#read-only agent
133 related articles
·3 min
The Complete Guide to Claude Code: Installation, Workflows & Advanced Tips
Complete guide to Claude Code: installation, agentic loop principles, the Explore→Plan→Code→Commit workflow, CLAUDE.md configuration, context management, MCP connections, and Hooks automation.
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·2 min
GitHub Copilot SDK Deep Dive: Core Features and Practical Guide
Deep dive into GitHub Copilot SDK: Agent Loop, Hooks lifecycle control, Custom Agents orchestration, Skills modules, and local model integration for AI app development.
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·4 min
Codewell Hands-On Review: Is This Terminal AI Coding Assistant with Nearly 40K GitHub Stars Actually Worth It?
Hands-on review of Codewell (formerly DeepSeek2E), the open-source terminal AI coding assistant with nearly 40K GitHub stars. Supports 25 LLM providers, local models at zero cost, and MIT license.
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·4 min
Codex + Claude Code Dual-AI Collaboration: An Engineering Approach to Write-and-Review
A detailed guide to Codex CLI and Claude Code collaboration: write-and-review pattern, file-driven workflows, unified check scripts, and Git Worktree parallelism.
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·3 min
Claude Code's Hidden Advantages Explained: Design Choices Every AI Coding Tool Should Copy
Deep dive into Claude Code's leading design in agentic coding: skill script execution, CLAUDE.md imports, remote control, dynamic workflow orchestration, and why Cursor, Codex and others should adopt these features.
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·4 min
Codex Hands-On Tutorial: From Installation and Configuration to Enterprise-Level Project Development
A complete guide to OpenAI Codex covering installation, CLI interaction, agents.md design, Rules governance, MCP protocol integration, and multi-agent collaboration, with a hands-on RAG customer service project.
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·4 min
Claude Code Beginner's Guide: From Installation to Real-World Development
Step-by-step guide to installing Claude Code, connecting domestic LLMs like Qwen, DeepSeek, and Xiaomi MiMo via CC Switch, with hands-on demos of batch file processing and e-commerce site development.
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·3 min
Antigravity 2.0 In-Depth Review: A Multi-Agent Collaboration Platform Powered by Gemini 3.5 Flash
In-depth review of Google's Antigravity 2.0 desktop Agent app, testing Gemini 3.5 Flash code generation, scheduled task automation, and dynamic Sub-agent parallel collaboration features.
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·4 min
Getting Started with Codex Desktop: Connecting DeepSeek and Running Your First Project Task
Beginner's guide to Codex Desktop: from installation to connecting DeepSeek via CC Switch, to running your first complete project task with practical tips.
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·3 min
AI Coding Efficiency: A Complete Methodology for Writing Effective Skill Specifications
A deep dive into writing Skill specifications for AI-assisted coding, covering template design, script selection for complex orchestration, and six standardized elements to constrain Agent behavior.
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·4 min
Claude Code Codex Plugin Integration: A Practical Guide to Dual-AI Adversarial Review for Better Code Quality
Learn how to install and configure the Codex plugin in Claude Code, leveraging dual-AI adversarial review to uncover code vulnerabilities across seven attack surfaces.
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·2 min
ZeroStack: An In-Depth Look at the Rust-Based Minimalist Coding Agent That Uses Only 16MB of RAM
In-depth review of ZeroStack, a Rust-based coding agent using only 16MB RAM. Analyzing its file I/O, multi-model support, permission controls, and ideal use cases.
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·3 min
The Complete Guide to DeepSeek TUI: Installation, Configuration, and Hands-On Use of a Terminal AI Coding Agent
A deep dive into DeepSeek TUI: the terminal AI coding agent with chain-of-thought visualization, million-token context, and multi-task parallelism. Covers installation, configuration, and real-world use cases.
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·2 min
Xiaomi MiMo Code Goes Open Source: How Cross-Session Memory Is Changing AI Programming Collaboration
Xiaomi's MiMo Code is an open-source terminal programming Agent with cross-session memory and multi-Agent collaboration. Explore its memory system, self-evolution mechanism, and how it differs from Claude Code.
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·1 min
Antigravity SDK Hands-On: The Google Agent Runtime Behind 20 Lines of Python
Deep dive into Google's Antigravity SDK: its binary runtime architecture, key differences from Pydantic AI and LangGraph, installation pitfalls, and practical edge-case recommendations.
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·4 min
MCP vs Function Calling: Core Differences and Selection Guide
Deep dive into 3 core differences between MCP and Function Calling: coupling, interaction breadth, and security. Learn why AI needs a unified protocol and how to choose the right approach.
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·2 min
OpenAI Codex Parallel Tasks in Practice: Multi-Task Concurrent Execution Tips and Best Practices
A detailed guide to OpenAI Codex Cloud parallel task execution, covering isolated container principles, concurrent UI component generation demos, merge conflict handling, and maintaining human review in AI programming.
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·2 min
Claude Code Dynamic Workflows: A Complete Guide to Six Patterns and Ten Scenarios
Deep dive into Claude Code's dynamic workflow mechanism covering Agent, Parallel, and Pipeline functions, six orchestration patterns, and ten real-world scenarios with cost control tips.
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·2 min
The Right Way to Use Claude Code Sub-Agents: 3-5 Beat 100 Every Time
Deep dive into Claude Code Sub-Agent mechanics: from 5 built-in Agents to custom configs, comparing ECC, Superpowers, and GizTech community solutions.
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Tutorials·2 min
Practical Guide to Claude Code Plan Mode and Auto Accept Mode
A detailed guide to Claude Code's two core features: Plan Mode and Auto Accept mode, with a dark mode implementation demo showing efficient and safe AI-assisted development.
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