WendyOS - Open Source Physical AI Operating System
news
wendy.dev
IrregularChat: Purple Team
17h ago
WendyOS is an open-source, Apache 2.0 operating system and toolchain designed for “physical AI” and edge robotics development. It supports NVIDIA Jetson, Raspberry Pi, and headless Mac targets, with t
The article argues that enterprise AI is running into a cost crisis as companies shift from flat-rate subscriptions to token-based billing, where customers pay for each prompt or line of code generate
Datadog Security Labs describes how the Linux kernel’s Dirty Pipe vulnerability can be used to escape unprivileged containers and gain host-level root access in Kubernetes environments. Dirty Pipe let
GamersNexus reports that Bambu Lab sent a cease-and-desist letter to developer Pawel Jarczak over his open-source slicer project, OrcaSlicer-BambuLab, which converts 3D models into printable files. Pa
A critical 18-year-old vulnerability in NGINX has been disclosed, with a public proof-of-concept showing that it can lead to unauthenticated remote code execution (RCE). The flaw, tracked as CVE-2026-
OSINT Engagement Log
news
nfernoedge.github.io
IrregularChat: Research/PAI
1w ago
The content describes an **OSINT Engagement Log** interface for recording intelligence-gathering activities. It notes that **GitHub is not configured**, so entries will currently be saved **locally on
OSINT Engagement Log
news
nfernoedge.github.io
DEFCON
1w ago
The content describes an **OSINT Engagement Log** interface for recording intelligence-gathering activities. It notes that **GitHub is not configured**, so entries will currently be saved **locally on
Jeff Geerling criticizes Bambu Lab for undermining the open source “social contract” and for pushing users toward its cloud-connected ecosystem. He says he still uses a Bambu P1S printer, but only aft
Cyera Research reported a critical unauthenticated memory disclosure vulnerability in Ollama, tracked as CVE-2026-7482 with a CVSS score of 9.1. The flaw could affect an estimated 300,000 servers worl
RTMX | RTMX
news
rtmx.ai
IrregularChat: AI & Autonomy
2w ago
RTMX is presented as “the intent layer for agentic engineering,” designed to prevent AI from building the wrong thing by applying software engineering discipline to AI workflows. It acts as a contract
Stash — Persistent Memory for AI Agents
news
alash3al.github.io
IrregularChat: AI & Autonomy
2w ago
Stash is an open-source, MCP-native persistent memory layer for AI agents, built on PostgreSQL and pgvector. Its goal is to solve AI “amnesia” by letting agents remember users, projects, decisions, mi
mshamrai/yolov8s-visdrone · Hugging Face
news
huggingface.co
IrregularChat: AI & Autonomy
2w ago
The content describes the Hugging Face model **mshamrai/yolov8s-visdrone**, an **object detection** model based on **YOLOv8s** and trained for the **VisDrone** dataset. It supports detection of 10 cla
Python Release 26.1 introduces the Python install manager for Windows, released on March 31, 2026. It is designed to install and manage Python runtimes, and the traditional executable installer will s
The article argues that “security through obscurity” is not inherently bad, but only becomes a problem when it is the sole security measure. The author responds to a common criticism that obscurity is
The article examines why synchronous reinforcement learning (RL) training is inefficient at scale and how the open-source ecosystem has responded. In modern post-training, especially with long reasoni
Object Detection Datasets Overview
news
docs.ultralytics.com
IrregularChat: AI & Autonomy
3w ago
Ultralytics’ Object Detection Datasets Overview explains the dataset formats supported by YOLO models and how to prepare data for training. The main format is the Ultralytics YOLO dataset YAML, which
The article introduces **talkie-1930-13b-base**, a **13B “vintage” language model** trained on **260 billion tokens of pre-1931 English text**. Vintage LMs are designed to simulate conversations with
Semgrep reports that the PyPI package **lightning**—a widely used deep learning framework for training and inference—was compromised in versions **2.6.2** and **2.6.3** in a supply chain attack publis
OpenAI’s newly revealed Codex CLI system prompt for GPT-5.5 contains an unusual repeated instruction to “never talk about goblins, gremlins, raccoons, trolls, ogres, pigeons, or other animals or creat
Ghostty Is Leaving GitHub – Mitchell Hashimoto
news
mitchellh.com
IrregularChat: Tech
3w ago
Mitchell Hashimoto announced that Ghostty will be leaving GitHub after 18 years of using the platform daily. He described GitHub as a central part of his life, career, and open source work, saying it
An open source package with more than 1 million monthly downloads, `element-data`, was compromised after attackers exploited a flaw in the developers’ GitHub-based workflow. The vulnerability let the
Bitwarden CLI was compromised in a supply chain attack tied to the ongoing Checkmarx campaign, according to JFrog and Socket. The affected release was **@bitwarden/cli@2026.4.0**, which contained mali
EmDash is a new open-source CMS introduced as a “spiritual successor” to WordPress, built to modernize publishing for today’s web. Developed over two months with AI coding agents, it is written entire
FreeCAD: Your own 3D parametric modeler
news
freecad.org
IrregularChat: Fabrication
4w ago
FreeCAD is an open-source, cross-platform 3D parametric modeler designed for creating real-world objects of any size. Its parametric approach lets users easily modify designs, while its 2D sketching t
