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Quick recap for anyone who missed the first one: ~70% of my churned users told me some version of « cool product, but i’ll build this myself with Claude in a weekend » i spent a solid month being annoyed about it. My instinct was to hide the how. i did the opposite. what i changed: • rewrote the entire site to be GEO/SEO readable. plain words, one page per problem it solves, no clever positioning nobody parses. LLMs quote you when you’re quotable. • started publishing articles and vide...

There's a pattern happening right now that most people aren't tracking. Coalitions form to define "AI safety." Voluntary frameworks get published. Companies join the coalition to signal responsibility. Enterprise procurement adopts the framework as a requirement. Then it becomes regulatory standard. Voluntary becomes mandatory, and the path from one to the other is documented. I started a site that tracks this in real time. It's not opinion. Every claim has a source. Every pattern ha...

https://reddit.com/link/1vp4uav/video/v9m00c73yjjh1/player Emad Mostaque: "Forward-deployed engineers, AI transformation people, because they can do the work of 10, 100 people." That's the role that survives this — already a real hiring category, not a future one. LinkedIn's own data has it growing 42x since 2023, priced $127K–$265K+ at the labs actually building this. That's the part that should sit heavier than the digital-double line. It's not that your job disappears. ...

For the last three years, the defense tech story was: better sensors, better models, better decision-making software. Anduril, Shield AI, Palantir — all riding the idea that AI-native companies could out-think legacy primes like Lockheed and Raytheon. Funding backs this up — defense tech startups raised close to $50B in 2025, nearly double the year before, and 2026 has already topped that full-year pace. But the constraint shifting into 2026 isn't intelligence anymore. Recent conflicts have ...

Hi, friends! Welcome to Installer No. 140, your guide to the best and Verge-iest stuff in the world. (If you're new here, welcome, don't forget to hydrate, and also you can read all the old editions at the Installer homepage.) This week, I've been reading about Will Ferrell and Fabrizio Romano and Heather Cox Richardson, […]

It wasn't long ago that shooting with a super high-resolution camera meant making serious sacrifices for the sake of all those megapixels. Enter the A7R VI. Sony's latest flagship high-res camera is a 66.8-megapixel spec monster. In addition to its modest bump in resolution from the last-gen A7R V, it uses a new sensor and […]

One of the big tradeoffs with Xteink's pocket-friendly e-readers is a lack of easy access to ebooks. On a Kindle or Kobo you can download tens of thousands of titles through each device's respective online bookstores, but with Xteink's devices you have to source DRM-free ebooks on your own. That's about to change, as the […]

With Spider-Man: Brand New Day behind us, and its reveal of Sadie Sink as Jean Grey, Marvel is finally ready to officially welcome the X-Men into the MCU. At the D23 event in Anaheim yesterday, the company revealed the cast for its upcoming, untitled X-Men film, which is scheduled to hit theaters on May 5th […]

I told myself I wouldn't buy an OhSnap accessory for my phone. Every one I'd tested was nice, but felt overpriced and slightly flawed. After I weighed in on the $40 Snap Grip 5 last year, I wound up sticking with my $25 Syncwire instead. But OhSnap's $50 Snap Grip Stand finally got me. To […]

The annual Disney fan event showed off the cast of Marvel’s X-Men movie, plus a new trailer for Avengers: Doomsday, and our first look at the VisionQuest TV show for Disney Plus. For Star Wars fans, there was a teaser trailer for season two of Ahsoka, plus a special look at Star Wars: Starfighter with […]

Season two of Star Wars: Ahsoka is still months away, but Lucasfilm still took the opportunity to tease it a bit at D23. The company dropped the first trailer for the new season ahead of its January 20th, 2027 debut. The clip shows a darker, witchcraft-filled take on the Star Wars universe, with Grand Admiral […]

As if you needed more reason to love Carly Rae Jepsen's "Call Me Maybe" beyond its pop perfection, it is also, according to lore, the genesis for Switched on Pop, one of the best music podcasts out there. Cohosts Nate Sloan and Charlie Harding obsessively dissect pop songs, from the theory behind their musical choices […]

Claude Code vs Cursor vs Windsurf in 2026: Which Agentic IDE Actually Ships Production Code This article was written with the assistance of AI, under human supervision and review. Most teams choose agentic IDEs based on demo videos and feature lists instead of production realities. The result is predictable: developers spend weeks integrating a tool that excels at autocomplete but fails at multi-file refactoring, or they adopt a terminal agent that automates brilliantly but breaks t...

