I’m starting a new build-in-public project: oomwoo, an open-source robot vacuum you build yourself.

Today I’m kicking off my most ambitious Maker’s Pet project yet: oomwoo, an open-source home robot vacuum that you can build yourself.

Open hardware, open firmware, open software — and built in public, from the first commit.

About the name: “oomwoo” is a rotational ambigram — it reads the same flipped 180°, just like the robot itself roaming your floor in every direction.

Follow alongI’ll be sharing progress, dead ends, and wins as they happen:Follow OOMWOO build Open-source robot vacuum community build updates SubscribeParts KitEverything about oomwoo stays open — you can source every part y…

Comprehensive review brings together global evidence to strengthen public trust and counter misinformation as mRNA vaccines expand to prevent and treat more diseases.

“This review affirms that mRNA vaccines are a safe and highly effective platform, supported by rigorous testing and real-world monitoring.

It provides an evidence-based foundation as this technology continues to expand into new areas of medicine.”Building trust through evidenceThe researchers emphasize that, like all vaccines, mRNA vaccines can have side effects.

While mRNA vaccines have proven highly effective, global uptake has been uneven, shaped in part by misinformation and historical public mistrust in health systems.

“m…

AI AIMeta is imposing centralized spending controls on employee AI usage after internal token consumption surged to levels that put the company on track for billions of dollars in costs during 2026, according to an internal memo first reported by The Information [1].

The memo, sent to approximately 6,000 employees, flagged an "exponential increase" in AI usage and warned that teams currently have limited visibility into their own consumption.

"Nobody should be using AI tools just for the sake of using them," Bosworth wrote.

"All motion is not progress and token usage alone is not a measure of impact of any kind" [1].

The internal consumption problem adds a new, less-discussed cost layer: th…

Building on the patterns established by , the element addresses the core challenges of requesting powerful capabilities.

Progressive enhancement and migration strategyFollowing the design pattern established by , the element is built to degrade gracefully.

Custom fallback patternProgrammatically detect support for the element in JavaScript:if ( 'HTMLUserMediaElement' in window ) { // Use modern element logic } else { // Fallback to legacy getUserMedia() API }Use this detection logic to add a standard button inside the element to trigger the legacy getUserMedia() API: Enable Camera and Mic // Function for handling video/audio streams: function handleStream ( event ) { /* ... */ } if…

Researchers also found that sedentary muscle contained about half as much of a key protein needed to convert sugar into usable energy.

When compared to the active group, sedentary men showed significant cellular deficits:Mitochondrial Efficiency: Dropped by 28% to 36% across several categories.

Study: Sedentary lifestyle likely sets stage for diseaseSan Millan said this represents a fundamental shift in cellular identity.

When you stop moving, you lose that cellular identity of being healthy, and your body begins moving toward disease,” San Millan said.

“This cellular decline is something we can actually test for in a non-invasive way, through cardiopulmonary exercise testing and lactate te…

Comments

We have judged all submissions, and are pleased to announce the runners up and winner of the 2015 Underhanded C Contest.

We'll post more specifics later, but if you have questions about Underhanded C, the contest or the problem, this will be a great opportunity to ask.

Here's the LogStr function (LOG_SIZE is the length of the glob.long_str array):void LogStr(char* s){ if(LOG_SIZE < snprintf(NULL, 0, "%s %s", glob.log_str, s)){ if(ENABLE_LOG) fprintf(glob.log_file ?

glob.log_file : stdout, "%s ", glob.log_str); strncpy(glob.log_str, s, LOG_SIZE); } else sprintf(glob.log_str, "%s %s", glob.log_str, s); }So this tries to append a message onto the log if it fits.

int match(double * test, double…

Today, we open sourced our Zero-Knowledge Proof (ZKP) libraries, fulfilling a promise and building on our partnership with Sparkasse to support EU age assurance.

Businesses and other relying organizations of all sizes can easily leverage this open source solution to meet their privacy needs.

Researchers can use this more efficient and performant ZKP implementation to help create new applications and uses of technology.

With our commitment to making these ZKP tools openly available, Member States can integrate this into their future EUDI Wallets, accelerating their development.

We're so excited for this new chapter for Zero-Knowledge Proofs and invite you to explore the ZKP codebase on https…

Built a standalone browser Gomoku game in index.html , styles.css , and app.js .

It renders a 15x15 board, lets the player place black stones, detects wins in all four directions, highlights the winning line, tracks turns and move count, and supports restarting the match.

The AI is heuristic rather than random.

It searches nearby candidate moves, scores offensive patterns for itself, scores defensive blocks against the player, adds center preference, and chooses the strongest move.

There's also an optional “AI focus area” overlay so you can see the strongest candidate points it considered.

By the time you’re a parent, you’re on your way to being old, ugly, tired, and cynical.

He insists on reading Blue Train, Green Train again and again.

(I asked some of my friends with male children how into trains they seemed, and they all answered “not particularly”.

Then I mentioned this to an uncle, who informed me that my cousin is a top model train reseller on eBay.

(also, he has no concept of time, and if I say “two minutes over” after thirty seconds then he’s none the wiser.

Nothing to see hereLooks like this page doesn’t exist.

Here’s a picture of a poodle sitting in a chair for your trouble.

Comments

Comments

We're backed by True Ventures, Pear VC, and 50+ YC founders, with plenty of money to keep building through rough patches.

I finished my master's in AI at 19, joined Onyx (YC W24) as engineer #1, spent a year building enterprise AI search, then started Proliferate.

How we workWe ship unusually fastTiny team, absurd ownership: you will build core pieces of product end to end.

Example workBuild a new core workflow end to end across agent runtime, product UI, and cloud infrastructure.

Turn a rough customer pain point into a polished product surface in days.

OpenWikiOpenWiki is a CLI that writes and maintains documentation for your codebase, built specifically for agents.

If the file does not already exist in your repository, OpenWiki will create it for you.

On the first interactive run, OpenWiki will have you configure your inference provider, API key, and LLM.

You will also be able to set a LangSmith API key to trace your OpenWiki runs to a LangSmith tracing project named "openwiki" (optional).

If there's an inference provider or model you'd like to see added, please open a PR!

Comments

Fabien Brun, founder and inventor of Wind To Watt, combines scientific expertise and field experience to drive innovation and guarantee efficient wind solutions adapted to real needs.

Reynald RomelardProduction Supervisor — Industrial PartnerReynald Romelard supervises the production of Wind To Watt systems.

With over 35 years of experience in industrial management, he is the manager of the holding company Matériel Santé Environnement (MSE) and partner of Wind To Watt, guaranteeing a solid industrial base and immediate production capacity.

Nothing to see hereLooks like this page doesn’t exist.

Here’s a picture of a poodle sitting in a chair for your trouble.

How to access Claude Fable 5You can access Claude Fable 5 on:Claude on the webClaude MobileClaude DesktopClaude CoworkClaude CodeClaude DesignClaude for Microsoft 365Claude for TeamsClaude TagIn Claude on the web, Claude Desktop, and Claude Mobile, select "Fable 5" from the model picker.

This works the same way across Claude on the web, Claude Mobile, Claude Desktop, Claude Cowork, and Claude Code.

Access to Claude Fable 5 through the Claude API is billed separately at standard rates.

In Claude on the web, Claude Desktop, and Claude Mobile, promotional access to Claude Fable 5 can't be disabled by your organization's admin, though admins can control which model is set as your default.

Does …

It is designed for CI pipelines, CTF jail challenges, and lightweight code evaluation where you need defence-in-depth without pulling in a container runtime.

Collects weighted observations about the executed binary and determines a final verdict ( DETERMINISTIC , REJECT , or UNCERTAIN ).

Each observation carries a weight; any single observation with weight >50% of total decides the verdict.

The filter is verified independently by a standalone test ( tests/seccomp_filter_test.c , 8/8 pass) that fork+execves test cases against a real prctl(PR_SET_SECCOMP) without needing root.

The content_fingerprint is a BLAKE2b-256 hash of the target binary, computed by the parent after the child finishes.