The article argues that AI is reshaping cybersecurity, but that the real story is not any single model like Mythos. Instead, the important breakthrough is the surrounding system: large compute, securi
Cybersecurity researchers at Forcepoint X-Labs have found that hackers are using **Indirect Prompt Injection (IPI)** in real-world attacks against AI assistants such as **GitHub Copilot**, **Claude Co
The article argues that current LLM pricing and business models are unsustainable. It points to recent signs of strain: Anthropic briefly removed Claude Code from its $20/month plan, apparently due to
Renovate Docs
news
docs.renovatebot.com
IrregularChat: Full Stack Dev
Apr 23
Renovate is an open-source tool for automated dependency updates across multiple platforms and languages. Its main purpose is to create pull requests that update dependencies and lock files on a sched
IVPN presents itself as a privacy-focused VPN service designed to reduce online surveillance, with a warning that VPN connectivity in Russia may be unreliable due to current restrictions. The company
SimpleX Chat - Invitation
news
smp8.simplex.im
IrregularChat: Tech
Apr 22
The content provides an invitation to join SimpleX Chat, a platform designed for secure communication. Users can connect by scanning a QR code using the SimpleX Chat app available on mobile devices. I
LILYGO’s T-Watch Ultra is an ESP32-S3-based smartwatch development board that builds on the earlier T-Watch-S3 Plus with a larger 2.01-inch AMOLED touchscreen, a bigger 1,100mAh battery, and an IP65 r
OpenMythos is an open-source PyTorch project that attempts a first-principles reconstruction of Anthropic’s undocumented Claude Mythos architecture. Rather than being a leaked or distilled model, it i
AirID RF Fingerprinting Dataset | GENESYS
news
genesys-lab.org
IrregularChat: Dragon, RF, Comms
Apr 19
The AirID RF Fingerprinting Dataset provides captured raw UAV transmissions designed to support deep-learning-based UAV identification using custom radio-frequency fingerprints. It includes over-the-a
SimpleX Chat - Invitation
news
smp12.simplex.im
IrregularChat: Tech
Apr 18
The content provides an invitation to join SimpleX Chat, a platform designed for secure communication. Users can connect by scanning a QR code using the SimpleX Chat app available on mobile devices. I
Qwen/Qwen3-TTS-12Hz-1.7B-VoiceDesign · Hugging Face
news
huggingface.co
IrregularChat: Fabrication
Apr 17
Qwen/Qwen3-TTS-12Hz-1.7B-VoiceDesign is a Hugging Face text-to-speech model from the Qwen3-TTS family, released in January 2026 under the Apache-2.0 license. It is a multilingual speech generation sys
Tailscale has introduced **tailscale-rs**, an experimental **Rust library** that brings the company’s “Tailscale as a library” concept to more programming languages. It is designed as a counterpart to
Researchers have uncovered a new malware campaign that hides malicious code on blockchains, making it difficult to remove once deployed. The attack began with fake freelance job offers on platforms su
Velxio is an open-source, self-hosted simulator designed for Arduino, Raspberry Pi, and ESP32 boards that operates directly in web browsers. It allows users to drag-and-drop components, connect module
Hermes Agent — An Agent That Grows With You
news
hermes-agent.nousresearch.com
IrregularChat: AI & Autonomy
Mar 31
Hermes Agent is an open-source autonomous software agent designed to enhance user productivity across various platforms, including Linux, macOS, and WSL. Unlike traditional coding assistants or chatbo
Chroma Context-1 is a 20 billion parameter agentic search model designed to enhance retrieval-augmented generation (RAG) by addressing the limitations of traditional single-stage retrieval pipelines.
The Cognitive Dark Forest | Rye blog
news
ryelang.org
IrregularChat: Tech
Mar 30
The blog post "The Cognitive Dark Forest" presents a thought experiment on the evolving landscape of the internet and its implications for creativity and innovation. The author reflects on their early
Create electronics the easy way | LibrePCB
news
librepcb.org
IrregularChat: Dragon, RF, Comms
Mar 26
LibrePCB is a free, open-source electronic design automation suite designed for users ranging from beginners to experts in electronics. The recently released version 2.0.1 emphasizes its ease of use,
microgpt
news
karpathy.github.io
IrregularChat: Research/PAI
Mar 26
The "microgpt" project presents a compact implementation of a GPT model encapsulated in a single Python file containing 200 lines of code, with no external dependencies. This script integrates essenti
rz01.org
news
rz01.org
IrregularChat: Tech
Mar 23
The blog post discusses the author's decision to migrate various online services and subscriptions from non-EU countries to EU-based providers, driven by concerns over global political situations and
In a creative exploration of DNS TXT records, Adam Rice demonstrates how to run the classic video game DOOM entirely from these records, leveraging DNS as an unconventional file server. DNS, primarily
In a creative exploration of DNS TXT records, Adam Rice demonstrates how to run the classic video game DOOM entirely from these records, leveraging DNS as an unconventional file server. DNS, primarily
Vite+ | The Unified Toolchain for the Web
news
viteplus.dev
IrregularChat: Full Stack Dev
Mar 15
Vite+ is a unified toolchain designed to streamline web development by managing the runtime, package manager, and frontend stack in one tool. It is free and open-source, licensed under the MIT license