#Linux native testing
218 related articles
·3 min
Use Claude Code for Just ¥7.9: A Complete Guide to Affordable Alternatives with Chinese AI Models
Learn how to set up Claude Code with affordable Chinese AI model alternatives. Use providers like SiliconFlow and DeepSeek starting from just ¥7.9, with full environment variable configuration guide.
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·3 min
Complete Guide to Connecting Claude Code with Claude Opus 4 via Microsoft Foundry
Step-by-step guide to deploying Claude Opus 4 on Microsoft Azure Foundry and connecting it to Claude Code, covering resource setup, environment variables, and authentication.
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·3 min
CC Switch Tutorial: Connect Claude Code to Domestic Chinese LLMs Without a VPN
Step-by-step tutorial on using CC Switch to connect Claude Code to DeepSeek, Kimi, and other Chinese LLMs without a VPN or Claude account for low-cost AI coding.
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·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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·3 min
Hands-On AI Programming for Beginners: Three Projects to Take You from Zero to Launch
Learn AI programming from scratch with three hands-on projects: a full-stack website, cross-platform desktop app, and AI digital human agent using Cursor and Claude Code.
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·2 min
Claude Code Deep Dive: A Comprehensive Review of Code Accuracy, Context Understanding, and Automated Debugging
Deep dive into why Claude Code is called the strongest AI coding assistant — analyzing code accuracy, full project context understanding, and automated debugging vs. Cursor, Trae, and Copilot.
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·2 min
Hermes Agent Local Deployment Guide: An AI Assistant Framework with Built-in Coding Capabilities and Self-Evolution
A detailed guide to deploying Hermes Agent locally, covering built-in Cloud Code capabilities, self-evolving Skill generation, low token usage, multi-platform support, and WeChat remote control.
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·3 min
Complete Guide to Installing and Configuring Claude Code: From Environment Setup to Connecting Domestic Chinese LLMs
Complete beginner's guide to installing Claude Code, covering Git and Node.js prerequisites, environment variables, connection bypass, and connecting free Chinese domestic LLMs via Alibaba Cloud Bailian.
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·4 min
PeakCode Open-Source AI Coding Tool: An All-in-One Solution Combining Claude Code and Codex
PeakCode is an open-source AI coding tool combining Claude Code's engineering power with Codex's UX, featuring Web/desktop modes, plugins, Git integration, and automated Agent capabilities.
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·3 min
Six AI Coding Tools Compared: Claude Code and Cursor Lead the Pack
In-depth comparison of six AI coding tools in 2026: Claude Code, Cursor, Codex, Trae, Qoder, CodeBuddy. Analyzed across Agent capabilities, IDE experience, and team collaboration with scenario-based recommendations.
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·2 min
Getting Started with Claude Code: Installation, Setup, and Hands-On AI Programming
A complete guide to Claude Code: installation, setup, and comparison with Cursor, Copilot, and Trae. Learn how its full-project context understanding and auto-debugging make it a top AI coding tool.
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·3 min
Complete Hands-On Tutorial: Building a Base Converter with Trae + PySide6 from Scratch
A detailed guide on using Trae AI IDE with PySide6 to build a desktop base converter from scratch — covering prompt writing, code generation, testing, and EXE packaging.
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·3 min
rsync Hit by AI Code Invasion: 36 Commits Trigger Open Source Infrastructure Trust Crisis
After rsync maintainer used Claude AI for 36 code commits, incremental backup functionality broke. Alpine Linux and Debian discuss rollbacks, exposing deep tensions between AI code quality and open source maintenance.
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Tutorials·2 min
Firebase Functions Now Supports Dart: A New Era for Full-Stack Flutter Development
Firebase Functions now supports Dart, enabling shared code and business logic across frontend and backend. Learn about full-stack Dart, AOT compilation, deployment workflows, and current status.
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Tutorials·3 min
Cursor Beginner's Guide: Four AI Modes & Hands-On Project Demo
A detailed guide to Cursor AI's download, installation, interface layout, four AI modes (Agent/Plan/Debug/Ask), and a hands-on demo showing how beginners can generate complete projects using natural language.
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Product Reviews·3 min
6 Developer Tools Roundup: AI Coding Cost Tracking, Agent Virtual File Systems, and More
Roundup of 6 developer tools: CodeBurn for AI coding token cost tracking, Mirage virtual file system for Agents, Boring SSH tunnel manager, PeerTrace file tree renderer, DataTab font-based data visualization, and Flu TypeScript Agent framework.
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Tutorials·2 min
Gemma 4 Complete Guide: The Apache 2.0 Open-Source Agent Powerhouse
In-depth analysis of Google's Gemma 4 open-source models: 31B, 26B MOE, and 14B/12B benchmarks, deployment guides for all platforms, and MS-Swift fine-tuning tutorial for building local Agent workflows.
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Industry Insights·2 min
A Week of Seismic Shifts in AI: The Compute Race, Model Price Wars, and Robotics Breakthroughs
This week's AI highlights: Anthropic partners with SpaceX for compute, OpenAI launches GPT 5.5 Instant with fewer hallucinations, DeepSeek V4 challenges closed-source giants at 1/50th the cost, and Chinese humanoid robots stun.
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Product Reviews·2 min
AntiGravity + Opus 4.5 Real-World Test: The Best Alternative After Getting Banned from Claude Code
AntiGravity + Claude Opus 4.5 tested as the best alternative to Claude Code bans. Completes tasks GPT-5.2 failed, with generous Pro quotas.
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Product Reviews·2 min
AntiGravity + Opus 4.5 Hands-On Review: The Best Alternative After Getting Banned from Claude Code
AntiGravity now supports Claude Opus 4.5, offering a stable alternative to Claude Code without ban risks. Hands-on tests show it outperforms GPT-5.2 in real projects.
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