Date: 2026-08-16 | Generated: 20:00:40
Multi-tenancy has moved in one direction for 60 years: the tenant keeps getting smaller. Mainframe time-sharing carved a single machine The post Per-developer environments were the goal. Agents moved the goalposts. appeared first on The New Stack.
Iām Matt Burns, Chief Content Officer at Insight Media Group. Each week, I round up the most important AI developments, The post Grok 4.6 matched Fable 5 Max at an 85% discount. Downloadable models set that price. appeared first on The New Stack.
We started building OliverGraph to give teams and their AI agents shared context across GitHub, Slack, docs, and the other places where work happens. At first, we thought the main problem was retrieval. Company knowledge is scattered across GitHub, Slack, docs, tickets, and people so we could connect those systems and get the right context to the agent when needed. But we ran into another problem. Agent runs were becoming another place where important context lived. An agent also gets context di...
Here's the full flow the way I've built it, using Notify as the email API. The shape of this is the same regardless of which provider you pick ā generate a token, send a link, verify it on submit ā so most of this applies no matter what you're using; I'll flag the one part that's specific to Notify. The Flow, End to End User requests a password reset Your backend generates a secure, short-lived reset token Your backend stores a hashed version of that token Your backend sends an email with the re...
This is a submission for Weekend Challenge: Dog Days Edition What I Built PawSafe is an AI-powered web application that helps dog owners answer a simple but important question: "Can my dog eat this?" Users can enter the name of a food, upload a photo, or provide both. PawSafe then analyzes the information using Google's Gemini API and provides a simple safety assessment. The result is categorized into four levels: š¢ Generally Safe š” Use Caution š“ Not Safe āŖ Unable to Determine Along with the res...
Weāve all been there: staring at a delicious plate of pasta, trying to figure out if it's 400 or 800 calories. Manual tracking is a chore, and standard apps often fail at portion estimation. But what if we could combine Computer Vision, Multimodal LLMs, and Vector Databases to build an automated nutritionist? In this tutorial, we are building a state-of-the-art Multimodal Food Estimation Pipeline. By leveraging the Segment Anything Model (SAM) for precise boundary detection and GPT-4o Vision for...
I live on the Taghazout coast in Morocco - a strip of Atlantic between Agadir and Imsouane that's basically one long right-hand point break after another. Two years ago the only way to know if tomorrow was worth it was to check three different global forecast sites, none of which knew the difference between Anchor Point and the beach break 400m south of it. So I built taghazout.io. It now covers 20 named breaks, runs in 10 languages, and costs me nothing per month. Here's how it's actually put t...
Part of an ongoing series on model routing and trust tiering for agentic coding tools. This one's the boring, working half ā no bug hunt, just a setup that's been running clean across two machines. The problem Claude Code does one thing well: careful, scoped edits with a real plan-then-execute loop behind them, backed by a subscription you're already paying for. Not every task needs that. Exploratory reads, "summarize this directory," draft-and-discard scratch work ā most of that doesn't need th...
Originally published on tamiz.pro. Introduction Autonomous AI agents are transitioning from research prototypes to production-critical systems. As these agents gain the ability to act on behalf of usersāsending emails, executing trades, modifying code, or interacting with physical infrastructureāthe question of how they decide what to do becomes as important as what they do. The concept of a "Constitution" for AI agent runtimesāa formal, layered policy framework that governs agent behaviorāis em...
Every skill my AI setup learns lives in one folder on my laptop ā and none of it reaches the repo I created yesterday. That gap is why I built a weekly job that pushes my accumulated skills into every project on the machine. This is what it does, and the four failures I hit getting it to run unattended. Why this mechanism works Claude Code's ~/.claude/skills/auto/ is essentially a personal "habits library." Workarounds, completion criteria, and verification commands discovered mid-task get writt...
Intro AI Avatar is a free app where your VRoid (VRM) avatar cheers you with all its might.š¤ It lives in your VS Code sidebar (reacts to Claude Code / GitHub Copilot) or browser side panel (reacts to ChatGPT / Claude). Animations and speech bubbles all run without AI too. This time I have three main topics. š¤Catbot Integration š¢AI Office šŗCat Mode Let's see how they are! Catbot Integration I was asked to collaborate with my DEV Community friend @annavi11arrea1 Catbot. Catbot is A galactic robot c...
Every Hydrogen project I've worked on started the same way ā wire up a cart, build a PDP, add filters, then spend weeks on the "extras" that aren't really extras: wishlist, compare, quick view, proper i18n, RTL. After doing this enough times I decided to build it once and properly. ada ĆLAN is a Hydrogen storefront theme for fashion brands. It ships: ā An editorial design system (Cormorant Garamond + Plus Jakarta Sans, documented design tokens) ā Real i18n ā English, French, Arabic with full RTL...
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I recently discovered that Pony's still alive. I had discovered Pony a few years ago while browsing tech forums. Its focus on memory safe & lock-free MT was interesting. I kept up with the weekly development for a brief period but then kind of forgot about the language until recently when I rediscovered it when I was chatting about Crystal's MT. I just wanted to share the latest blog post here in case someone else remembers this language. Looks like the development has been progressing steadily....
