Data Debt in Production ML Pipelines: Detection and Remediation at Scale
Every machine learning team hits the same obstacle. A model performs well during training and staging, but after a few weeks of production, it begins to make nonsensical decisions. No one has altered any code. What has actually changed is the data.Data debt refers to...
Turning Apache DolphinScheduler Into an Agent-Friendly Workflow Platform
1. Why Do We Still Need a CLI? The Apache DolphinScheduler Web UI is well suited for designing, viewing, and monitoring workflows. However, when teams move toward automation, engineering teams still need additional capabilities: Batch disabling, updating, and...
A Reference Architecture for AI-Driven Healthcare Data Engineering
For most of the last two decades, enterprise data engineering in healthcare has been built around a simple premise: move data reliably from source systems to a warehouse, clean it along the way, and let downstream teams build reports on top of it. That model worked...
Your Five-Minute AI Film Does Not Need a 15-Beat Structure
A beat sheet built for a 90-minute feature does not shrink cleanly into a five-minute AI short. It has to be re-sized before you write a single scene, not after you have already generated one. I wrote a beat sheet for a Lost Garden episode the way I was taught:...
Omacom Foundation Launches with $8M
Article URL: https://omarchy.org/news/2026/08/omacom-foundation-launches-with-8-million/ Comments URL: https://news.ycombinator.com/item?id=49390132 Points: 11 # Comments: 2
Binance Launches Agent OS, Letting AI Agents Trade on Your Account With Limits You Set
In November 2024 an open standard for connecting AI models to outside tools was downloaded about a hundred thousand times in its first month. By March 2026 the same standard was being downloaded 97 million times a month. On Thursday the largest cryptocurrency exchange...
How Multi-Agent AI Closes the Test Coverage Gaps Humans Miss
How Multi-Agent AI Closes the Test Coverage Gaps Humans Miss Enterprise applications rarely have their business rules in one place. They're scattered across source code, API contracts, database schemas, configuration files, UI components, and — often — nowhere written...
Building an AI Chatbot with Gemini and Vercel Serverless Functions
A couple of months ago, I built an AI chatbot using React, Node.js, and Vercel Serverless Functions, which I have used in my web app. Here’s how I did it: Architecture overview UI component: a React chat widget where user can input and the response would be rendered....
US government lab is probing Chinese lidar for security vulnerabilities
The security review is being performed by the Idaho National Laboratory, and the research is being funded by a company -- or a group of companies -- in the electric and autonomous vehicle industries.
How I Built a Data Pipeline From Scratch Using Python
You spent three hours debugging a broken ETL script, your data is sitting in five different places in five different formats, and the stakeholder meeting is tomorrow morning. If you've ever stared at a pile of raw CSVs, API responses, and database dumps wondering how...
We have more details on Apple’s camera-equipped AirPods and they are pretty dang weird
Each earbud takes its own image, which is then synchronized for use by Visual Intelligence.
Your Screenplay Isn’t Too Vague for a Director, but It Is for an AI Model
I had a page from Lost Garden, my AI anime series, that read fine on paper. One line said the heroine was torn between trusting the stranger and running. Any script reader would get that instantly. A generation model turned it into a woman standing still, doing...
The B-right/V R2 Operating System
Article URL: http://tronweb.super-nova.co.jp/b-right-vr2intro.html Comments URL: https://news.ycombinator.com/item?id=49389491 Points: 4 # Comments: 0
Show HN: A desktop fly drawn to the scent of vibecode
It is a fork of https://github.com/DenisSergeevitch/desktop-fly, but with an important update.Now the fly can pick up the scent of the codebase with its neurons and fly straight to the source code of your B2B AI SaaS startup. It has learned to scan its surroundings...
SickKids children’s hospital bandages up careers website after intruder breaks in
Toronto’s Hospital for Sick Children, commonly referred to as SickKids, says the data of current and former staff, as well as job applicants, was exposed after an intruder exploited a security flaw in a third-party software application used by the hospital. SickKids,...
