Starting with pytest’s parametrize first).

When the data gets complex, it can help to use functions to build the

data parameters.I’ve been working on a project

involving multi-line data, and the parameterized test data was getting

awkward to create and maintain. I created helper functions to make it nicer.

The actual project is a bit gnarly, so I’ll use a simpler example to

demonstrate.Here’s a function that takes a multi-line string and returns two numbers,

the lengths of the shortest and longest non-blank lines:def non_blanks(text: str) -> tuple[int, int]: …

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…

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Tired of paying $30–$50/month just to see a company's ratios or balance sheet from 10 years ago, so I built StockNest. Completely free, no account required with 120+ metrics https://stocknest.app/ Data comes straight from SEC EDGAR filings with reconciliation passes to keep the numbers accurate and consistent. What it includes: Compare : chart any combination of metrics across up to 5 tickers simultaneously. 120+ metrics across income statements, balance sheets, cash flows, valuations, and margins. TTM, quarterly, and annual. 2Y / 5Y / 10Y / All-time ranges. Share any comparison through a URL. Financials : full income statement, balance sheet, and cash flow statement side by side. Annual an…

Track One is a journal for the records you actually play (Letterboxd, but for vinyl). The old onboarding dumped new users on an empty feed — total ghost town — so I tore it down. Now it’s two screens: make an account, then “What’s spinning on your turntable right now?” You search a record, and logging it plays a little needle-drop animation before landing you on a feed that’s already alive. Curious whether the “what’s spinning right now” question lands or feels gimmicky. Site’s at trackone.fm — happy to hear what’s clunky. submitted by /u/3receiverset [link] [comments]

sharing this here as a builder, not a marketer. the problem we kept running into: every time an agent needed to understand video, we ended up hacking together ffmpeg, whisper, frame sampling, and hoping the context window did not blow up. we built videodb to solve this properly. it turns live or recorded video into structured, searchable context that agents can actually act on. temporal awareness, queryable, low latency. still early, but it is shipping. the hard lessons have mostly been around how to chunk video intelligently and how to balance retrieval accuracy with indexing cost. happy to answer any technical questions about the approach. small aside: we are in singapore for ai week and …

What it is: The Valuator — a free web app that compares bottled/canned beers by value, down to the pence per millilitre (and price per pint). You enter price + size, it ranks them and flags the best deal. Handles multipacks and different sizes, which the supermarket shelf labels do badly. The backstory: Years ago this was an iPhone app I made, then let lapse. I'm a hobbyist dev (I enjoy it, done a few Advent of Code challenges) but I'd never shipped a full polished web app. So I rebuilt it from scratch over a few evenings with Claude as a pair-programmer — and got way further than I would have solo. Stack / approach: Dead simple on purpose, a single static HTML/CSS/vanilla-JS file, no frame…

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

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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Airspeed, a London-based agent-native platform for GTM execution, today announced a €17.2 million ($20 million) Series A to scale its proprietary technology, hire new global talent, and expand its US presence. The round was led by DN Capital, with participation from Vi Partners, Framework Venture Partners, and Atlassian Ventures. Adam Liska, CEO and co-founder of […]

The post London’s Airspeed raises €17.2 million Series A to build AI-powered execution layer for revenue teams appeared first on EU-Startups.

In this episode of the EU-Startups podcast, we chatted with Frédéric Mazzella, founder of BlaBlaCar, as he reflects on the origins of the world’s leading carpooling platform and shares insights on the future of shared mobility, sustainability, and entrepreneurship in Europe. From a personal Christmas trip that sparked a global movement to redefining how we […]

The post The EU-Startups Podcast | Interview with Frédéric Mazzella, founder of BlaBlaCar appeared first on EU-Startups.

New Dawn Bio, a Wageningen-based DeepTech startup claiming to be developing the world’s first cultured wood, has closed its €2.1 million oversubscribed pre-seed funding round to advance product development and expand the interdisciplinary R&D team. The round was led by CapitalT, with participation from Norrsken Evolve, Ontdekkers Group and a group of prominent angel investors, […]

The post Dutch startup New Dawn Bio raises €2.1 million to grow wood from tree stem cells in bioreactors appeared first on EU-Startups.