2026-04-19 17:10:16.280 xcodebuild[60663:50240053] DVTFilePathFSEvents: Failed to start fs event stream.

git: warning: confstr() failed with code 5: couldn't get path of DARWIN_USER_TEMP_DIR; using /tmp instead fatal: not a git repository (or any of the parent directories): .git

Weave Robotics, the San Francisco home robotics startup founded by Kaan Dogrusoz (@kaandogrusoz) and Evan Wineland (@alittlemorewine), launched Isaac 1 on July 1, positioning the robot as the company's move from a narrow laundry appliance into a mobile home robot.

Weave said in a 5-post thread on X that Isaac 1 deliveries will begin this fall; its order page specifies California deliveries begin in fall 2026, with broader U.S. availability starting in 2027.

Isaac 1 is a mobile robot with a collapsible torso, wheeled base, two arms, swappable fabric shells and five colorways.

In the launch thread and on the Isaac 0 product page, Weave says Isaac 0 has run for more than 2,000 hours in the fie…

Isaac's solid inner structure gives it form.

Around it, soft fabric shells give Isaac 1 a familiar feel in the home.

The shells provide passive safety and can be swapped or removed to fit the character of your home.

Its collapsible torso means it can extend to a human height when needed, or collapse down when it's not working.

That way, when it's not working, it can be out of sight and out of mind.

Most rewrites serve the engineer, not the businessFor a few weeks one summer I woke at 4am to rewrite code my employer had already paid someone to write.

And I never once made the case for why it was worth doing, because it wasn't, at least not to the business.

Most rewrites answer to the engineer - what they want to learn, what offends their taste, what looks good in an interview - and not to the company paying the salary.

I was sure the CakePHP code was wrong, but I had never actually learned CakePHP.

In two years an engineer opens it, can't see why it is shaped that way, and feels the identical pull to rewrite it "properly."

Press keys to move, with no mouse or arrow keys.

The panel echoes every key you press so you can see your motions.

Each level on the town map teaches a small set of motions, shown as badges with what they do.

Instead of clicking or holding an arrow key, you press single keys that move the cursor precisely, such as one word forward or to the end of a line.

Those keys are called motions, and they are what make experienced vim users fast.

reviewing codeOverwhelmingly the most value I've gotten out of the bots so far has been reviewing code and finding bugs.

Pre-AI I often felt that writing code was a mixture of important decisions and playing paint-by-numbers.

I can't review bot code effectively either.

Writing code alone hasn't worked for me at all for anything non-trivial.

Whenever I write code, I'm also reading the code and rebuilding my mental model of how everything works.

reclen = FUSE_REC_ALIGN(24 + 4095) = 4120 B readdir cache page 4096 B adjacent kernel page (page cache, e.g.

So the interesting targets here are not kernel structs but kernel pages, and the most interesting kernel pages are the ones where overwriting byte 0 has a semantic effect the kernel will act on.

Why the page cache is the natural targetThe page cache is the kernel’s in-memory copy of file data.

Evict passwd, free pool[idx+1], re-fault → passwd lands on freed PFN pool[n-1] pool[idx] /etc/passwd page cache pool[n+2] ← DONTNEED + munmap + pread re-faults here 3.

Free pool[idx], signal daemon → readdir overflows into passwd pool[n-1] readdir cache page /etc/passwd corrupted pool[n+2] 24 B…

I spent last week at UN Open Source Week, where officials from a dozen governments stood up in turn and described open source as critical infrastructure.

The National Bridge Inspection Standards are codified at 23 CFR 650 Subpart C and they specify, among other things:Mandatory inspection.

For an open source project, the same recognition currently switches on a speech.

The government action that has followed regulates the consumers of open source rather than the infrastructure.

In open source, a review that finds nothing wrong is almost never published, because the only outputs with anywhere to go are findings: issues, pull requests, CVEs.

We are ecstatic to announce that we have released the second alpha version of Pidgin 3.0!!!

Looking forward, Alpha 3 is scheduled for 2026-09-30 and will have a version number of 2.97.0.

We have a bunch of tickets entered for Alpha 3 and you can keep an eye on the Burn down Chart for Alpha 3 to stay informed.

NotificationsWe removed the purple-toast and notification-sound plugins and built support for them directly into Pidgin.

Thank you everyone for your continued support of Pidgin, it means a lot to us!

"Reduced Native Image size by compacting image heap metadata and storage, including module metadata, runtime dynamic-access metadata, and symbol table data, and intrinsifying simple constant String.format and String::formatted calls.

"Overall, you will see larger improvements of 25.1 vs 25.0.x in image size, because we did several smaller optimizations in this area (some still pending) that add up.

You will see a very large drop in helloworld image size due to the String format intrinsification."

GraalVM, the advanced JDK focused on ahead-of-time (AOT) Native Image compilation and since last year began shifting focus to more non-Java languages like Python and JavaScript, is out with its new…

The EU-US Data Privacy Framework.

Since 1995, the EU generally prohibits the export of personal data to third countries in order to prevent EU privacy rules from being circumvented by simply sending data abroad.

Nevertheless, in 2023 the European Commission issued a third EU-US deal, called the “EU-US Data Privacy Framework”, which was largely a copy of the previously annulled deals.

Max Schrems: “Even in the European Commission's logic, the basis for any EU-US data transfer deal is dead.

The Supreme Court decision therefore usually affects them too, even if they do not rely on the FTC.

Comments

Progress Report: Linux 7.1 PreviousPreviousLinux 7.1 is now here, and of course with it comes another progress report.

Apple’s boot tooling will only work with what it considers to be a “valid” macOS installation inside an APFS container.

This would be impossible to maintain satisfactorily in an upstream Linux kernel driver, so this should also probably live in firmware.

Stage 1 m1n1 replaces the XNU kernel in Apple’s boot tooling, and is used only to mount the EFI System Partition and chainload Stage 2 m1n1 from there.

Version 1.6.0 also brings a whole host of improvements to M3 series support, including support for the SPMI controller and PCIe initialisation.

I’m happy to announce the release of Box3D, an open source 3D physics engine.

Box3D repositoryYou can think of Box3D as a fork of Box2D, extended with many features needed for 3D games.

Somehow I convinced the fine folks at Kintsugiyama to allow me to not only make Box3D open source, but also work on it as part of my day job.

I develop Box2D and Box3D because I love working on game physics.

Unlike Box2D, I expect to open up Box3D to pull requests, probably using a CLA.

Tie-breakers apply only when two candidates score within a small window of each other (0.20 points, a constant the code calls nearTieWindow ), capturing musical heuristics that a single number can’t.

Because a hard rule ignores the size of the score gap, you can end up with a cycle: A beats B, B beats C, and C beats A.

List ( List cands, List < List < bool >> beats) { final result = []; final remaining = { ...allIndices }; while (remaining.isNotEmpty) { // Prefer a maximal element: one beaten by nothing still remaining.

Shrinking the candidate set attacks the n² term directly.

The table below shows how much of each candidate set was in the largest connected cluster.

Bloomberg:

Amazon's emissions rose 16%+ YoY in 2025, driven by data center construction and delivery fuel, while Google's “ambition-based” emissions jumped 18% YoY in 2025 — Amazon and Google report jumps in their greenhouse gas output as the data center boom gains momentum.

George Hammond / Financial Times:

Sources: the White House is in advanced talks with AI companies on voluntary standards and release timelines for new models to be announced as soon as next week — Guidance to be announced as soon as next week after government intervention in Anthropic and OpenAI rollouts

Bloomberg:

Bending Spoons, which owns Vimeo and AOL, closed up 40% in its US market debut on Wednesday at a $25.7B valuation, after raising $1.68B in its IPO — Bending Spoons SpA shares surged 40% above their initial public offering price after the company and some of its backers raised $1.68 billion.

Lauren Ohnesorge / Triangle Business Journal:

Higharc, which uses AI to assist house builders in design and construction, raised a $95M Series C led by Insight Partners, bringing its total funding to $170M+ — A Durham-based artificial intelligence company targeting the homebuilding industry has raised $95 million and is hiring.