Walmart will finally accept tap to pay in stores by the end of 2026
Sam's Club will soon let you pay with your phone or smartwatch too.
c100
Article URL: https://caligra.com/c100/ Comments URL: https://news.ycombinator.com/item?id=49389392 Points: 6 # Comments: 0
There’s one big reason I’ll choose the Pixel 11 Pro Fold over the Galaxy Z Fold 8
It hit me while on vacation: The Pixel has something the Z Fold 8 doesn't, and it's a game-changer.
Building a Discrete Component 75 Baud Modem
These days, modems are pretty fancy bits of kit, what with to keep up with the speeds of cable, VDSL, and fiber connections. At lower speeds, though, it’s entirely possible to build a modem out of simple discrete components. [sv3ora] did just that, building a simple...
Can you use a satellite dish as a free TV antenna? It depends where you live
A satellite dish left by previous owners may yet have something to offer today. Here's what it can and can't do.
AI Slop Found in Over a Third of New Web Pages
Pew Research Center's newest study highlights a growing trend.
Pro-Trump board at Kennedy Center makes moves to return the president’s name to the facade
Rep. Joyce Beatty made an emergency request on Thursday that a federal court block the Kennedy Center from returning President Donald Trump’s name to the building.The Trump-aligned board at the Kennedy Center voted earlier this month to inscribe the president’s name...
In Other News: Zombie Card Attack, T-Mobile Cut Cable to Stop Hackers, GitHub Denies AI Caused Bug
Other noteworthy stories that might have slipped under the radar: Threema DDoS attack, Evooo1Bot Linux botnet, Crypto4A secures top-tier NIST certification. The post In Other News: Zombie Card Attack, T-Mobile Cut Cable to Stop Hackers, GitHub Denies AI Caused Bug...
Claudette: Make Claude Stop Talking Like a BuzzFeed Article
Article URL: https://github.com/adnanakil/nobuzz/blob/main/README.md Comments URL: https://news.ycombinator.com/item?id=49388752 Points: 3 # Comments: 0
AMD grabs more CPU share while pricier PCs punish desktop demand
The processor market is sending mixed signals, with server and mobile shipments rising while desktop CPU volumes decline amid higher system prices. Meanwhile, AMD's House of Zen has taken market share from Intel across every category. For Q2 2026, Mercury Research...
‘We let you down’: GitHub pledges to scale up before developers give up
GitHub's handwringing continued this week as CTO Vladimir Fedorov offered more detail about the August 17 outage – while carefully avoiding the word "sorry." The outage lasted 7 hours and 47 minutes and disrupted developers worldwide. Actions, pull requests, issues,...
Microsoft lets you swap New Outlook’s looks with the face of Outlook Classic
Microsoft is rolling out a setting that makes Outlook on the Web and New Outlook for Windows look and feel like Classic Outlook through a theme that tweaks the visual style and layout. "This update is designed to help users who are transitioning from classic Outlook...
$10K phishing kit claims it can plant rogue passkeys for persistent access to pwned accounts
A phishing kit for sale on Russian-language cybercrime forums claims it can enroll attacker-controlled passkeys on compromised accounts, providing persistent access after passwords are changed. Advertised at around $10,000 for the base package, with additional modules...
Microsoft sounds alarm as perfect-10 Entra ID flaw comes under attack
Microsoft has fixed a maximum-severity vulnerability in Entra ID that attackers were already exploiting in the wild. Tracked as CVE-2026-69836, the vulnerability carries the maximum CVSS score of 10.0 and could allow an unauthenticated attacker to execute code...
Hackers poison popular Rust crates to steal developers’ credentials
Hackers slipped malware into several popular Rust packages this week, turning routine software builds into a route onto developers' machines. The Rust Security Response Team disclosed the supply chain attack on Thursday after receiving a tip about a crate called...