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Nobody likes popovers, everyone makes them anyway. This makes them a Tolstoy kind of thing -- there are a handful of tricks that make them better, and an infinite number of ways to mess up. submitted by /u/Odd-Tell9763 [link] [comments]
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Star Wars Zero Company takes place right at the end of The Clone Wars, my favorite period in Star Wars' huge timeline. That conflict begins with the Battle of Geonosis in Attack of the Clones and concludes with the deaths of the Separatist leaders in Revenge of the Sith, but a vast majority of the galaxy-spanning war is covered in the seven seasons of Star Wars: The Clone Wars. As such, Zero Company makes several references to the earlier seasons of the TV show that debuted in 2008. The biggest ...
Let me get this straight: I play a lot of the best fighting games. I enjoy playing them. I am not good at the genre. Anything online requires me to adapt to players far beyond my skill level, and itās almost pointless for me to attempt to reach that level. I just donāt have the time or patience to do it, but that doesnāt mean I canāt praise a game when it smashes it out of the park. After waiting for almost a decade for Injustice 3, Marvel Tokon: Fighting Souls is keeping me occupied, and, to be...
As someone who talks about their fascination with space to an unhealthy degree, you can bet that Starfield was my most anticipated game for years. The first original IP from Bethesda Game Studios in over two decades, it looked like a sci-fi take on Fallout, offering a new universe to explore from the developer behind some of the best RPGs available. While it initially didnāt live up to my hefty expectations, itās now in better shape following multiple updates. Best of all, you can get it even ch...
We got an extended look at the trailer revealed at D23 that showcases more gameplay than the Coco reveal trailer. Get a glimpse of some gameplay featuring Mickey, Donald, Goofy and more.
A brand-new adventure awaits as the world of Disney and Pixar's Coco joins KINGDOM HEARTS IV.
Back when the game was seemingly 6v6, Sion had a beard, and the story revolved around "an antichrist of sorts."
Why does hearing it in public places feel soā¦ wrong?
The legendary game designer guides us through the games on his PC.
In it, the Three Caballeros will fight Bahamut. I'm kidding, but I can't imagine I'm that far off.
Use your smarts to locate enemies and meticulously plot firing solutions.
Make me use my noggin, please.
Though I'm not Karl Marx, just in case you're confused.
Frag your friends to mark three decades of Quake.
War Sails finally gets modding tools of its own.
A firm release date remains elusive, however.
Eyal Samuel Shachar, the CEO of Bioxtreme, says the growing synergy of robotics, AI, and human-centered care will improve patient outcomes. The post How robotics is revolutionizing stroke rehabilitation appeared first on The Robot Report.
Gunnar PĆ©tur Hauksson, the co-founder and COO at Treble Technologies, says robotics developers can't overlook the importance of hearing. The post Why robots that canāt communicate naturally wonāt be adopted appeared first on The Robot Report.
Protolabs CTO Marc Kermisch explains how AI, simulation, and design for manufacturing turn CAD files into production parts faster. The post How Protolabs turns CAD files into parts in under 24 hours appeared first on The Robot Report.
OpenRouter's CEO recently described the startup as Stripe for AI.
On the latest episode of Equity podcast, we discuss why not everyone is buying Zuckerbergās vision.
Dario Amodei is pushing back against the idea that he's been painting an overly pessimistic picture of AI.
Welcome back to TechCrunch Mobility ā your central hub for news and insights on the future of transportation.
The woman claimed that AI tools are "taking everyday life and turning it into child sexual abuse."
How will the watermarking actually work? Can it be hidden with editing? And how does this affect code?
AI coding startup Cursor is now officially a part of SpaceX.
A guide on how to check if hackers have broken into your accounts on the most popular AI platforms.
Fusion startups have raised $7.1 billion to date, with the majority of it going to a handful of companies.
PayPal is still reportedly negotiating a potential sale to Stripe and private equity firm Advent, as the fintech firm's new CEO attempts to turn the company around.
According to the Financial Times, OpenAI disbanded its preparedness team at the end of last month. The job of the preparedness team was to assess if models posed serious risks and develop ways to mitigate those risks. (You know, like the possibility that it could go rogue and hack another company.) According to FT, responsibility [ā¦]
"Breakups areā¦ tough." It's the opening lines of an interlude towards the end of DOOMED! Called "It Happens in Every Universe." It's also basically the thesis of the entire record. It's no grand revelation, but it's a well-trodden subject that Open Mike Eagle manages to mine for artistic gold. Eagle's subject matter is usually personal, [ā¦]
On Friday, Amazon customers received an email alerting them to an update to the site's terms and conditions. Most notably, it stated that disputes would now be resolved through arbitration and said users agree to a class action waiver. Amazon framed this as a "fast and efficient" way to resolve issues, but it notably would [ā¦]
ChatGPT's desktop app on macOS has a new feature called Computer History that turns your actions into training data, learning how you work, suggesting automations, and even picking up tasks you left half done. It uses your activity to build a timeline that ChatGPT and Codex can reference when you make a request. The feature [ā¦]
This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more on AI safety, follow Robert Hart. The Stepback arrives in our subscribers' inboxes at 8AM ET. Opt in for The Stepback here. How it started It all started in July, when one of OpenAI's autonomous AI agents [ā¦]