Date: 2026-08-23 | Generated: 20:00:49
Real-time AI at scale is harder than it looks. Pipelines that hum along in development routinely hit problems in production. The post Why real-time AI at scale is so hard appeared first on The New Stack.
Q Developer is a free extension that lets a coding agent read a project, propose changes, and run commands on The post One pull to wipe them all appeared first on The New Stack.
In the first article in this series, I discussed how the Open Mainframe Project (OMP) and its open-source framework, Zowe, The post The open mainframe: the keystone of the end-to-end digital enterprise appeared first on The New Stack.
On July 16, the team at Hugging Face noticed something weird moving through their production systems: An intruder that was The post Securing sandboxes: What happens when AI agents escape containment? appeared first on The New Stack.
The artificial intelligence landscape has reached a pivotal inflection point. Over the past several years, the paradigm has shifted from The post Six identity capabilities for securing autonomous AI agents appeared first on The New Stack.
A coding agent with access to your entire repository does not necessarily understand your system better. It may understand less. Because a large repository may contains obsolete code, and decisions that were never written down. Giving an agent more files increases the amount of text it can inspect, but this does not guarantee it will identify the constraints that matter more. The better design is a context packet a small, versioned, machine-readable description of the system. The packet compleme...
We run ~100 LLM agents unattended on local models. Last week we found one document that had been rewritten 245 times in 5 days — every attempt rejected. A sibling document: 225 times. Combined, about 470 wasted generations, all burned on the same two files. Here is the autopsy, with the actual numbers. The loop Our pipeline is simple: a producer agent writes a document, a reviewer agent checks it against a contract (minimum length, required sections, no placeholder junk), and rejected work goes ...
We Fixed the Eval Platform: The TypeError That Took Down Three Benchmark Pipelines At 3 AM, Sentry lit up with TypeError: Cannot read property 'map' of undefined. Three benchmark pipelines crashed. Not a memory leak, not a segfault, but a race condition hiding behind a TypeError, turning a high-stakes eval run into chaos. Here is how we resolved it, with no fluff. The Root Cause: Async Data Meets Blind Faith in .map() The error trace pointed to evaluator.ts:42, where .map() assumed inputData.met...
When you run multiple agents across Claude, ChatGPT, and Cursor, each one starts from scratch unless you manually paste context into every session. OzBrain solves this by exposing a shared knowledge substrate that agents read and write through the Model Context Protocol (MCP). The system routes context so agents see only what they need, and teams avoid explaining the same facts to every new agent instance. The Show HN post drew 85 points and 50 comments because the problem is real: production mu...
It was the final ten minutes of a high-stakes client presentation. I was mid-sentence, explaining a complex system migration, when my phone erupted with a loud, aggressive ringtone. The room went silent, but my phone did not. I scrambled to silence it, accidentally hitting the volume buttons while fumbling with the screen. That moment of pure, unadulterated embarrassment followed me for days. It was not the first time this had happened, but it was the time I decided I had finally had enough of r...
La forma del problema Un directorio es una superficie: el miembro lo abre y adivina. Un recomendador es una superficie de empujar: el sistema propone y tiene que justificarse. La justificación es la parte difÃcil, y es donde vive la estadÃstica. Tres restricciones hicieron esto distinto de un recomendador de contenido: El item es una persona con capacidad finita. Un hilo se le puede recomendar a diez mil personas. Un experto no. Una mala recomendación es cara de los dos lados. Quien pide desperd...
Finding software is easy. Finding the right software is not. Search for almost any category—email marketing, CRM, productivity, design, or AI—and you will find hundreds of options. Every product presents itself as the best choice, while many comparison articles repeat the same features without explaining which users each tool actually suits. That problem inspired me to build PickTool, a platform for discovering and comparing AI and SaaS tools. PickTool is still evolving. I am currently improving...
Originally published on tamiz.pro. The field of AI agents has moved rapidly from single-model executors to complex multi-agent orchestration. But after running 157 agent deployments across diverse task domains, one pattern emerged with striking consistency: planning quality predicts success far better than execution speed or model size. This isn't just theoretical—it's a practical lesson that's reshaping how engineers architect agent fleets, giving rise to what we're now calling Orca-style agent...
Every night my Mac quietly rewrites my long-term memory. Not metaphorically — a shell script drains that day's Claude Code conversation logs into an Obsidian vault, commits them to a private repo, and leaves a briefing on my desktop. It took three real outages to make it reliable. This is the script, the three failures, and the design that came out of them. Why This Setup Works Claude Code's "memory" disappears by default Claude Code sessions are independent of one another. The root cause of a b...
Originally published on hexisteme notes. A user complaint sent me into a caption pipeline: "the subtitles cut to two words in places where the sentence doesn't make sense." The fix I shipped for that complaint introduced a second bug, one word narrower and easy to miss, because the code that measured whether a line of text would fit reproduced an assumption about the text that the code drawing the line didn't share. Every test passed the whole time. I only found it by watching the rendered video...
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Wrote a bit about the `unlikely` and `likely` macros in the Linux codebase. Great little exploration into tiny optimizations that everyone should know more about 😄 submitted by /u/chaobang [link] [comments]
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Take-Two is racing to halt a series of GTA VI leaks from an entity known as "Cyberleek" that may have access to a playable build of the game.