Reuters:

Lime's shares closed up 4% in its Nasdaq debut on Wednesday, valuing the company at ~$1.7B, after Lime and existing stockholders raised ~$174M in its US IPO — Uber-backed (UBER.N) Lime's (LIME.O) shares rose 4% in its Nasdaq debut on Wednesday, signaling robust investor confidence …

Mark Gurman / Bloomberg:

Sources: Apple is working on new iPad Pros and an entry-level 14" MacBook Pro with a new design in line with the upcoming touch-screen laptops for H1 2027 — Apple Inc. is preparing an upgraded iPad Pro line and a redesigned entry-level MacBook Pro for next year, adding to a slate of several …

Reuters:

Alibaba and its US payment processor AUS agree to pay $600M to resolve DOJ allegations that they failed to prevent illegal sales of drugs and other products — Chinese technology and e-commerce giant Alibaba (9988.HK) and its U.S.-based payment processor have agreed to pay $600 million …

Echo Wang / Reuters:

Sources: SoftBank has reopened talks for a $10B loan backed by its OpenAI stake and is offering to guarantee repayment if OpenAI collateral proves insufficient — SoftBank Group has reopened talks with a consortium of lenders for a $10 billion loan backed by its stake in OpenAI …

Ty Roush / Forbes:

Alex Karp calls US reliance on AI labs for military tech “effing insane”, pans AI fees for businesses, and touts Palantir's Nvidia Nemotron deal for US agencies — Topline — Palantir CEO Alex Karp on Wednesday called the AI industry “effing insane” in a heated interview on CNBC …

Wall Street Journal:

Sources: SpaceX showed investors a handset-like device prototype with AI tech from xAI, a proprietary OS, a Snapdragon chip, and a design slimmer than an iPhone — The sleek, handset-like prototype was designed to integrate AI technology from SpaceX's xAI — Elon Musk's SpaceX has developed …

Tom Warren / The Verge:

Sources: Microsoft has been working on a disc-to-digital feature for Xbox One and Xbox Series X that will let users digitize their physical game collections — Microsoft's disc-to-digital feature could be essential for next-gen Xbox consoles. … Microsoft will likely soon follow Sony …

Ram Iyer / TechCrunch:

Venice AI, which offers access to 200+ AI models while allowing users to retain their privacy, raised a $65M Series A led by Dragonfly at a $1B valuation — Concerns over the impact of AI chatbots on mental health, personal safety, harassment, and disinformation have forced AI developers …

Sara Fischer / Axios:

Meta names Chief Marketing Officer Alex Schultz as its first-ever chief data officer, to manage AI analytics across the company; Denise Moreno is named CMO — Meta has named its chief marketing officer, Alex Schultz, as its new chief data officer, Schultz told Axios.

Natalie Lung / Bloomberg:

Uber dismissed two leaders at its AI data labeling business as part of a broader leadership transition at the unit, which it says is “seeing strong momentum” — Uber Technologies Inc. has dismissed two tech leaders at its nascent AI data labeling business, shaking up a key division …

Chris Metinko / Axios:

B2B sales workspace startup Aligned raised a $60M Series B led by PeakSpan Capital, taking its total funding to $73.8M, and says it has 1,000+ customers — Aligned, a sales workspace for B2B sellers, buyers, and AI agents, locked up a $60 million Series B, co-founder and CEO Gal Aga tells Axios Pro exclusively.

Max A. Cherney / Reuters:

Oxmiq, which aims to combine GPUs, CPUs, and a tensor engine into a single block of IP that it can license, raised $35M led by Samsung Catalyst Fund and Fudomo — Artificial intelligence startup Oxmiq said on Wednesday it raised $35 million from investors in order to build chip design architecture …

Dinesh Nair / Bloomberg:

Abu Dhabi-based MGX raised a $49B AI-focused fund, exceeding its $45B target, and plans to spend as much as $10B annually over the next few years — MGX has raised $49 billion for one of the biggest ever funds dedicated to artificial intelligence deals, propelling the two-year-old Abu Dhabi firm …

Financial Times:

Letter: the US says Anthropic “agreed to proactively detect and address security risks” of Fable 5 and Mythos 5; a source says Anthropic developed a “safeguard” — US government move allows AI start-up to re-release Mythos and Fable models

Jess Weatherbed / The Verge:

Sony says it is closing the virtual PlayStation 3 store in select markets in 2026 ahead of global store closures for the PS3 and PS Vita in July 2027 — The virtual PS3 store will close in select markets this year, with global closures for PS3 and PS Vita following in 2027.

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

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

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

🎬 Interactive Demo ( demo.py )…

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

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

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

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

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

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

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

You signed out in another tab or window.

Reload to refresh your session.

You switched accounts on another tab or window.

Palmier Pro is an open source video editor for Mac.

Swift-native video editorWe built Palmier Pro from scratch with Swift.

The video editor (without the generative AI features) is fully open source.

You can download it with no login required, and use it as a video editor like CapCut or Adobe Premiere.

Instagram: Follow @palmier.ioFollow @palmier.io Feedback & Support: Create a Github Issue or email us at [email protected] HistoryLicenseCopyright (C) 2026 Palmier, Inc.Palmier Pro is open source under GPLv3.

Ingest data in any format, and Cognee continuously builds a self-hosted knowledge graph that gives your agents persistent long-term memory across sessions.

) for result in results : print ( result ) # Query session memory first, fall through to graph if needed results = await cognee .

Use with AI AgentsClaude CodeInstall the Cognee memory plugin to give Claude Code persistent memory across sessions.

Connect to Cognee CloudPoint any Python agent at a managed Cognee instance — all SDK calls route to the cloud:import cognee await cognee .

) await cognee .

Control web interfaces with natural language.

🌐 English | 中文🚀 Demo | 📖 Docs | 📢 HN Discussion | 𝕏 Follow on Xpage-agent-demo-0227.mp4✨ Features🎯 Easy integration No need for browser extension / python / headless browser .

Multi-page Agent — Extend your own web agent's reach across browser tabs chrome extension.

Mirrors URL Global https://cdn.jsdelivr.net/npm/[email protected]/dist/iife/page-agent.demo.js China https://registry.npmmirror.com/page-agent/1.10.0/files/dist/iife/page-agent.demo.jsAdd ?autoInit=false to load the script without creating the demo agent automatically.

NPM Installationnpm install page-agentimport { PageAgent } from 'page-agent' const agent = new PageAgent ( { model :…

Help translating SimpleX ChatThanks to our users and Weblate, SimpleX Chat apps, website and documents are translated to many other languages.

Jul 3, 2025 SimpleX network: new experience of connecting with people — available in SimpleX Chat v6.4-beta.4Mar 8, 2025.

SimpleX File Transfer Protocol – send large files efficiently, privately and securely, soon to be integrated into SimpleX Chat apps..Nov 8, 2022.

See SimpleX Chat Protocol for the format of messages sent between chat clients over SimpleX Messaging Protocol.

The SimpleX and SimpleX Chat name, logo, associated branding materials, and application and website graphic assets (illustrations, images, visual designs, etc.)

/plugin marketplace add aws/agent-toolkit-for-aws /plugin install aws-agents-for-devsecops /reload-plugins # Or from Claude's official marketplace: /plugin install aws-agents-for-devsecops@claude-plugins-official /reload-plugins # Setup: /aws-agents-for-devsecops:setupCodexIn your terminal:codex plugin marketplace add aws/agent-toolkit-for-awsThen launch Codex and run /plugins to browse and install the aws-core plugin.

Other agentsSee the AWS MCP Server getting started guide for instructions on configuring the AWS MCP Server with your agent.

AWS MCP ServerThe AWS MCP Server is a managed server that gives agents access to AWS through the Model Context Protocol.

AWS MCP Server tools — Referen…

AI Website Cloner TemplateA reusable template for reverse-engineering any website into a clean, modern Next.js codebase using AI coding agents.

Recommended: Claude Code with Opus 4.7 for best results — but works with a variety of AI coding agents.

Point it at a URL, run /clone-website , and your AI agent will inspect the site, extract design tokens and assets, write component specs, and dispatch parallel builders to reconstruct every section.

