NVIDIA's B300 is the GPU everyone is asking about. So on October 2, 2026, we ran a live test to find out what is actually available to rent on demand right now. An autonomous agent surveyed four suppliers for multi-GPU B300 capacity, then requested, paid for, and received a machine in USDC on Base. No account, no API key, no human intervention. Here is exactly what it found.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass GET OUT is a local AI app designed to help people spend less time on their screens and more time in the real world. The idea is simple: The best AI session is the shortest session. Instead of keeping users inside a chatbot, GET OUT gives them one real-world mission and then gets out of the way. The user chooses: ⏱️ Time: 10 minutes, 30 minutes, 1 hour, or 2+ hours The local AI then generates exactly one physical mission based on those choices. For example: You have 30 minutes.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass I built the Touch Grass backend as a Python-based API that connects the frontend with the application's core services and data. Touch Grass uses Gemma to create short outdoor activities based on the time you have. It gives you a simple quest, works offline with demo data, and encourages you to put your phone away and go outside. 🌱 Example: 30 minutes → walk → find a flower → sit quietly → find something blue → return. ### Key Features Built a structured backend API using Python.
I am a developer of https://www.photopea.com, a popular photo editor that runs in a web browser. Many people are asking AI models to take the Javascript code from my website, remove all ads from it, and they publish such a "new product" on Github for everyone to download. There exist tens of such repositories on Github. I want my website to be the only source of a stable version of my program Photopea. I even received emails from people complaining about something in Photopea, and it took several emails to figure out that they are not using Photopea.com (so it ruins my reputation a little).
Article URL: https://citizenlab.ca/toronto-based-vpn-provider-plans-to-quit-canada-over-lawful-access-bill/ Comments URL: https://news.ycombinator.com/item?id=49982471 Points: 17 # Comments: 1
The identity of a pseudonymous online mathematician known as Cleo has been documented on Wikipedia. Cleo gained recognition for providing concise, elegant solutions to complex integration problems on Stack Exchange. The mathematician's contributions were celebrated within the online math community for their clarity and ingenuity. This event highlights how anonymous experts can build significant reputations in digital forums.
Article URL: https://www.zohaib.cc/blog/smartest-claude-code-feature Comments URL: https://news.ycombinator.com/item?id=49981905 Points: 23 # Comments: 6
Hello i am build the Trash to Treasure is an offline AI-powered cleanup coach that helps users identify and properly dispose of waste using their phone or laptop camera What I Built: Explains the core loop: Go Outside to Spot Litter to Snap Real Photo to Local AI Classifies to Pick Up Safely to Log Real Impact to Pocket Phone & Keep Walking. Step-by-step user walkthrough from opening the camera to real-time on-device classification, confirmation checkbox, and confetti impact summary. Details the Two-Layer Decoupling Architecture: Highlights the strict zero-state initialization and cryptographi
Part of the Meicut Engineering series — how we build an in-browser media toolkit. The encoding command — ffmpeg -i in.mp4 -c:v libx264 -crf 23 out.mp4 — is well documented. What is rarely discussed is the engineering that turns this single command into a service: where encoding runs, how long-running jobs behave, how concurrency is bounded, and how output is matched to the user's stated goal. This post covers those decisions. The first architectural decision is the execution environment.
A few months ago I kept running into the same complaint from creators: Threads has no download button. You see a video you want to keep — your own clip, a tutorial, something inspiring — and the app just doesn't let you save it. https://threadsdownloader.fastinstadl.com if you want to see it. Here's what building and running it taught me. A web tool beats an app for single-purpose utilities I briefly considered building a mobile app.
If you've built a website template, UI kit, or starter theme, the next question is simple: There are dozens of options, but they don't all serve the same purpose. *Here are the platforms worth knowing. ThemesMotion — ThemesMotion is the best starting point if your priority is getting your templates and UI work discovered. It showcases website templates, UI kits, websites, and design work across ecosystems such as Framer, Webflow, WordPress, Figma, React, and Next.js. Best for: Template creators, UI designers, Framer creators, Webflow designers, and developers.
Ouroboros — the recursive dev loop, a walkthrough Built by Daniel Krydynski, with Kiko. A harness that lets AI agents github.com/danielKrydynski/ouroboros. One attribution up front, because it matters: **Hermes is Nous Research's * I run my own local AI setup on top of Most "AI writes code" setups are a single prompt: you ask, it answers, you system that The loop has five stages: Scout — an LLM role that audits the repo and proposes tickets (bugs, refactors, missing tests, docs). It doesn't write code. It writes work orders.
A friend in Riyadh once told me he kept three different apps on his phone just to double-check prayer times. Every app showed slightly different numbers, and nobody could explain why. That conversation became a side project: a single, trustworthy, bilingual website for Riyadh prayer times. The result is now live, and the build taught me a lot about astronomy math, Arabic typography, and pragmatic WordPress development. Here is the full story.
"How much of the world are you willing to destroy to create the world you want?" Our team — Alt F4 — built this as our submission for Hacker House Goa 2026 in collaboration with Wispr Flow. And we decided to break every rule we set for ourselves. No game engine. No Unity. No Godot.
mcpgawk is live on Product Hunt — see the launch and leave your take You approve an MCP server once. Your agent trusts it from then on. But the server is an npm package, and most install lines are unpinned. The next launch after a release runs the new version. Nobody asks you again.
Adversa AI handed GitHub Copilot CLI an encrypted instruction, the key, and a polite note asking it to decrypt. The agent's own code runtime did the rest. Static filters read text; this payload was never readable until it was already running. Your content filter just cleared a malicious instruction. It read every word of it, checked it against every pattern, and passed it.
*This is a submission for the I built TouchGrass AI, a lightweight open-source AI-powered web app that helps people step away from their screens and spend time outdoors. Live Demo: https://touchgrass-ai-demo.vercel.app 🌱 TouchGrass AI A tiny AI-inspired activity generator that turns screen time into real-world time. How are you feeling? Energetic Relaxed Bored Stressed Curious How much time do you have? 10 minutes 30 minutes 1 hour 2+ hours Who are you with?
Description A local-first birding journal that turns trail recordings into BirdNET detections and AI-written notes, without uploading your audio. Post Content This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass. Trail Notebook is an offline field journal for people who want to remember the sounds of a walk without spending the walk looking at a screen. The idea is simple: record birdsong while outside, put the phone away, and analyze the recording afterward. BirdNET identifies candidate bird calls.
1. The Siren Song of Universal Protocol Normalization Every backend engineer who builds an LLM proxy experiences the same architectural epiphany: "Why maintain three separate routing engines when I can parse incoming payloads into a single universal struct, mutate the model name, and serialize them into whatever vendor schema the target API expects?" [Claude Code] ───(Anthropic JSON)───> [Unified IR] ───(OpenAI JSON)───> [DeepSeek/OpenAI] This pattern—formalized in popular libraries like LiteLLM and adopted by countless multi-agent proxies—looks elegant on paper. It promises an $O(N+M)$ adapte
Article URL: https://www.manifold.security/blog/do-models-consider-morality-malware Comments URL: https://news.ycombinator.com/item?id=49981455 Points: 8 # Comments: 1