From its aesthetic inspirations to how its co-op only gameplay differs from similar games that came before it, here’s everything to know about Orbitals.
From the latest and greatest indie games, to older titles, and even emulation, all can be played on hardware as cheap as $150 if you're willing to be a savvy shopper.
Gaming has never been more expensive. We're here to investigate why, and help you play more while spending less. Welcome to GameSpot Cheap Week. Fewer and fewer games emphasize couch co-op these days, as we've moved to an increasingly online world that often assumes if you're playing video games with your friend, you're doing it in two different locations over the internet. That's all well and good, but it also means that in most cases, you and your friend both need to own a copy of a game in or...
From its cinematic influences to its expansion of the series’ iconic soul-sucking mechanics, here’s everything to know about Onimusha: Way of the Sword.
Gaming has never been more expensive. We’re here to investigate why, and help you play more while spending less. Welcome to GameSpot Cheap Week. In this video, we look at how getting a library card is better than having an Xbox Game Pass or PlayStation Plus subscription.
Matt Webster Founder and CEO of Fuse Games breaks down Star Wars Galactic Racer Multiplayer. Learn more about Multiplayer Tour, Podracing Tour, the vehicles you can use and customize and much more.
One of the most infamous and controversial items in Call of Duty is the Riot Shield. Some love it. Some hate it. Well, it's back in Call of Duty: Modern Warfare 4, but with a few key changes. With MW4's beta now live, we're seeing the game in action and learning more about it. This includes new details on the Riot Shield, including how it's now destructible. Not only that, but the new Riot Shield can be placed on the ground to allow players to create their own cover, wherever they are. What's mo...
The Bethesda Game Studios union continues to advocate for labor rights in the games industry.
Suteki Da Ne hasn't lost any emotional weight since 2001.
Old game, new timeline.
The voice of Noctis in Final Fantasy 15 takes us on a road-trip through his Steam library.
Find some friends to take walk with in one of the best puzzle games in recent memory.
Help or hinder BG3's vampire elf as he tangles with a Bastellus in A Dream of Silence.
Nothing but scrap.
Stray Dog: Nobody Cares asks the question: "What if you were Great Grey Wolf Sif?"
While a digital twin does not necessarily replace a systems integrator, it can help manufacturers evaluate robots and plan applications, says RoboDK. The post Use a digital twin to explore automation before committing capital appeared first on The Robot Report.
The addition of physical AI to the workforce requires more key performance indicators than throughput, according to the president of HireArt. The post Robots don’t run themselves: The workforce powering physical AI appeared first on The Robot Report.
Improvements in AI, satellite navigation, and machine vision are helping robotic lawn mowers spread in the U.S., writes Sunseeker's founder. The post The technology that could bring robot mowers to one in two American lawns appeared first on The Robot Report.
Roby Lynn explains how R2 Labs bridges PLCs, robots, and AI to unify fragmented manufacturing systems. The post How software-defined manufacturing fits into real factory operations appeared first on The Robot Report.
A mysterious new AI model called Ox Alpha has driven certain corners of the internet into a frenzy of speculation.
The Dutch Data Protection Authority is fining Uber €825 million in the second largest penalty issued under Europe’s GDPR.
Linkdaze's smart digital calendar stands out for not putting its features behind a paywall, including an AI meal planner tool.
Welcome back to TechCrunch Mobility — your central hub for news and insights on the future of transportation.
Flock Safety faces a growing public outcry over concerns that its surveillance technology could be misused.
Most published authors have, without their knowledge or consent, contributed to the development of the same AI tools that threaten to undermine their livelihoods. That seems illegal, right?
Flipkart's quick-commerce venture is delivering 1.1 million to 1.2 million orders a day, nearly triple its November volume.
In the HBS Foundry program, AI avatars provide feedback during practice pitches and board meetings.
On the latest episode of Equity, we wonder why the DOJ is investigating startup board seats.
Built by DeepMind alumni, British AI lab Inherent released Faraday, an AI agent whose ability to replicate scientific papers could be a stepping stone for innovation.
It’s been over a decade and two console generations since GTA V came out, and its sequel is still a work in progress. GTA VI has faced multiple delays, with developer Rockstar Games bumping back its predicted release date twice, first to May 26th, 2026, then again to November 19th, 2026, a full year after […]
Jane Schoenbrun's latest film, Teenage Sex and Death at Camp Miasma, is making a splash in theaters right now. So it seems like the perfect time to revisit their first film, We're All Going to the World's Fair. I fell in love with this film when I first saw it at Sundance in 2021. We […]
This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more on GTA VI and the state of the video game industry, follow Andrew Webster. The Stepback arrives in our subscribers' inboxes at 8AM ET. Opt in for The Stepback here. How it started Four years ago, fans […]
I remember having a Spirograph as a kid and being obsessed with it. Its geometric patterns are hypnotic and gorgeous. I also love generative music composition. So bringing those two things together in a browser tab, I'm hooked. Musical Spirograph is a relatively simple concept. A set of points dash around the screen according to […]
W. Kamau Bell is one of those people who has always just seemed to be there. From Totally Biased, to Politically Re-Active, United Shades of America, and We Need to Talk About Cosby, his blend of comedy, social commentary, and political activism has helped him stand out. He's won a Peabody and four Emmys, been […]