Do not clone this template repository directly for your website project, and do not open pull requests here with your generated website.

Create your own repository from this template On the GitHub page for this project, click Use this template, then cl…

The FormatA DESIGN.md file combines machine-readable design tokens (YAML front matter) with human-readable design rationale (markdown prose).

File StructureA DESIGN.md file has two layers:YAML front matter — Machine-readable design tokens, delimited by --- fences at the top of the file.

Run the dot-free designmd alias instead — point npx at the package with -p , then invoke designmd :npx -p @google/design.md designmd lint DESIGN.mdThe designmd shim resolves to the same entrypoint and works identically across all platforms.

npx @google/design.md lint DESIGN.md npx @google/design.md lint --format json DESIGN.md cat DESIGN.md | npx @google/design.md lint -Option Type Default Description file p…

git push no-mistakesKill all the slop.

Quick Start$ no-mistakes init ✓ Gate initialized repo /Users/you/src/my-repo gate no-mistakes → /Users/you/.no-mistakes/repos/abc123def456.git remote [email protected]:you/my-repo.git skill /no-mistakes installed for agents at user level Push through the gate with: git push no-mistakes < branch > $ git checkout my-branch # do some work in the branch... $ git push no-mistakes * Pipeline started Run no-mistakes to review.

Pick the entry point that fits how you're working when the change is ready:git push no-mistakes - the explicit Git path.

Tell the coding agent to do a task and gate it with /no-mistakes , or use bare /no-mistakes to gate existing committe…

The framework for agent-native appsAgent-Native is an open-source framework for building robust agents that act inside real apps, not just chat next to them.

Bring your own database, hosting provider, model stack, and app code.

Agent runtime : Chat, tools, skills, memory, jobs, observability, and handoffs ship together.

: Chat, tools, skills, memory, jobs, observability, and handoffs ship together.

Chat : a single app with a minimal chat UI and the browser shell already wired, the simplest way to get a UI.

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An LLM is called six times to extract structured information — your basics, work history, education, skills, projects, awards.

Look at technical skills: I scored 8/10 in 98 out of 100 runs.

Because technical skills are a checklist.

The Open Source scores have become consistent — that’s a legit improvement.

The 65% weighting on open source + projects doesn’t help either.

Ollama is the most popular way to run local LLMs.

Running ollama run deepseek-r1 pulls an 8B Qwen-derived distillate that behaves nothing like the real model.

As of today, ollama run deepseek-r1 still launches a tiny distilled model.

Hugging Face eventually added support for ollama run hf.co/{repo}:{quant} by generating a Docker-style manifest on the fly, which partially addresses the availability problem.

But it’s worth being honest about what these tools are: commercial products that exist because of llama.cpp, not open-source alternatives to Ollama.

* Terminal-Bench 2.1 (Claude Code): evaluated with Claude Code 2.1.126, parser=json, temperature=1.0, top_p=1.0, max_new_tokens=131072, averaged over 5 runs (Qwen chat template likewise modified).

create ( model = "Ornith-1.0" , messages = [ { "role" : "user" , "content" : "Write a one-line Python lambda that squares a number."

create ( model = "Ornith-1.0" , messages = [{ "role" : "user" , "content" : "What is the weather in Paris right now?"

create ( model = "Ornith-1.0" , messages = messages , tools = tools , temperature = 0.6 , top_p = 0.95 , ) print ( response .

openhandsllama.cpp / Ollama# Both runtimes load a GGUF build — available for the 9B and 35B checkpoints (swap -9B for -35B).

A Better World Is Not Possible Did the Weather Underground have a point?

Ayers Dohrn, now a middle-aged playwright and podcaster who is “embarrassed” whenever he finds himself in a chanting protest march, cannot quite say.

To say they failed is to say that what they did was as effective as anything, that it was roughly equivalent to all other forms of political change, that a better world is not possible.

I mean that I used to believe a better world was possible.

A better world is not possible.

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

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

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

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

Check out the speedrun to get started in minutes.

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

Tailscale – Adam loves Tailscale!

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

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

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

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

Tailscale – Adam loves Tailscale!

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

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

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

Changelog News!

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

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

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

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

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

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

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

Changelog News!

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

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

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Changelog News!

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

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

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

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

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

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

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

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

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

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

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

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

Changelog News!

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

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

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

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

Changelog News!

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

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

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

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

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

Push-button deployments that scale to thousands of instances.

Check out the speedrun to get started in minutes.

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

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

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

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

Check out the speedrun to get started in minutes.

LG's flagship OLED TV got a refresh with the C6, and continues to prove why OLED is worth the high asking price.

Oura Ring 5 pros and cons Pros The brand's slimmest smart ring yet, 40% smaller than the last gen.

After a few weeks of wearing Oura's skinniest Oura Ring 5 around my finger, I was riding the subway when I spotted a girl's hand donning the not-so-slim Oura Ring 4.

Also: Oura Ring 5 vs. Oura Ring 4: I compared both smart rings for health tracking - you should buy this oneI've worn the Oura Ring 5 everywhere these past few weeks, and the latest generation is a worthy upgrade for a few reasons.

I wear a size 6 ring, for example, and I haven't experienced that much of a change between my first few weeks using the Oura Ring 4 and Oura Ring 5.

ZDNET's buying adviceIf you're planning to upgrade fr…

ThinkPad X1 Carbon Gen 14 Aura Edition 4 / 5 Very good pros and cons Pros Incredibly light.

It's also expensive -- this is an X1 Carbon, after all -- dispatching any notions of modularity being synonymous with affordability.

Devices like the X1 Carbon Gen 14 push mainstream laptops in the right direction, but they don't completely change the game just yet.

ZDNET's buying adviceKyle Kucharski/ZDNETThe 14th-generation ThinkPad X1 Carbon Aura Edition is a successful innovation on a mature product line, and I hope it opens the door for more repairable designs.

In that sense, the brand is a leading the way in the mainstream consumer laptop space, and worth being recognized for.

Jack Wallen/ZDNETZDNET key takeawaysPorteuX Linux is a portable Linux distro based on Slackware.

When those situations arise, I'm always grateful to have a portable Linux distribution on a USB drive that I can boot from and use.

I've tried many, many portable Linux distributions over the years, but PorteuX may well be the best.

Drawing my conclusionEven with that issue, it was easy to conclude that PortueX is one of the best portable Linux distributions that I've used.

You can bet that I now have a USB flash drive with PorteuX Linux ready to go.

Your Hisense TV may already look great, but a few setting tweaks can make it even better.

Déjà Dup BackupsDéjà Dup Backups is incredibly simple to use.

Also: Déjà Dup is as simple a backup tool as you'll find on LinuxThe easiest Linux backup tool you'll find is Déjà Dup Backups.

Déjà Dup Backups requires a few quick clicks to set up a backup (even an automated one to set it and forget it).

Also: The new COSMIC Linux desktop from System76 is out of this worldHowever, there are times when I need a GUI text editor; for those moments, I turn to COSMIC Text Editor.

Even though COSMIC Text Editor was created with developers in mind, it's still a great text editor for the rest of us.

Since I was feeding Gemini my email threads for drafting responses, I decided to compare Claude's performance.

Third, Claude pulled the websites I write for from my email's signature line, and asked me where I would write the review in question.

This detail is irrelevant to the requested email draft and was referenced in a prior conversation, leaving me mildly disappointed.

I found that the length of this email draft diluted the urgency too much.

The latter appeared since I logged into Claude with a Gmail ID, but it's something you'd expect of Gemini instead, given its direct ecosystem integration.

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.

Fortunately, Android 17 can help you out because there's a new addition to network security that can help protect you.

Open Mobile network security Open the Settings app and navigate to "Network & internet" > "Mobile network security."

Show moreThis page should look familiar to anyone who's ventured into the realm of networking on their Android device.

Enable Network notifications On the Mobile network security page, find the Network notifications entry (it should be at the top).

If you don't find the "Network notifications" section in the location as directed above, search for it in your Settings app.