I noticed GitHub profiles show a lot about code contributions, but not much about contributions through GitHub Discussions . So I built AnswerTrace . AnswerTrace analyzes public GitHub Discussions activity and turns it into a small SVG widget for your README. It currently shows: Accepted Answers Total Upvotes Top Community First Accepted Answer It can also update automatically with GitHub Actions. Usage - name : Generate AnswerTrace widget ...

Introduction For the past 10 days, I took part in the 10 Days of AI Voice Agents — #VoiceForBharat Edition challenge. During this challenge, I built an AI voice agent named Sadie. My goal was not just to make an AI that could talk. I wanted to build a voice agent that could understand users, remember conversations, use tools, make phone calls, connect users to humans, and hand conversations to specialist agents. This journey helped me understand that building a voice agent is much mo...

If you've only ever shipped linear-gradient(to right, blue, red) , you're using about one-third of what CSS gradients can do. There are only three functions, and the mental model for each is small. Here's the whole thing in one read. The one fact that makes everything click A gradient is not an image file. Per MDN , a <gradient> is a special kind of <image> that the browser generates at render time . So it: scales to any size without blurring (it's drawn...

Cloud computing is a fundamental pillar of modern network architecture, shifting infrastructure management from physical data centers to flexible, virtualized environments. This guide breaks down core cloud concepts, architecture models, service types, and operational characteristics aligned with CompTIA Network+ objectives. Virtualization and Network FoundationsNetwork Functions Virtualization (NFV)NFV replaces dedicated, proprietary hardware appliances (such as firewalls, load balancers, ...

Seed three events into an audit database, then reach past the application and change one row by hand: $ sqlite3 audit.db "UPDATE audit_log SET principal='attacker' WHERE id=2" $ trelix audit verify --db audit.db Audit chain TAMPERED — first divergent entry id: 2 $ echo $? 1 Delete the newest row instead and it still catches it, naming id 3, even though the surviving rows form a perfectly valid chain. Point it at something SQLite cannot open and it exits ...

This is a submission for Frontend Challenge - Comfort Food Edition, Perfect Landing What I Built Karachi Ki Raatein ("Karachi's Nights") — a single-page love letter to the street food that keeps my city awake after dark. Instead of a restaurant or a recipe box, I built it around a real pattern from home: Karachi basically runs on an unofficial food schedule. Maghrib means chai and something fried. Bun kabab happens standing up, mid-errand. Nihari is what you sit down for ...

I built and open-sourced PacketVoyage —an Agent Skill & MCP server that turns boring traceroute outputs into fascinating stories about physics, geography, and undersea cables. europeanplaice / packetvoyage MCP server & Agent Skill for educational network traceroute analysis, fiber-optic physics verification, and packet voyage storytelling 🚢 PacketVoyage Model ...

This is a submission for Frontend Challenge - Comfort Food Edition, CSS Art . Inspiration For my CSS Art submission, I wanted to create something that represents comfort food from South India — Masala Dosa . 🇮🇳 A crispy, golden dosa served with potato masala, coconut chutney, tomato chutney, and a warm bowl of sambar is more than just a meal. It's one of those dishes that immediately feels familiar and comforting. I decided to recreate the entire plate using HTML and CS...

This is a submission for Frontend Challenge - Comfort Food Edition, Perfect Landing What I Built For the Perfect Landing prompt, I built Masala Dosa House , a warm and modern landing page inspired by one of my favorite comfort foods — South Indian Masala Dosa . 🇮🇳 The idea was to create a fictional restaurant website that feels like stepping into a familiar neighborhood dosa spot. The landing page focuses on: 🍽️ Hero section featuring Masala Dosa 🥞 Signature d...

Every RAG tutorial I found looked like this: const chain = RetrievalQAChain . fromLLM ( model , vectorStore . asRetriever ()); const res = await chain . call ({ query : " what is this document about? " }); Twelve lines, a Pinecone key, a screenshot of it answering one question about one PDF, and a confident closing paragraph about "production readiness." I read four of them and still couldn't have told you what an embedding actually wa...

Somewhere in your codebase there is a line that looks like this: if ( user . plan === ' enterprise ' || user . tenantId === ' acme-corp ' ) { // ... } Nobody remembers who wrote the second half of that condition. It has been there for two years. It is almost certainly still load-bearing. Here is the thing I want to convince you of: that line isn't code. It's data, and it's stored in the worst possible place. Every conditional that encodes...

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