Berlin-based Merantix Capital today announced the closing of its €103 million AI Fund, which will invest in early-stage, AI-native companies across logistics, manufacturing, energy, finance, healthcare, life sciences, robotics, enterprise and physical AI. The fund will make approximately 40 investements across European AI, with strategic LPs including Union Investment, Jungheinrich, KPMG Germany, the Robert Wood […]

The post German VC Merantix Capital closes €103 million fund for early-stage AI startups appeared first on EU-Startups.

Innovorder, a Paris-based scale-up specialising in the digitalisation of the restaurant industry, has raised €20 million in a funding round to accelerate its “AI-first” transformation. The round was led by UL Invest, the family office of tech entrepreneur Laurent Useldinger. This deal combines a capital increase and the buyout of shares from historical investors. Evolem, […]

The post Profitable French scale-up Innovorder raises €20 million to accelerate AI-first restaurant digitalisation appeared first on EU-Startups.

Semble, a London-based HealthTech startup helping outpatient providers coordinate care and manage the entire patient journey, has secured a €34.7 million (£30 million) Series C funding round. The round was led by European growth investor Revaia, with participation from a second new investor, Partech, alongside continued backing from existing investors Mercia Ventures and Octopus Ventures. […]

The post London’s Semble raises €34.7 million Series C to scale its healthcare management platform for outpatient providers appeared first on EU-Startups.

In the European tech ecosystem, we have a Series B problem, and it’s not new. We are excellent at launching startups with Seed funding, but many struggle to maintain the velocity required to become global leaders. There are many reasons for this, but from a PR perspective, the missing ingredient is often the architecture of […]

The post Why your funding announcement is not the PR win you think it is – and why speaking at events is appeared first on EU-Startups.

Wordsmith, an Edinburgh-based legal AI startup building the legal operations platform for in-house teams, today announced a €60.2 million ($70 million) Series B funding round, bringing the company’s total funding to €86 million ($100 million). The funding was secured from Highland Europe and Index Ventures, among others. The round comes alongside an expansion of Wordsmith’s […]

The post Edinburgh-based Wordsmith raises €60.2 million Series B to scale legal AI platform for in-house teams appeared first on EU-Startups.

Oxford Quantum Circuits (OQC), a UK-based company building quantum computers and a secure, scalable Quantum-AI data-centre platform for enterprise and government customers, has closed an oversubscribed €301 million (£260 million/$350 million) Series C funding round. OQC claims this to be Europe’s largest ever private funding round for a quantum computing company. The round was led […]

The post UK’s Oxford Quantum Circuits raises €301 million Series C to scale Quantum-AI data-centre platform appeared first on EU-Startups.

Spanish HRTech unicorn Factorial is today announcing the closing of a €129 million ($150 million) Series D funding round, propelling their valuation to €2.1 billion ($2.5 billion) and positioning them as one of the top 20 most valuable scale-ups in the EU. The round was led by General Catalyst, making its its first equity investment […]

The post Factorial raises €129 million, reaching €2.1 billion valuation to become on of Europe’s most valuable scale-ups appeared first on EU-Startups.

European startups are rethinking what happens to food once it leaves the traditional supply chain. What was once seen mainly as waste, from surplus groceries and restaurant stock to side-streams such as spent yeast, broccoli stems, and industrial by-products, is increasingly being turned into more affordable food options, alternative ingredients, animal feed, and even fertilisers. […]

The post Reinventing food waste: 10 European startups creating value from leftovers appeared first on EU-Startups.

Quobly, a Grenoble-based quantum computing company, today announced the closing of a €115 million Series A financing to accelerate the industrialisation of its silicon-based quantum computers and launch its first commercial product by the end of 2026. The round was led by Bpifrance, SEALSQ and STMicroelectronics, with participation from the European Innovation Council (EIC), Blast, […]

The post CEA-Leti and CNRS spin-off Quobly raises €115 million to industrialise silicon-based quantum computers appeared first on EU-Startups.

INXM, a Berlin-based startup developing an AI process execution engine for enterprise and Mittelstand operations, announced it has closed a €5.7 million pre-Seed funding round as it exits stealth mode. The round was led by Cherry Ventures and Redstone, with participation from Angel Invest and other business angels such as Linden Capital. With this funding, […]

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Zazume, a Barcelona-based PropTech startup that digitises the entire residential rental lifecycle, has closed an investment round worth €2.5 million to implement its growth strategy involving the acquisition of residential property management portfolios in provincial capitals. The round was led by the London-based VC firm Nordstar and Spanish venture GTV Capital, a Spanish family office […]

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AethexAI, a UK voice AI infrastructure company building for enterprises across emerging markets, today announced a $3 million pre-seed round led by 4DX Ventures and the launch of its platform.

