#ARD protocol
2566 related articles
Product Reviews·2 min
Codex vs Claude Code: An In-Depth Comparison of Two Leading Coding Agents
In-depth comparison of OpenAI Codex and Claude Code across work modes, extension mechanisms, and security strategies to help you choose the right AI coding agent for your team.
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Product Reviews·2 min
Codex vs Claude Code with DeepSeek: Real-World Test Results — 5.7x Speed Gap, Stability Score 40 vs 100
Real-world benchmark comparing Codex and Claude Code with DeepSeek: 30 tests show Claude Code is 5.7x faster with a perfect 100 stability score vs Codex's 40.
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Industry Insights·2 min
How MCP Becomes a Deep Extension Point for Agent Platforms: Architecture Design and Practice
Deep dive into MCP protocol architecture in Agent platforms, covering MCP Proxy design, tool invocation for human-in-the-loop collaboration, permission integration, and advantages over Skill approaches.
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Tutorials·2 min
The Foundation of Agent Platforms: Practical Guide to Session Event Abstraction, Transport, and Storage
Practical guide to Session Event engineering in production Agent platforms: Universal Event abstraction, three-party streaming transport with fault tolerance, and PostgreSQL storage evolution.
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Tutorials·1 min
SourceCheck: Replace Copying with Citations to Build Verifiable and Trustworthy LLM Output
SourceCheck is an open-source tool that replaces bulk copying with metadata citation protocols, combining deterministic verification and self-correction loops to solve LLM hallucination problems.
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Industry Insights·1 min
AI Agent Developer Toolchain: Code Search, Diff Viewing & K8s Config Generation in Practice
Deep dive into AI Agent developer tools: Symbol code search saves 98% Tokens, plus Filess AMD local notes, K8s config generation, and more practical tools.
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Industry Insights·2 min
A Beginner's Guide to Vibe Coding: Make Money Building Software with AI — No Coding Required
Vibe Coding lets anyone build software with AI through conversation — no programming needed. Learn what it is, how to break down tasks, and how to make money building custom tools for small businesses.
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Tutorials·3 min
Figma MCP in Practice: Complete Tutorial for Connecting Design Files Directly to an AI Code Editor
Step-by-step tutorial on connecting Figma design files to the Antigravity AI code editor via Figma MCP, covering MCP setup, Access Token config, and verification.
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Industry Insights·2 min
AI Security Audit Reports Are Crushing the curl Project: An Existential Crisis for Open Source Maintainers
curl founder Daniel Stenberg reveals AI-driven security reports have surged to 4-5x 2024 levels, overwhelming open source maintainers with unprecedented pressure.
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Product Reviews·6 min
One API: An Open-Source API Gateway Managing 30+ LLMs Through a Single Interface
One API is an open-source LLM API gateway that unifies 30+ LLM providers including OpenAI, Claude, Gemini, and DeepSeek through an OpenAI-compatible interface. Features Key management, quota control, load balancing, and one-command Docker deployment. 32k+ GitHub Stars.
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Tutorials·1 min
Codex App Tutorial: Complete Guide from Installation & Configuration to Practical Tips
Complete guide to OpenAI Codex App covering download, MFA login setup, project management, session modes, agents.md configuration, and WorkTree features.
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Product Reviews·2 min
CodeGraph Real-World Test: Can a Code Graph Indexing Tool Actually Save Tokens? The Results Were Surprising
Real-world test of CodeGraph (20k Stars), a code graph indexing tool that replaces AI file-by-file scanning with local semantic graphs. Unity project comparison reveals higher costs but significantly better code quality.
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Tech Frontiers·2 min
AirTag Locates Stolen Property, But Owner Can't Get It Back: The Absurd Clash Between Technology and Law
A Portuguese user tracked a stolen $4,000 Apple display with AirTag, but police couldn't enter the private building to recover it due to legal restrictions.
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Tutorials·2 min
Cursor in Action: A Practical Guide to Avoiding Pitfalls When Shipping a Commercial Interactive Product in 8 Hours
Real-world lessons from shipping a commercial dry-ice Shader interactive product in 8 hours with Cursor AI — covering Rules config, debug techniques, and 30–50% efficiency gains.
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Tutorials·2 min
MCP Protocol Beginner's Guide: AI Model Context Protocol Architecture & Practical Integration
A detailed guide to MCP (Model Context Protocol) covering its three-layer architecture, ecosystem marketplace, and practical integration for connecting AI models with external tools.
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Product Reviews·3 min
One API: A Complete Guide to the Open-Source API Gateway for Unified Management of 30+ LLMs
One API is an open-source LLM API gateway with 32K+ GitHub Stars, supporting unified access to 30+ models including OpenAI, Claude, and DeepSeek. Complete guide covering Docker deployment, Key management, and load balancing.
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Tutorials·2 min
OpenClaw Skills Explained: The Core Skill Files for AI Test Case Auto-Generation
Deep dive into OpenClaw Skills: four core advantages including large-scale instructions, reusability, version control, and progressive loading for AI test case auto-generation.
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Tutorials·2 min
API Automation Testing Framework Design: From Principles to Practice
A deep dive into API automation testing framework design, covering Pytest encapsulation, unified parameter management, API data correlation, and assertion mechanisms.
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Tutorials·2 min
Hermes Agent Development in Practice: From Installation & Configuration to Lark Integration and Code Review
A practical guide to the Hermes enterprise AI Agent framework: installation, MCP protocol integration, Lark bots, news aggregation, and automated code review.
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Tutorials·2 min
Complete Guide to Connecting GPT-5.5 in Trae: API Proxy Configuration and Real-World Testing
Step-by-step guide to connecting GPT-5.5 in Trae IDE via API proxy, covering Base URL config, API Key setup, error troubleshooting, and real coding tests.
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