Setting up a VPN on your smart TV blocks hackers from accessing your network and stealing your data. But there are other benefits, too.

ZDNET's key takeawaysThe frontier engineer is set to be the key role in enterprise AI.

For this reason, frontier engineers will be in massive demand as companies seek to stay ahead of their rivals.

Putting knowledge into practiceIt's here -- at the sharp end of enterprise AI deployment in data-led terms -- that the frontier engineer role will make a different mark.

"It's one thing to understand data; it's also another thing to understand neural networks, which is an even rarer skill set," he said.

Squeezing every drop of productivityLucas said the frontier engineer's responsibilities differ greatly from other senior positions, such as chief AI officer.

WordPress then helpfully forwarded that payload to me in thousands of "new user registration" emails.

Since the registration spam security product I had been paying for wasn't working, I decided to build a spam security capability into my existing plugin.

For that, I'm using Claude Code on the $100-a-month Max tier.

So Codex does the WordPress product, while Claude Code does the Apple products.

The most pronounced was that although my user registration page had a CAPTCHA, spammers could submit URLs that would initiate registration without requesting a CAPTCHA.

Last April, someone at Microsoft published a document on the Windows Learning Center that made a thoroughly uncontroversial claim: "For many Windows 11 users, Microsoft Defender Antivirus covers everyday risk without requiring additional software.

The choice to add third‑party antivirus depends on how you use your PC and which features you value."

Also: A crucial Windows security certificate just expired - how to check your PCBut there is some data available.

Most attacks against businesses are launched by sophisticated criminal gangs, using vulnerabilities more likely to be in third-party software than in the OS itself.

If you're still paying for antivirus protection on your home PC, it mi…

Great TV sound doesn't have to be expensive - here are my expert-tested audio tweaks.

Apple is readying several new iPad Pro tablets, and a budget-friendly MacBook Pro, reports suggest.

The company has grown rapidly by acquiring and revamping last-generation tech brands like AOL, Eventbrite, Evernote, Meetup, and Vimeo.

The co-founders of Bending Spoons, the Italian company quietly buying beloved, ailing Internet brands, learned big lessons from their own startup's failure.

Meta says usernames improve privacy, but critics question whether its safeguards can prevent impersonation.

Research appears to reveal a bug that could render the feature effectively useless.

SpaceX reportedly showed investors a "handset-like" AI device before going public. It could be another signal SpaceX wants to expand into wireless.

The actor and investor is joining forces with Morgan Beller, who was previously a GP at NFX, to invest in early-stage startups.

The AI neocloud provider, which specializes in hosting open source models, last raised at a $3.3 billion valuation in early 2025.

Cloudflare is giving AI companies until September 15 to separate web crawlers used for search from those used for AI training and agents, or risk being blocked by default on many publisher sites.

Honda wants in on the lucrative energy storage market. This week it began producing batteries destined for data centers, not driveways.

The autonomous vehicle space is starting to feel like a repeat of the 2016 hype cycle. Travis Kalanick is back building a robotics company, and the talent wars and capital are heating up the same way they did the first time around. The money’s flowing back, and it’s the people who lived through that first wave who are building the next one. […]

The nine-year-old scooter and bike-share company has said it needs the funds to help pay down around $1 billion in liabilities.

Venice AI is already profitable, with annualized run-rate revenues of over $70 million, CEO Erik Voorhees said.

Google's 24/7 agentic assistant, Gemini Spark, comes to Mac alongside other improvements, like real-time tracking and support for more apps.

Meta is reportedly developing its own cloud business that could sell access to its AI models and lease data-center computing capacity to other companies. The move would put Meta in direct competition with Amazon, Google, and SpaceX. Engadget reports: The cloud business could offer multiple services, according to [Bloomberg], like selling access to AI models run on Meta's infrastructure, or leasing the computing power of its data centers to other companies looking to train AI. Offering something akin to Amazon Web Services could help make back some of what Meta has already spent on its new bet. As part of its AI plans, the company has committed to investing $600 billion in the US by 2028. Me…

BrianFagioli writes: Cloudflare announced new controls that give publishers more say over how AI companies access and use their content. Beginning September 15, new Cloudflare sites will allow traditional search indexing while blocking AI training and AI agent access on ad supported pages by default. The company is also expanding its monetization efforts with a Pay-Per-Use model that aims to compensate publishers when their content contributes to AI generated answers rather than simply being crawled. Cloudflare argues that publishers should not have to choose between being discoverable online and giving away their work for free to AI systems. Read more of this story at Slashdot.

AleRunner writes: The first fully synthetic cell ("SpudCell") has been created in the Department of Genetics at the University of Minnesota. Strictly speaking, it's described as a "cell-like system constructed entirely from known chemical components that can perform a complete cell cycle." It is able to replicate, but only for approximately five generations. The key advance is that the cell is "built entirely bottom-up from individually purified, non-living components," although it still contains material from E. coli bacteria. "PURE is a defined mixture of 36 purified enzymes from E. coli bacteria," including ribosomes, that provides the infrastructure for genetic replication. CNN has an a…

An anonymous reader quotes a report from Ars Technica: Reddit will start requiring people to be logged into Reddit to use old.reddit.com. The new requirement will take effect "over the next month," a Reddit employee going by the username boat-botany announced on the social media platform today. The person claimed that the change is part of an ongoing effort to "tighten how automated systems access Reddit." The Reddit employee wrote: "Old Reddit's logged-out experience is a significant source of abusive scraping and automated traffic on the platform. It's also an important interface for many long-time mods and Redditors. To strike the right balance between preserving your access to Old Reddi…

Longtime Slashdot reader AmiMoJo shares a report from the BBC: New PlayStation games will no longer be released on discs from January 2028, the gaming giant has announced. Sony said in a blog post new games would still be able to be bought in shops, but they would come with a digital code. It comes just days after Rockstar announced the hotly-anticipated Grand Theft Auto VI would similarly launch without a physical disc. It marks a significant moment for the gaming industry, which has in recent years begun to rely more and more on digital distribution. Sony said the move came "as consumer preferences and the broader entertainment industry continue to shift away from physical discs to digita…

A federal judge rejected Meta's bid to dismiss claims from 29 state attorneys general alleging that Facebook and Instagram were designed to addict children while concealing the harms. The judge found significant factual disputes that must be decided at trial. They also ruled that Meta failed to comply with federal parental notice and consent requirements for children under 13, "and granted summary judgement to the states on that issue," reports Reuters. From the report: In a separate statement, California Attorney General Rob Bonta called the decision a "critical win" in holding Meta accountable for fueling a mental health crisis among American children. Gonzalez Rogers also oversees relate…

An anonymous reader quotes a report from Space.com: NASA provided an Artemis update today (June 30), announcing new lunar landing contracts for its Moon Base initiative and a surprise new possible rover mission that could be headed to the moon's south pole. During the second monthly update that NASA has provided for its moon base plans, the agency named Astrobotic, Firefly Aerospace and Intuitive Machines as the providers of four robotic landers that will deliver scientific payloads to the surface of the moon, as NASA tests and expands the technologies needed for a permanent human outpost. "This is this drawing on the playbook that worked very well for NASA during the 1960s," NASA Administr…

The Vera C. Rubin Observatory has begun its 10-year Legacy Survey of Space and Time, using the world's largest digital camera to image the entire southern sky every few nights. The project is expected to catalog billions of stars and galaxies, track changing and transient objects, and generate an enormous dataset for studying dark matter, galaxy formation, asteroids, and unexpected cosmic phenomena. The New York Times reports: "This is the end of a 30-year wait," said Phil Marshall, the deputy director of the telescope's operations at SLAC National Accelerator Laboratory in California, in a statement to The New York Times. "It's a major milestone for us." Astronomers expect this collection …

The FAA plans to replace its 1973 ban on civilian supersonic flight over U.S. land with a noise-based standard, potentially allowing aircraft to exceed Mach 1 as long as they stay below certain sound limits. The agency aims to finalize the rules by mid-2027, opening the door for companies such as Boom Supersonic and Spike Aerospace to operate quieter next-generation passenger jets over land. Longtime Slashdot reader schwit1 shared the notice (PDF) published Tuesday by the FAA. Forbes reports: Technological advances "will eliminate the old sonic boom," FAA Administrator Bryan Bedford said in a statement. "This means we can ultimately repeal the ban from the 1970s on supersonic flight over U.…