Voice remains a primary channel for enterprise customer interaction across emerging markets, and while many companies have already experimented with voice AI, most solutions have failed to perform reliably in production.

AethexAI addresses this gap by rebuilding the voice stack from the ground up for these environments, enabling reliable, cost-effective deployment.

Founded by Mariama Diallo and Ayooluwa Odemuyiwa, AethexAI was built to make voice agents deployable at scale in emerging markets.

They le…

Mike McQuaid has a message for open source maintainers at profitable companies:"Stop asking permission to fix what your employer already depends on."

The maintainer behind the movementMcQuaid is the creator of OSS Resistance, a movement calling on engineers to contribute directly with their time because maintaining the open source infrastructure companies rely on ultimately serves those companies too.

His argument is simple: if a business depends on open source software, helping maintain it is not charity — it's work.

But while those programmes encouraged contribution, they still framed open source work as something employees needed permission to do.

If your business depends on open source …

European cleantech companies raised €3.1 billion in 2025, with investment activity concentrated around clean energy infrastructure, industrial decarbonisation, advanced materials, recycling technologies, carbon management, and electrification.

Debt financing played a significant role across the sector, accounting for a substantial share of total capital raised.

Equity funding remained strong, particularly for companies developing climate-focused software, advanced materials, circular economy solutions, and carbon removal technologies.

Together, these countries accounted for the majority of capital raised, although funding activity was distributed across a broad range of European markets, in…

From 8-12 June at Olympia and across London, London Tech Week brings together over 30,000 tech leaders, founders, and decision-makers from 130+ countries for one transformative week of discovery, connection, and strategic positioning.

Whether you're seeking European expansion partners, evaluating emerging technologies, or building your innovation pipeline, London Tech Week delivers the connections that matter.

London Tech Week offers something different: the opportunity to shape it.

Your Exclusive AccessAs a valued member of the Tech.eu community, you can access London Tech Week at an exclusive discounted rate.

This June, be where Europe's tech future is written.

New Dawn Bio, a deeptech startup developing what it describes as the world's first cultured wood, has closed a €2.1 million oversubscribed pre-seed funding round.

Its shaped-wood production process also reduces material waste and manufacturing costs by eliminating many conventional woodworking steps.

At the core of the company’s innovation is a new approach to wood production: cultivating living plant cells into wood structures rather than harvesting and processing trees.

By combining advances in cell biology, materials science, and engineering, New Dawn Bio is developing tunable wood materials while using AI to accelerate research and development.

New Dawn Bio brings together expertise fro…

Merantix Capital has announced the final close of its €103 million AI Fund, which will invest in early-stage AI-native companies across sectors including logistics, manufacturing, energy, finance, healthcare, life sciences, robotics, enterprise software, and physical AI.

The fund builds on Merantix Capital’s first fund, which focused on venture studio incubations and backed companies including revel8, Deltia, Vara, and Cambrium.

The new fund will allocate capital equally between venture studio companies developed with the Merantix team and direct investments in pre-seed and seed-stage AI startups across Europe.

The fund has already made investments in companies including Droidrun, which dev…

Kodesage, a startup developing an on-premise AI platform for legacy software modernisation, has raised $6.6 million in a seed funding round led by VentureFriends.

Founded in 2024 by Gergely Dombi, Miklos Szurdi and Gyorgy Szilagyi, Kodesage helps enterprises understand, document and modernise complex legacy software systems.

The platform is designed to analyse both modern and legacy technology stacks, including Oracle Forms, PL/SQL, COBOL, PowerBuilder and RPG.

This approach allows organisations to use AI-powered tooling while keeping source code, databases and business-critical information within their own infrastructure.

Software modernisation is rarely straightforward, particularly in re…

With space for three companies, the London Leap will allow Cambridge startups to be embedded within the dynamic London ecosystem, which attracts not only international capital, but has a reputation for continued unicorn creation.

Since 1995, the companies supported by Cambridge Enterprise have collectively raised over £4.9bn, making Cambridge a source of trusted commercial science-based innovation.

