#Tally
4648 related articles
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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Tutorials·4 min
Claude Code Tutorial: Complete Guide to Installation, Configuration & Model Selection for Chinese Users
Complete guide to Claude Code installation, configuration for Chinese users, comparing DeepSeek V4 Pro, Tongyi Qianwen & Sonnet proxy APIs for cost-effective AI coding.
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Tutorials·3 min
Let AI Find Its Own Bugs: A Practical Guide to Fully Automated Code Review
A practical guide to fully automated AI Code Review through a 3D model generation project, covering checklist-driven review, layered verification, and distinguishing real bugs from false positives.
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Tutorials·4 min
STM32 Smart Car Development: Where Does AI-Assisted Programming Hit Its Limits?
A deep dive into an STM32F103C8T6 HAL library AI smart car course, exploring AI's real capabilities and three key limitations in embedded development, and the best practices for human-AI collaboration.
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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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Deep Dives·3 min
MCP Protocol Explained in 3 Minutes: The USB-C Standard for AI
A clear breakdown of MCP (Model Context Protocol): its core concepts, three standard primitives, real-world use cases, and ecosystem status. Learn how Anthropic's open-source unified tool integration standard is changing AI development.
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Tech Frontiers·3 min
Data Center Maps: Find Out Where the Data Centers Near You Are Located
The AI boom is driving massive data center expansion, with tech giants like Google consuming public land. Use data center map tools to see nearby facilities and understand their impact on land, energy, and communities.
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Tech Frontiers·3 min
Why Linux Developers Are Resisting OS-Level Age Verification: Colorado Bill Sparks Open Source Community Backlash
Colorado's SB26-051 bill requires OS-level user age collection. Linux developers push back hard, citing privacy risks, open source incompatibility, and threats to digital rights.
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Industry Insights·4 min
OpenAI's $3 Billion Windsurf Acquisition: The Real Reason They Didn't Choose Cursor
Deep analysis of OpenAI's $3B Windsurf acquisition: why not Cursor? How Windsurf's enterprise DNA, process data, and user mindshare fill OpenAI's gaps, while Cursor's $9B valuation reshapes the AI coding landscape.
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Tech Frontiers·3 min
OpenAI's $3 Billion Windsurf Acquisition: How Will It Reshape the AI Coding Tool Landscape?
OpenAI acquires AI coding tool Windsurf for ~$3B in its largest deal ever. Deep analysis of the deal's context, impact on Cursor and GitHub Copilot, and OpenAI's strategy to build an AI coding ecosystem.
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Tech Frontiers·4 min
Cognition's Acquisition of Windsurf: The Capital Power Play Behind a Weekend Lightning Deal
Cognition acquires Windsurf's core assets at lightning speed, gaining $82M ARR and hundreds of thousands of DAU. A deep dive into the OpenAI, Google, and Anthropic power plays reshaping the AI coding tool market.
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Tutorials·4 min
Browser-Use WebUI Installation & Configuration Guide: AI Browser Automation in Practice
A detailed guide on installing Browser-Use WebUI, configuring Gemini and DeepSeek models, with four practical demos including form filling, content summarization, and e-commerce data scraping.
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Tutorials·3 min
DeepSeek R1 + BrowserUse: A Free Open-Source Browser Automation Setup Tutorial
Learn how to build a free browser automation solution with DeepSeek R1 and BrowserUse. Includes Ollama local deployment, WebUI setup, and real-world tests rivaling OpenAI Operator.
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Product Reviews·3 min
GPT-5.5 Free Access Hands-On: A Multi-Model Aggregation Platform Review
Hands-on review of a free platform offering GPT-5.5 Syncing, Grok 4.2, Claude Opus 4.7 and more, covering multi-model switching, context memory, AI art, and risk warnings.
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Product Reviews·2 min
Hands-On with GPT-Image-2: One Prompt Generates Stunning Images — Where Does This Leave Designers?
In-depth testing of OpenAI's GPT-Image-2: from Japanese fashion lookbooks to photorealistic portraits, one prompt generates professional-grade designs. Exploring its impact on designers and deepfake concerns.
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Product Reviews·3 min
GPT 5.5 vs DeepSeek V4 Hands-On Comparison: Who Wins at Logic, Frontend Generation, and 3D Scenes?
Hands-on comparison of GPT 5.5 vs DeepSeek V4 across logic reasoning, frontend generation, and 3D scenes. Covers speed, code quality, visuals, and cost-effectiveness to help you choose the best AI coding model.
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Product Reviews·3 min
Aix-DB Open-Source Framework: A Multi-Agent Approach to Natural Language Database Querying
Deep dive into Aix-DB: an open-source multi-agent framework using LangChain/LangGraph and MCP protocol for natural language to SQL, data analysis, and visualization.
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Tech Frontiers·3 min
Microsoft Xbox Cloud Gaming Controller Leaked: Built-in Wi-Fi for Direct Cloud Connection, No Console Required
Microsoft's new Xbox cloud gaming controller revealed via Brazil certification—built-in Wi-Fi connects directly to Xbox Cloud Gaming servers, no console needed.
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Tech Frontiers·2 min
Mistral AI Named to TIME100 Most Influential Companies: The Rise of European Open-Source AI
Mistral AI named to TIME's 2026 TIME100 Most Influential Companies in the AI top ten. Explore how its open-source models and private deployment strategy make it Europe's flagship AI company.
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Tech Frontiers·3 min
Gemma 4 + DGX Spark: How Open-Source LLMs and Desktop-Level Compute Are Changing AI Development
NVIDIA and Google DeepMind jointly showcase Gemma 4's vision translation, long-context Q&A, and real-time code generation on DGX Spark, signaling the convergence of open-source AI and edge compute.
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