The Trump administration has lifted export restrictions that forced Anthropic to shut off public access to its Mythos and Fable models. After weeks of talks, Secretary of Commerce Howard Lutnick said Anthropic "has agreed to proactively detect and address security risks associated with the models; to work diligently with the U.S. government on protocols and standards and releases for Mythos, Fable and future models; and to inform the US government of any malicious activity." Access is set to begin returning July 1. TechCrunch reports: Anthropic had already publicly pledged to do much of this voluntarily, months before the export rule existed. That's part of why cybersecurity experts were sk…

An anonymous reader quotes a report from Inside Climate News: A new state law limits Florida communities' aims to offset greenhouse gas emissions that are warming the global climate and intensifying disasters such as hurricanes. Specifically, HB 1217 prohibits local governments from pursuing net-zero emissions goals. At least 10 cities and counties have implemented such policies, including Fort Lauderdale, Miami, Orlando and Leon County, where Tallahassee, the state capital, is located. But the new law will not necessarily upend these policies, said Bradley Marshall, senior attorney at Earthjustice, an advocacy group. "It's certainly meant to scare municipalities and local governments from …

Amazon says it is ending sideloading on new Fire Sticks because "apps that facilitate piracy, and other apps, can carry malware," adding that there is "a good amount of evidence" that sideloaded apps may contain unwanted code or behavior. However, the company did not provide specific examples of Fire Stick users being harmed. Ars Technica reports: Amazon has released two Fire Stick models that use its proprietary, Linux-based operating system, Vega OS. Previous Fire Sticks ran Fire OS, which is an Android fork based on the Android Open Source Project. One of the biggest differences between Vega OS and Fire OS is that the former doesn't support sideloading. [...] In a recent interview, Or Go…

Google has shut down the Tenor API, breaking GIF pickers in services that still relied on it and forcing platforms such as X to migrate elsewhere. 9to5Google notes that the library itself remains available at Tenor.com and "integrations within Google products are also still active, including Gboard, Google Messages, and more." From the report: The Tenor API has been rejecting new API sign-ups in January of this year, but existing integrations remained in place. This week, though, they're shutting down, and any integrations that remain in place will stop working on July 1. The support page adds details that "any API or Ads Distribution Agreements" with Tenor will be terminated on June 30, wh…

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Like RSS and Google Reader.

Возможно ли стать топовым специалистом за пару месяцев?

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

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У зумеров и миллениалов появился новый способ отдохнуть от работы и сбросить стресс — они едут в монастырь Шаолинь, ...

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Эксперты в области управления персоналом провели исследование и выяснили, что 99% опрошенных страдали из-за плохого начальника. Исследователи выделили 10 ...

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

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

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

Each pebble's haptic engine is tuned for slow bilateral rhythm — a soft, grounded pulse in the palm, not a buzz.

The heart of the session is what you feel, not what you see.

Save the recipe that works — speed, haptic strength, passes, duration — and pull it up in two taps.

Live remote pairingShare a 6-character code to bring a second device into the same session — across the room or across the country.

Clinicians can drive a client's session from their own phone; clients receive on any browser.

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

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

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Reload to refresh your session.

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dupehound is a duplicate-code detector built for codebases where agents write most of the code.

A repo-level slop score for scan , a chart for history , and exit 1 in CI for check .

historydupehound history measures the slop score at monthly snapshots, reading blobs straight from the object database (no checkouts), and reports when duplication took off:checkdupehound check gates CI and pre-commit.

$ dupehound check --diff main .

GitClear's analysis of 211 million changed lines found duplicated code blocks grew 8x in 2024, the first year copy-pasted lines outnumbered moved ones.

Article URL: https://www.agentsessions.dev/

Comments URL: https://news.ycombinator.com/item?id=48754784

Points: 2

# Comments: 1

hi HN,I'm a landscape photographer by heart and a software developer by trade. I build a web app for automating alerts for photography weather.It is meant to solve the following issues I (and probably others) had:

- the need to check multiple weather apps multiple times a day

- keeping an eye out for some long range conditions like full moon or moon + azimuth

- combining several conditions into triggers

- notifications/reminders for those triggersAt first, I built a POC on my wordpress site. It was useful but hard to maintain, so I built a new one from scratch using C#, EF Core, Postgres, vanilla html/css/js.Current functionality:

- tracks locations the user saves, updates forecasts

- allow…

Connects to a SPIRE server via the SPIFFE Workload API socket when available; degrades gracefully if the socket is absent.

Method Path Description POST /authsec/migration/migrations/master/run Execute all pending master DB migrations GET /authsec/migration/migrations/master/status Get master DB migration statusWell-Known EndpointsRequired at the root path by RFC 8414.

Method Path Description GET /.well-known/openid-configuration OIDC discovery document GET /.well-known/jwks.json JWK Set (public signing keys)MetricsMethod Path Description GET /metrics Prometheus metricsAuthentication & MiddlewareAll routes with JWT authentication use AuthMiddleware from middlewares/auth.go .

Routes marked JW…

The Python port of toolnexus — the same library, byte-identical, also in JavaScript, Go, Java, and C#.

The 10 built-in tools ( bash , read , grep , webfetch , …) are on by default, so the model can actually do things right away:import asyncio from toolnexus import create_toolkit , create_client async def main (): tk = await create_toolkit () # built-in tools, on by default agent = create_client ( base_url = "https://openrouter.ai/api/v1" , style = "openai" , model = "deepseek/deepseek-chat" , # any OpenRouter/OpenAI/Anthropic model ) res = await agent .

agent = create_client ( base_url = "https://openrouter.ai/api/v1" , style = "openai" , model = "openai/gpt-4o-mini" ) await agent .

Each ad…

Hi HN! Over a year ago, we launched Banto as a party games website (with 4 game types).Since then, we’ve pivoted and made the idea a bit bigger. Now, anyone can generate and host their own live game room with just a prompt. From that, Banto will turn it into an interactive room people can join from their phone/laptop.This currently is our latest iteration but we’d love feedback on the product, positioning, and whether the “turn content into a live game room / experience” idea is clear at all to anyone.Backstory here if curious: https://blog.banto.tv/blog/who-is-behind-banto Comments URL: https://news.ycombinator.com/item?id=48754208

Points: 2

# Comments: 0

Coming soonPitch to yourfavourite indiehackers.

Drop your link.

Marc Lou, Pieter Levels, and three other builders read your site, ask the uncomfortable questions, and tell you if you're onto something or just vibing.

→No spam.

Just one email when we launch.

GONK is an edge-native API gateway written in Go for industrial, IoT, robotics, and air-gapped environments.

The core gateway, auth, routing, load balancing, and observability features are in place; production hardening, benchmark coverage, and operator tooling are the next priority.

Security primitives close to the edge: JWT, API keys, mTLS, RBAC, scopes, and certificate-to-role mapping.

Works in constrained or disconnected networks where Kubernetes, SaaS control planes, and central databases are not always available.

