Arm Holdings plc launched the Arm AI Portal, a platform connecting more than 22 million developers and their agents to optimized AI software across the Arm compute platform spanning cloud, edge, and p…
Roboflow published a guide detailing how manufacturers should run computer vision inference at the edge rather than in the cloud, citing a standard cloud round trip of 100-300 ms, roughly 1.49 Gbit/s …
A solo developer reports that output-level inspection catches more meaningful failures than process monitoring in content pipelines, citing five silent degradation incidents with detection lags betwee…
Developer Sean Boult built a conference badge using the Badger 2350 e-ink device from Badgeware, programming it with Python and AI assistance from Codex to display QR codes linking to his LinkedIn and…
A developer known as Oblomovius built a physical dream machine for his wife using a spare Raspberry Pi, Blueprint, and OpenAI Codex, which captures her dreams upon waking, illustrates them, and sends …
A Hacker News user asks whether OpenClaw, an AI automation tool, is still worth exploring, noting they repurposed a 2017 Intel MacBook for always-on automation tasks. The user reports that Home Assist…
Raspberry Pi's LesionIQ project uses a Raspberry Pi-based machine learning system to aid in early detection of skin cancer by photographing skin lesions through a user-friendly interface. The system d…
Anthropic has unveiled the Model Hardware Standard (MHS), a research preview framework that standardizes how AI agents discover, connect to, and control physical equipment, potentially reducing hardwa…
Doormouse, a new open-source reverse proxy from developer darksworm, wakes sleeping servers via Wake-on-LAN when requests arrive, then suspends them after inactivity, cutting power use for homelab mac…
Hugging Face Inc. unveiled Microduck, a $400 singing, skating bipedal robot inspired by a duck, set to go on sale later this year. The robot, developed with Pollen Robotics, lets developers teach it n…
A developer who runs an AI agent named Eddie on a Raspberry Pi has set up the agent to manage his to-do list using Obsidian Headless, a new CLI tool in open beta, and Obsidian Sync, which costs $4 per…
A developer built and launched a hub of five developer tool APIs, including an AI prompt optimizer, JSON schema validator, formatter, converter, and text readability analyzer, hosted on a Raspberry Pi…
A developer built an AI-powered grocery assistant using a Raspberry Pi, integrating computer vision and natural language processing to identify items and suggest recipes. The project demonstrates how …
A home user managing 32 Raspberry Pis reports that using AI agents to automate fleet maintenance has eliminated tedious manual work, with devices now auto-updating and self-configuring network interfa…
A developer built a smart pill reminder system using YOLOv8 for semantic segmentation on a Raspberry Pi, with MQTT to trigger alarms and notifications. The system detects and identifies pills in real …
Igor Liska used an AI agent, Claude Code, to reverse-engineer the Canon PIXMA TS3300 printer's setup protocol, avoiding the vendor app and reconfiguring his network. The agent, running in a container,…
Jeff Geerling tested Raspberry Pi's CM5 Programming Jig, a tool designed to simplify flashing Raspberry Pi OS to multiple Compute Module 5 units, addressing the tedious process of plugging modules int…
A new arXiv study (2608.15693v1) finds that no single model compression technique wins across edge AI tasks, reporting that Qwen3.5 0.8B reaches 93.85 SQuAD F1 and 92 EM under Q5_K_M GGUF quantization…
ZDNet reports that AI-driven RAM shortages have pushed Raspberry Pi prices sky high, prompting users to repurpose old Android handsets as portable alternatives for their projects. The article outlines…
A developer built a minimal Security Information and Event Management (SIEM) system using Python, SQLite, and Telegram alerts, requiring less than 400 lines of code and no external infrastructure. The…