Notable spinouts from Cambridge Enterprise include BlueGnome, Centessa Pharmaceuticals, Gyroscope, Solexa, VocalIQ and Cytora.

Jim Glasheen, Cambridge Enterprise Chief Executive Officer said:“Companies cannot grow and scale in isolation.

Our partners can help our companies become a ‘local’ within…

The acquisition brings together two companies working to address the growing complexity of product catalogue management in e-commerce.

CommerceClarity has developed an AI-powered platform that helps retailers and brands structure, enrich and validate catalogue data across sales channels.

Cozzolino brings experience across e-commerce, retail and product development, having held product leadership roles at Shopify and Zalando.

At Katalogo.ai, he focused on developing solutions to the growing challenges of product catalogue management.

Joining forces creates an opportunity to accelerate product development and pursue a larger vision for the future of commerce,says Cozzolino.

Innovorder, a French restaurant technology company specialising in the digitalisation of restaurant operations, has raised €20 million in a funding round led by UL Invest, the family office of technology entrepreneur Laurent Useldinger.

Founded in 2014, Innovorder develops cloud-based software and digital solutions for restaurant operators across both commercial and contract catering.

In the European contract catering market, estimated at €22 billion and still largely reliant on legacy systems, Innovorder has established a strong presence as a cloud-native technology provider.

The funding comes as Innovorder continues to expand across the European restaurant technology market.

The new capit…

Semble is a UK-based healthcare technology company that provides a practice management and care coordination platform for outpatient healthcare providers.

Its software helps clinicians, medical practices, and healthcare organisations manage patient journeys, coordinate care, and streamline clinical and administrative workflows through a unified platform.

Semble also serves more than 1,700 healthcare organisations, including Nuffield Health, Welbeck, Midland Health, London Doctors Clinic, Modality, and ProblemShared.

According to the company, adoption has increased among private outpatient hospitals and healthcare groups seeking to consolidate multiple operational systems into a single platf…

Dubbed the “European Technological Sovereignty Package”, the proposals, unveiled by the European Commission, are aimed at strengthening the bloc’s capabilities in AI, semiconductors, cloud computing and open source tech.

Together, we must turn these strengths into technological sovereignty.”The issue of EU tech independence is a hot-button issue, as the bloc plays catch-up to the US and China.

The new proposals could inflame relations with the US, which views EU tech laws as protectionist measures which unfairly penalise US tech firms.

Matthew Hodgson, CEO of Element, said: “Europe has been moving towards digital sovereignty for some time, and today’s Tech Sovereignty package is another mil…

Apoha, a deeptech company pioneering what it calls Liquid State Intelligence emerges from stealth today with $36 million in funding.

For decades, scientists did not have enough evidence to answer the most fundamental questions of molecular science.

Apoha calls this layer Liquid State Intelligence: a new category of molecular science alongside sequence and structure.

In building the foundational data class of molecular behaviour, Apoha is rewriting how the world discovers and designs medicines, food and materials.

Turning molecular behaviour into readable dataApoha's first product is VIBE® — Variations in Inter-facial Behaviour Under Excitation — the empirical readout of how a molecule, mate…

Backed by Nvidia, CoreWeave, along with Nscale, is key to the UK government’s AI plans, pledging billions of pounds of investment in AI data centre capacity into the UK.

It is also partnering on a data centre in Lanarkshire, Scotland, with partner DataVita.

Ben Richardson, VP strategy, who heads up its international strategy, said: “The main reason that we took the approach we took in the UK is speed.

When you look at the AI market, speed is one of the greatest currencies, if not the greatest currency.

And the fastest way to do that on analysing the market in the UK is to sub-lease space inside of an existing facility.

Italian startup Vivilo (formerly known as Jubatus) has raised €628,000 in a pre-seed funding round to support the next phase of its growth.

The round attracted a group of Italian investors, including entrepreneurs, executives, engineers, lawyers and technology professionals.

The technology automatically generates personalised content (including photographs, video clips and short-form videos) which participants can purchase, download and share shortly after an event concludes.

The company works with both event organisers and content production partners, helping automate what has traditionally been a time-consuming post-event process.

The company said it is already profitable and aims to stre…

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

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

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

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

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

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

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

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

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

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

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

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

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