Load Balancing with Health Checksroutes : - name : " api " path : " /api/* " upstreams : - url : " http://backend-1:3000 " weight : 70 health_check : " /health " - url : " ht…

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Been building my product Levelop for about 8 months now, it's a platform to help SDEs turn their learning into real job opportunities. The core idea is solid and people get it immediately when they land on it, but almost nobody comes back. So here's what's killing me: I can get signups. I've gotten over 100. But retention is basically nonexistent. People sign up, poke around, maybe do one learning module, and then... Nothing. They don't return. I finally got one user who actually came back multiple times and started using it seriously, and that one person gave me so much hope that it's scary. The problem is I don't know why people aren't sticking. The initial reaction is usually positive, t…

I built MemoryNest because my wife and I wanted a private place to keep our kid’s photos and videos without posting everything online. It’s like a social media feed, but just for your own memories. Everything stays on your iPhone. No cloud, no ads, no followers. https://apps.apple.com/ca/app/memorynest/id6761954477 Curious what you think! submitted by /u/Vegetable-Sir3808 [link] [comments]

Hey everyone, Like many of outdoor enthusiasts, I spend a lot of time tracking my routes. But whenever I finish an epic weekend ride/hike with massive climbs, looking at the flat, 2D squiggly line on a screen always feels a bit underwhelming. It just doesn't capture the actual scale of the terrain or the effort of the climb. To solve this for myself, I’ve been working on a web app called TrailMov. (Use it on the computer browser) It’s a browser-based tool where you can drop in any ⁠.gpx⁠ or ⁠.fit⁠ file from your bike computer or watch, and it instantly generates a 3D flyover animation of your route. I know that there are software such as Relive that can realize route animation, but I need m…

It combines world news, climate zones, population density, satellite imagery, flights, earthquakes, infrastructure and country statistics in one map. I’m looking for honest feedback, especially on what would make it worth coming back to. https://rwmqx7dwb5-arch.github.io/IntMap/ submitted by /u/wi-fipassword [link] [comments]

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

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

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

А вы путешествуете почти бесплатно.

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

Способы путешествовать почти бесплатно.

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

А вы путешествуете почти бесплатно.

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

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

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

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

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

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

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

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

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

Regulations are also a significant factor, as many DeepT…

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

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

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

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

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

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

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

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

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

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

London-based Tapestry VC is today launching its €70 million ($80 million) Fund III to double its scale and deepen its focus on backing repeat founders across Europe and North America.

UK-based comparables include Seedcamp’s €279 million Fund VII and Select fund, Transition Ventures’ €128 million Fund II, Lansdowne Partners’ €128.9 million first close, Creator Fund’s €48.8 million European fund and Passion Capital’s €46 million fourth Seed fund.

Adjacent European examples include Amsterdam-based DFF Ventures’ €70 million Fund III, Berlin-based Angel Invest’s €40 million Fund III and Zurich-based Herbert Ventures’ €32.5 million Fund I.

Audrey Miller, Partner at Tapestry VC adds: “Today’s repe…

Prague-based EquiLibre Technologies, a frontier AI trading research lab applying reinforcement learning to financial markets, announced the close of its Series A round at a valuation of more than €438 million ($500 million).

Comparable announcements include 9fin’s €148 million raise for its AI-native debt-markets platform, Upvest’s €108 million round for securities infrastructure, Midas’ €43 million Series A for tokenised investment infrastructure, and Performativ’s €11.96 million Series A for an AI-native wealth management operating system.

Earlier-stage activity has also included Elastics’ €1.7 million pre-Seed round for AI agents in prediction markets and Ekiden’s €1.7 million Seed round…

Build, a British and U.S.-based AI-native infrastructure company helping governments, developers and investors accelerate critical projects, has raised €7.4.

million ($8.5 million) in Seed funding to expand its engineering and infrastructure teams, accelerate R&D and deepen its presence across North America and Europe.

These 2026 rounds amount to approximately €104.5 million in adjacent built-environment, real estate, construction and industrial AI software funding, rising to about €111.9 million when Build’s €7.4 million round is included.

Demand for AI infrastructure, power and industrial capacity is outpacing supply, placing growing pressure on governments and developers worldwide.

Its A…

Vienna-based Epitome Therapeutics, a BioTech company advancing precision epigenome editing for programmable gene expression, today announced a total funding of €4 million to advance development programmes and grow the company’s team.

The pre-seed round, comprising an oversubscribed €2 million pre-seed round and €2 million in non-dilutive grant funding, was co-led by XISTA Science Ventures and Caesar Ventures, with further participation from Navec Venture Holding GmbH.

“We are launching Epitome Therapeutics with the support of a strong group of investors and partners,” said Dr. Guido Gualdoni, co-founder and CEO of Epitome Therapeutics.

The new funding enables us to build the company around …

Lucida AI, a London-based speech-to-speech AI platform for global communication, has raised a €6.1 million ($7 million) Seed round to expand into new languages and geographies, develop its proprietary AI infrastructure, scale its enterprise offering globally, and accelerate product development.

The round follows a €1.09 million ($1.25 million) pre-Seed investment led by Neo Asset Management, bringing the company’s total funding to €7.24 million ($8.25 million).

Our focus is clear: building a scalable, speech-native AI platform that powers global communication,” says Mustafa Girgin and M. Sait Demirci, co-founders of Lucida AI.

The disclosed 2026 funding across the adjacent examples is about…

Six Robotics, an Oslo-based DefenceTech company, has announced a €12 million Seed round to accelerate the development and deployment of its autonomy software platform for unmanned systems.

DTCP leads the round through DTCP Defence, a recently launched €500 million venture capital fund dedicated exclusively to defence, security, and resilience technologies.

Six Robotics’ Seed financing comes amid continued EU-Startups coverage of European capital moving into DefenceTech, drone autonomy and unmanned-systems infrastructure in 2026.

Together, these disclosed 2026 rounds account for approximately €192.5 million, or about €204.5 million including Six Robotics.

Founded in 2023, Six Robotics develo…

London-based Verkko Robotics, a DeepTech European AI research lab, has unveiled VOLTAIC, an AI system designed to keep learning over time, retain what it has learned, and operate using far less energy and computing power than today’s leading multimodal models.

With VOLTAIC, we aim to break that paradigm,” says Stephen McCreath, co-founder and CEO of Verkko Robotics.

“As a consequence of what we are doing, in the future we will be less reliant on large data centres.

These results place VOLTAIC at the top of its class while delivering performance at a fraction of the energy cost of conventional transformer-based systems.

Unlike conventional models that must be retrained to incorporate new kno…

This LGBTQIA+ mental wellness platform is focused on building more inclusive mental health support for people seeking wellbeing tools and mental health care that better reflect LGBTQIA+ experiences and needs.

Ksebe is a Bratislava-based mental health platform that makes therapy and personal development more accessible in Slovakia.

While Ksebe is not exclusively focused on LGBTQIA+ users, its inclusion reflects both a co-founder’s connection to the LGBTQIA+ community and the relevance of its mission: making trusted mental health care easier to access.

Through its mobile platform, users can access online consultations, testing support, PrEP care, and medication delivery.

The company focuses o…

The credit facility has come from Pollen Street Capital, marking one of the largest private credit commitments to date for sustainable agriculture lending in Europe.

“European agriculture is entering a new investment cycle,” says Laimonas Noreika, CEO and founder of InSoil.

Together, these adjacent 2026 announcements amount to approximately €64.2 million; including InSoil’s facility, the total capital referenced across this segment rises to about €184.2 million.

Founded in 2020, InSoil is a climate finance company channelling institutional capital into the transition to regenerative agriculture.

Since inception, InSoil has financed more than 3,500 agricultural SMEs across Europe and is buil…

After Istanbul and Tashkent, INMerge Innovation Summit concluded its 2026 Event Series in Berlin on 29 June in AXICA Convention Center.

“ INMerge Berlin marks an important milestone in the evolution of the INMerge Innovation Summit.

As the third and final international stop before the flagship INMerge Innovation Summit in Baku this November, INMerge Berlin served as an official side event of GITEX Europe.

Speakers included Mammad Karim (Caucasus Ventures), Mehti Aslanov (PASHA Financial Holding), Alexandra Begue (SAP) and Valeria Sadovykh (Microsoft Germany).

The event reaffirmed INMerge Innovation Summit’s mission to bring together ecosystems, capital, and ideas ahead of the main INMerge e…

The round was led by Primo Capital SGR, through its funds Primo Digital, Primo Digital Parallel Italia, and Primo Digital Parallel Sud Italia.

We want to make the management of remote infrastructure and assets simple and accessible by integrating energy, satellite connectivity, and software control into a single system.

Archimede’s Seed round comes amid continued 2026 funding activity across Europe in industrial infrastructure software, edge intelligence, critical operations, connectivity and adjacent SpaceTech.

Italy has also appeared in this adjacent market through Mirai Robotics’ €3.6 million pre-Seed round and Intuos’ €720k raise.

