#real device testing
635 related articles
Tech Frontiers·3 min
Analogue 3D Firmware Update Adds Memories Save States: A Major Upgrade for the FPGA Retro Console Experience
Analogue 3D adds Memories save states via firmware update, enabling save/load at any point in N64 games. A deep dive into FPGA implementation challenges and what this means for retro gamers.
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Tutorials·4 min
Codex + Ollama Local Deployment Guide: Build a Free AI Coding Assistant at Zero Cost
Step-by-step guide to deploying Codex with Ollama locally for a free AI coding assistant, covering hardware checks, Ollama setup, model downloads, and full integration configuration.
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Tutorials·3 min
Codex Installation & Setup Guide: From Subscription to Installation to Real-World Use
Step-by-step guide to installing and configuring OpenAI Codex CLI, covering ChatGPT Plus subscription options, macOS installation, credit management, and real-world project testing.
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Product Reviews·3 min
Trump Mobile Phone Not Shipping? Can You Trust a 'Patriotic' Brand That Can't Even Get the Flag Stripes Right?
Trump Mobile has failed to ship review units for weeks, and its promo materials may have the American flag stripes wrong. A deep dive into its delivery crisis and trust issues.
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Product Reviews·3 min
DeepAgent In-Depth Review: An AI Agent That Controls Your Computer for $10/Month — Is It Worth It?
In-depth review of DeepAgent's Computer Use Agent: tested across property search, Excel dashboard building, and flight comparison. Is this $10/month AI agent platform worth it?
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Product Reviews·3 min
VS Code AI Toolkit 2.0 Deep Dive: Agent Builder + Free Access to GPT-5
Deep dive into VS Code AI Toolkit 2.0 major update, covering Agent Builder, MCP tool integration, batch testing, model evaluation, and a complete guide to using GPT-5 and Claude for free via GitHub Models.
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Industry Insights·3 min
Personalized Health Tech: The Promises and Pitfalls of Wearables and the Quantified Self
A deep analysis of personalized health tech: from smartwatches and genetic testing to CGMs, revealing the data anxiety, lack of scientific validation, and commercial conflicts behind consumer health products.
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Tutorials·4 min
Gemini CLI Installation & Configuration Guide: Getting Started with Google's AI Terminal Programming Assistant from Scratch
Complete guide to installing, configuring, and using Google Gemini CLI. Covers Node.js setup, npm global installation, Google account authentication, and project context analysis to help developers get started with this AI terminal programming assistant.
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Tutorials·2 min
MailOZ Virtual Email Review: A Complete Guide to Registering Cursor and Other AI Coding Tools
A hands-on review of MailOZ virtual email for registering Cursor, Windsurf, and Augment. Covers email generation, verification code delivery, inbox management, and key risks.
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Tutorials·3 min
Mailoz v1.0.8 Update Explained: Complete Tutorial for Getting Free Cursor Pro Credits
Mailoz v1.0.8 released with Feedback Center, streamlined menu, and improved email stability. Learn how to use Mailoz temp email to get free Cursor Pro trial credits with full step-by-step guide.
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Tutorials·3 min
GPT-OSS Open-Source Model Local Deployment Tutorial: Real-World Performance and VRAM Usage Analysis
Complete guide to deploying OpenAI's open-source GPT-OSS model locally with Ollama. Real-world testing of the 20B version on RTX 4090 covering Chinese comprehension, logical reasoning, and VRAM usage analysis under MoE architecture.
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Tutorials·4 min
Whisper Local Deployment Guide: Step-by-Step Setup for a Free Speech-to-Text Tool
Step-by-step tutorial for locally deploying OpenAI Whisper speech recognition, covering Conda setup, PyTorch installation, model selection, and transcription operations with free SRT subtitle generation.
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Product Reviews·3 min
Gemma 4 Deep Dive: Running Google's Top-Tier AI Free and Offline
Deep dive into Google's Gemma 4 open-source AI: local deployment tutorial, head-to-head comparison with ChatGPT, and offline phone demo. Four model sizes from mobile to workstation, zero-code setup via LM Studio, fully private and forever free.
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Product Reviews·3 min
OpenAI Codex Desktop In-Depth Review: Skills System, Three Execution Modes & Hands-On Experience
In-depth review of OpenAI Codex Desktop: Skills system installation & customization, Local/Worktree/Cloud execution modes compared, workspace management & security controls for AI-powered development.
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Tutorials·4 min
OpenAI Codex Automated Registration Bot: Zero-Cost Deployment Tutorial
Complete guide to deploying OpenAI Codex automated registration bot at zero cost, covering three core components, proxy setup, free email configuration, and account sync to produce 200 accounts in 10 hours.
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Tutorials·4 min
Gemini CLI Tutorial: Free Million-Token AI Terminal Tool Installation & Hands-On Guide
Complete guide to Google Gemini CLI: installation, authentication troubleshooting, file batch processing, MCP browser automation, and AI coding. 1000 free daily calls with 1M token context window.
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Tutorials·4 min
UpCtl Technical Deep Dive: How Tmux + SSH Powers AI Agent Automated Deployment
Deep dive into UpCtl's technical implementation: Tmux Session management for stable AI Agent operation, SSH tunneling for hybrid cloud deployment, four-level knowledge base replacing vector database RAG, and Ticket workflows for automated dev-test-deploy pipelines.
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Tutorials·3 min
Vibe Coding in Practice: Building an AR SLAM System with AI Programming to Save $28K in Licensing Fees
AR entrepreneur uses Vibe Coding to build a custom SLAM system, replacing $5K-$20K/year commercial licenses. Full hands-on experience with AI-powered SLAM development and why most Vibe Coding projects fail.
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Deep Dives·3 min
Cursor Unlimited Refill Plugin: How It Works, Risks, and Better Alternatives
Deep dive into how Cursor's unlimited refill plugin works via multi-account rotation, its security and ban risks, plus compliant alternatives like Cursor Pro, API access, and multi-tool strategies.
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Tutorials·4 min
XiaoZhi AI + MCP Protocol + STM32: A Practical Voice-Controlled Smart Home Solution
A complete solution for XiaoZhi AI voice-controlling smart home devices via MCP protocol and STM32 dual-MCU communication, covering stepper motor control, peripheral switching, and MCP's embedded applications.
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