#open-source hardware
1423 related articles
·3 min
Claude Code Local Deployment: A Practical Guide to Connecting Local LLMs
Complete guide to deploying Claude Code locally with Ollama, LM Studio, or vLLM. Covers architecture, protocol translation, hardware requirements, and model selection for zero-cost, private AI coding.
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·4 min
Getting Started with Huawei Ascend C Operator Programming: Kernel Functions and Hands-On Development Guide
A systematic guide to Huawei Ascend C operator programming covering kernel functions, three-stage pipeline paradigm, API categories, and a hands-on AddCustom operator walkthrough.
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·4 min
AI Agent in Practice: Building a Commercial-Grade Programming Agent from Scratch
A deep dive into AI Agent development, from the core principles of perception-decision-action to a Vue3 auto-creation demo, covering LangChain, LangGraph, MCP, and the full tech stack.
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·3 min
What Is Claude Code? A Guide to Choosing Between Terminal Agents and Device Agents
Explore Claude Code's core strengths and two major AI Agent categories. Compare Terminal Agents vs Device Agents, learn why Claude Code leads enterprise AI coding, and how to pair it with DeepSeek.
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·2 min
GitHub Copilot Switches to Per-Token Billing: The End of AI Coding Tool Subsidies
GitHub Copilot shifts from flat monthly fees to per-token billing, potentially costing developers hundreds per day. Analysis of the change, industry trends, and open-source alternatives like Cline and Codex CLI.
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·3 min
CrewAI Multi-Agent Collaboration in Practice: A Complete Guide from Setup to API Service
A detailed guide to CrewAI multi-Agent collaboration covering core concepts, FastAPI service setup, and real-world comparisons of GPT-4o Mini, Qwen Max, and Llama 3.1.
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·1 min
iPadOS 27 Developer Guide: A Comprehensive Breakdown of Foundation Models Framework and Core AI
Deep dive into iPadOS 27's core developer updates: Foundation Models framework, Core AI on-device inference, Siri App Intents integration, PaperKit, and free cloud policy for small developers.
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·2 min
Marvell: The Hidden Giant Behind AI Infrastructure — Four Technical Aces Explained
Deep dive into how Marvell leverages UALink switch chips, CXL memory tech, custom ASIC foundry services, and silicon photonics to become an indispensable core supplier in AI infrastructure.
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·1 min
Ultimate Review of the Top 10 AI Coding Models: Who Reigns Supreme?
In-depth review of the top 10 AI coding models in 2026, comparing Qwen 3.7 Max, DeepSeek V4 Pro, Claude 4.5 Summit, GPT 5.5 and more across code generation, Agent collaboration, and long-context handling.
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·4 min
Cursor Deep Dive: Core Advantages and Use Cases of an AI-Native Programming Tool
Deep dive into Cursor's four core features, six-dimension comparison with traditional IDEs, and analysis of target users. Learn how this AI-native code editor redefines programming through natural language interaction.
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·2 min
AI Agent Full-Stack Development: Architecture Principles and Production-Grade Project Implementation Guide
A comprehensive guide to AI Agent full-stack development covering LangChain, LangGraph, MCP protocol, and LLM deployment, with a hands-on Vue3 project demo showcasing the perception-decision-action loop.
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·3 min
London Stock Exchange's AI Transformation: How 33PB of Data Powers Intelligent Financial Analysis
Deep dive into LSEG's AI transformation strategy — from integrating 33PB of data to MCP-powered ChatGPT access — revealing how financial institutions scale AI through evaluation frameworks, governance, and cultural change.
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·2 min
June 2 AI Industry Roundup: NVIDIA's 550B Model, xAI's Coding Model, and More Major Releases
June 2, 2025 AI roundup: NVIDIA's 550B Nimitron 3 Ultra, xAI Composer 2.5, Anthropic & ZhiPu IPOs, OpenAI's agentic OS prototype, and key advances in agents, compute infrastructure, and open source.
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·2 min
Apple Rarely Labels New Siri as Beta — What's Behind the Decision?
Apple has internally labeled the new Siri as Beta — an extremely rare move. This article analyzes the technical reasoning, waitlist mechanism, and the industry shift from perfectionism to iterationism.
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·3 min
OpenAI Researcher: Spec Documents Are the Real Code
OpenAI researcher Sean Grove argues code is only 10-20% of value—spec documents are the real source code. From Vibe Coding insights to model alignment, why writing specs will be the scarcest skill in the AI era.
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·3 min
CODESYS MCP Tools Explained: Configuration and Practice for AI-Driven PLC Programming
Detailed guide on CODESYS MCP Server architecture, 19 tool capabilities, IDE and AI client configuration, with traffic light and motion control program generation demos.
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·5 min
CherryStudio + MCP: Tutorial for Building Automated AI Agents and Local Knowledge Bases
Complete guide to building automated AI agents with Cherry Studio and MCP protocol, covering environment setup, MCP Server configuration, web scraping, Shell execution, and Ollama local knowledge base deployment.
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·2 min
Apple Executives' Secret Meeting Exposed: Admitting AI Lag, WWDC Counterattack Plan Emerges
Bloomberg reveals Apple executives held a secret meeting without Tim Cook, admitting they've fallen behind in AI. With WWDC 2025 approaching, Apple's counterattack plan against OpenAI and Google emerges.
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·2 min
AI Finishes Writing Code, Automatically Strikes a Gong to Alert You: Open-Source Physical Feedback Tool DAgent
A developer built a physical feedback device with chopsticks and a small gong that auto-strikes when AI finishes coding. Now open-sourced as DAgent, it also simulates IPO bell-ringing when creating new files.
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·3 min
Cursor vs Codex In-Depth Comparison: Where Should You Spend Your $200?
In-depth comparison of Cursor and Codex AI programming tools — their strengths, ideal use cases, and cost differences. Find out where your $200 is best spent.
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