By simplifying the adoption of satellite connectivity, e…

Qonto and Pennylane are two of France's most well-known fintech disruptors.

The Paris-based fintechs set out to disrupt particular areas of finance: Qonto- SME banking; and Pennylane- accounting software for SMEs.

Qonto, founded in 2016, four years before Pennylane, is the bigger name in France, yet Pennylane is fast-rising.

For example, she points out they have different customer acquisition strategies: Qonto direct to SMEs, Pennylane to SMEs via accountants.

Waller, who is a fan of Qonto, says Pennylane is both friend and foe to Qonto.

A startup founded by three ex-Google DeepMind researchers which builds AI agents to trade across the Nasdaq says it has hit a valuation of more than $500m, following fresh funding.

EquiLibre builds reinforcement learning agents which trade billions of dollars on the S&P 500 and Nasdaq financial markets daily, it said.

Last year, it said it became the first company to deploy reinforcement learning agents live on key financial markets.

EquiLibre's earliest backers include Richard Sutton, a recent Turing award laureate and a key figure in reinforcement learning.

That's what drew us to the problem, and it's why reinforcement learning is such a natural fit.

UK self-driving car technology startup Wayve is giving its employees the opportunity to cash in on their equity, as it looks to “retain talent”.

Wayve, which is one of the UK's best-funded startups, is launching what is called an employee tender offer.

It is a mechanism which gives startup employees the chance to sell shares to new and existing investors.

It marks the second time Wayve, which employs 1,200 people, has carried out a tender offer, following one in its 2024 $1.05bn Series C funding round.

Wayve, which develops software for autonomous vehicles, said the tender offer was a means to ensuring it kept its most prized employees.

Today marks the public launch of Common Path, a programme created to get graduate talent from low-income backgrounds into startups, and to challenge an industry that prides itself on meritocracy to pr...

The London and San Francisco-based Tapestry VC, founded in 2018, typically invests in immigrant founders.

On the challenges of raising the latest fund, Murphy pointed to repeat investors coming on board, saying “it was a pretty straightforward process”.

On the increased size of the fund, Murphy said: “Ultimately, seed rounds are getting bigger.

“You need to earn the right to be a bigger investment firm.

And as the European ecosystem has become more and more mature, especially around repeat founders, I now spend the majority of time here.

London-based procurement software company Omnea has launched the Omnea Future Founders Fund, a new initiative designed to support employees who want to start their own businesses.

Employees will pitch directly to Omnea founder and CEO Ben Freeman and Firedrop founding partner Pietro Invernizzi in a single 30-minute meeting, with investment decisions made immediately.

According to Ben Freeman, joining a high-growth startup can give aspiring founders the experience, skills and network needed to build a company of their own.

People who want to start businesses are looking for an environment where they can develop the skills they need and find a launchpad for the next step.

Pietro Invernizzi, f…

Founded in Croatia, Hypefy AI, a platform that uses AI to automate influencer marketing campaign execution, has raised $7.2 million in a Series A funding round.

As influencer marketing continues to grow, campaign execution remains largely manual.

Founded by Stjepan Zelić, Hypefy AI streamlines these workflows through AI.

The platform manages the end-to-end execution of influencer campaigns, including creator discovery, outreach, pricing, onboarding, contracting, content review, performance tracking, reporting and payments.

We built Hypefy so a brand can describe what it wants to achieve, stay in control of the key decisions, and let AI manage everything operational,said Stjepan Zelić, CEO a…

Swedish deeptech company Digiclean has raised €2.5 million in a seed funding round to advance its platform for industrial cleaning and maintenance optimisation.

Industrial cleaning is a critical process across manufacturing industries, affecting equipment performance, product quality, production uptime and regulatory compliance.

Yet many cleaning processes remain manual, reactive and difficult to monitor.

Founded by Charlotte Stigen Låstberg and Andreas Låstberg, Digiclean develops sensor- and AI-based technology that enables manufacturers to monitor and optimise industrial cleaning processes in real time.

According to Charlotte Stigen Låstberg, CEO and co-founder of Digiclean, industrial c…

Saltroad, the clinician-led speech and language therapy (SLT) provider, has raised £1.5 million and acquired Ogma, an AI documentation platform designed for SLT.

An estimated 1 in 5 children - around two million in the UK - need support with speech, language and communication, and demand far outstrips supply.

According to Darren Lester, co-founder and CEO of Saltroad, too many children wait months, sometimes years, for help during the years that matter most.

Saltroad exists to put the therapy back into speech and language therapy, and to reach the families the current systems can't.

Toyosi Ogedengbe, Partner at Ascension, said:"We look for teams solving problems that genuinely matter, at sc…

From June 17 to 20, 2026, VivaTech welcomed more than 200,000 visitors at Paris Porte de Versailles, setting a new attendance record for its 10th anniversary edition.

A decade of scale: the numbers behind the milestoneThe 2026 edition stretched VivaTech's footprint further than ever before.

Building on the AI Summit in New Delhi, India was present as AI Country Partner 2026, led by Prime Minister Narendra Modi.

From conversations to business: new formats for accelerationTrue to its DNA, VivaTech 2026 doubled down on its business utility.

Honoring tech's leaders: the VivaTech x Bloomberg AwardsFor the first time, the VivaTech x Bloomberg Awards recognized the world's top tech leaders.

Lucida AI, a speech-to-speech AI platform for global communication, has secured an additional $1.6 million in funding, bringing its seed round to $7 million.

The seed round was led by UK-based Velocity Capital, with participation from Next Tier Ventures, Look AI Ventures, Bogazici Ventures, Yapı Kredi Frwrd Ventures and Ünlü & Co.

The company had announced the initial $5.4 million close of its seed round a few months ago.

Founded by Mustafa Girgin and M. Sait Demirci, Lucida AI develops speech-native AI technology designed to help individuals and businesses improve spoken communication through real-time, AI-powered conversations.

Our focus is clear: building a scalable, speech-native AI pla…

Nomerra, an AI platform for private market operations, has raised $2 million in its first funding round.

The investment comes as private markets are expected to expand significantly over the coming years, while the operational infrastructure supporting the sector has not kept pace.

Founded by Johannes Gebendorfer and Jakob Zacherl, Nomerra develops AI software to automate operational workflows across private markets.

By integrating with firms' existing systems, its AI agents can access, validate and process data while following each firm's operating procedures.

Private market operations are approaching a similar turning point.

Vegvisir, an Estonian defence technology company building the command-and-control software layer for the multi-domain battlefield, today announced a venture investment from Iron Wolf Capital (IWC).

Unmanned systems have moved from experimental to operational across allied armed forces, but the command-and-control infrastructure required to exploit them effectively remains fragmented, proprietary, and platform-specific.

"Iron Wolf Capital understands the problem we are solving at a level that goes beyond the financial opportunity.

Vegvisir is building the software layer that makes those systems operationally more capable and easier to adapt.

‍Iron Wolf Capital views Vegvisir as the software …

Italian VC P101 has integrated PranaVentures, an operational venture capital company specialising in Seed investments.

Through the integration, P101 expands its investment platform to directly cover the seed segment, further strengthening the team led by Managing Partner Andrea Di Camillo with the highly specialised expertise developed by PranaVentures.

Andrea Di Camillo, Founder and Managing Partner of P101 SGR, commented:"The integration of PranaVentures strengthens our position in Seed investing and lays the foundations for a new venture capital model in Italy.

Together with the PranaVentures team, we will continue building a more comprehensive, institutional and competitive venture capi…

Swiss engineering startup Subatron has obtained €162,000 (CHF 150,000) from Venture Kick to develop a new generation of underwater communication technology.

Communication underwater remains a major technological challenge.

Conventional wireless systems perform poorly below the surface, often offering limited range, slow data transmission, and unreliable connections.

Subatron addresses this challenge with a wireless communication platform designed specifically for underwater environments.

The program has helped us sharpen our strategy, expand our network, and accelerate the commercialisation of our underwater communication platform,” highlighted CEO and co-founder Samira Baumann.

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 […]