#AI hardware control
1694 related articles
·1 min
Open-Source Train Simulator Controller DIY Guide: Hardware Build & Game Integration
A detailed guide on building a DIY train simulator controller with Arduino and open-source hardware, covering potentiometer input, USB HID protocol, and game mapping.
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·2 min
OpenAI Codex Micro Review: A Deep Dive into the AI Coding Dedicated Hardware Controller
OpenAI and Work Louder launch the Codex Micro custom control panel with voice input, analog joystick, and programmable keys designed for AI-assisted coding workflows.
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·4 min
Hardware-Level Phone AI Agent Control: Bypassing Software Restrictions with HDMI + USB HID
An open-source project uses HDMI capture for screen vision and USB HID to simulate touch input, enabling root-free, app-free hardware-level phone AI Agent control. Explore the principles, advantages, and limitations.
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Tutorials·4 min
Getting Started with MCP Protocol: A Practical Guide to AI-Controlled ESP32 Hardware
Learn MCP protocol fundamentals, function definition methods, and practical applications. Demo shows how AI LLMs control ESP32 hardware via semantic understanding using Mixly graphical programming.
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·3 min
Meta Muse Glimmer 30B In-Depth Review: Impressive Visual Understanding, Low Local Deployment Barrier
Meta Muse Glimmer 30B hands-on review: 29.6B dense model with Apache 2.0 license, impressive visual understanding, 128K context, runs on 24GB VRAM. Benchmarks, multimodal tests, and limitations.
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·2 min
AutoHDMI: Automatically Switch HDMI Input After Your TV Powers Back On
AutoHDMI is an Android TV/Google TV automation tool that auto-switches to your preferred HDMI input after power outages or reboots—no more manual switching.
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·2 min
Supercut: A Local AI Video Editor with Zero Uploads and Zero Sign-ups to Protect Your Privacy
Supercut is a privacy-first local AI video editor where all processing happens on-device. Features natural language editing, auto-zoom screen recording, auto captions, and 40 tools — free to start, no account needed.
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·3 min
Building Commercial-Grade Full-Stack Websites with Claude Code: From Landing Pages to Five-Figure Products
How to use Claude Code to build commercial full-stack websites with backend databases, user auth, and multimedia optimization using Supabase, ImageKit, MCP integration, and incremental development.
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·3 min
Hugging Face Reproduces 2,200 ICML Papers: AI Research Reproducibility Crisis Fully Exposed
Hugging Face attempted to reproduce 2,200 ICML papers, exposing the machine learning reproducibility crisis. Analysis of code gaps, fragile dependencies, and compute barriers with paths forward.
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·3 min
Designing a Hexapod Spider Robot from Scratch: Fusion 360 Modeling and Inverse Kinematics in Practice
A maker designs a hexapod spider robot from scratch in Fusion 360, tackling inverse kinematics, 18-servo gait planning, and mechanical design trade-offs.
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·3 min
Switchy: One-Click Switching of Magic Keyboard, Mouse, and Trackpad Between Multiple Macs
Switchy is a macOS menu bar tool that lets you switch Magic Keyboard, Trackpad, and Mouse between multiple Macs with one click—no manual Bluetooth re-pairing needed.
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·3 min
AI Real-Time Fight Scoring System: Skeleton Tracking Network Latency Issues and Optimization Strategies
Exploring network latency issues in AI real-time fight scoring skeleton tracking, analyzing latency causes, and providing optimization solutions including edge computing, motion prediction, and data dimensionality reduction.
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·3 min
The AI Coding Harness Wars: The Truth Behind Why the Same Model Runs 4x Slower
Deep analysis of the AI coding Harness wars: comparing CloudCode, OpenCode, Pi and others on speed, token consumption, model freedom, and cost—revealing why the same model can perform 4x differently.
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·3 min
Samuel's Checkers Program: The True Starting Point of Machine Learning
Arthur Samuel's 1950s checkers program first defined machine learning, pioneering evaluation functions, self-play, and parameter optimization—techniques that shaped AI from Deep Blue to AlphaGo.
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·3 min
DeepSeek's Official Curated Agent Repository: The Ecosystem Ambition Behind 5,500+ Stars
DeepSeek's official awesome-deepseek-agent repo curates Agent frameworks, toolchains & apps, earning 5,500+ Stars. We analyze its positioning and value for Agent developers.
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·2 min
GitHub Daily · August 16: A Dual Explosion of Localized AI and Edge Intelligence
GitHub Trending Aug 16: Localized AI explodes with unsloth's local training UI, needle's 14MB edge model, and ai-memory solving Agent long-term memory.
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·2 min
Building a Contract-Grade Verifier for AI-Generated GPU Kernels: Solving the LLM Code Trust Problem
Explore how contract-grade verifiers validate LLM-generated GPU kernel correctness, addressing trust issues like race conditions and out-of-bounds access in AI code generation.
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·3 min
Codex Linux Desktop Hands-On: An AI Programming Assistant More Beginner-Friendly Than CLI
Hands-on review of OpenAI Codex Linux Desktop: GUI lowers learning barriers vs CLI, inherits session configs, supports local models via Ollama, and adds scheduled tasks.
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·2 min
Is Building a Custom Game Engine Worth It? Lessons from Soup Raiders' Native Migration
Analyzing the case of Soup Raiders migrating from Web to a custom native engine—exploring performance gains, technical control, and the real costs of building your own game engine.
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·4 min
Evereader: An Open-Source Dual-Screen E-Book Reader Built by a High School Graduate
A high school graduate designed Evereader, a dual-screen open-source e-book reader based on ESP32-S3, using KiCad for PCB design with integrated lithium battery charging protection and USB-C flashing.
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