#knowledge sharing
706 related articles
·3 min
HiClaw Open-Source Multi-Agent Collaboration System: A New Paradigm for Human-AI Collaboration Based on the Matrix Protocol
Deep dive into HiClaw, an open-source multi-Agent OS built on the Matrix protocol for transparent, controllable human-AI task coordination with Human-in-the-Loop design.
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·3 min
Deep Dive into LangChain's Social Media Agent Open-Source Project: Architecture, Features, and Practical Value
In-depth analysis of LangChain's open-source social-media-agent: content sourcing, AI curation, scheduled publishing, Human-in-the-Loop design, and LangGraph architecture.
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·2 min
Teach Skill Explained: An AI Tutoring Tool That Auto-Generates Interactive HTML Lessons
A detailed guide to installing and using the Teach Skill for Claude Code — an AI tutoring tool that auto-generates study plans, interactive HTML lessons, and tracks learning progress across subjects.
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·3 min
OpenAI Codex Deep Dive: Core Capabilities and Engineering Best Practices Guide
Deep dive into OpenAI Codex's core capabilities including multi-task parallelism, Agent Loop mechanism, and Specification-Driven Development (SDD), with learning resources and advanced paths for mastering AI programming workflows.
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·1 min
Claude Code Chinese Manual: A Complete Guide from Installation to Hands-On Practice
A detailed Claude Code Chinese manual covering installation, core commands, hands-on demos, and troubleshooting to help developers quickly master this AI coding tool.
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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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·2 min
Model Router Prism Integrates Fable 5: 30% Cost Reduction Without Quality Loss
AI model router Prism announces Fable 5 integration, achieving up to 30% cost reduction per task without quality loss through per-turn intelligent routing and cache-aware technology.
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·3 min
From Tokens to Agents: A Deep Dive into the Core Logic Behind AI's Key Concepts
A systematic breakdown of core AI concepts — Token, RAG, Agent, MCP, Function Call — tracing the evolution from probabilistic text prediction to autonomous agents.
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·2 min
Coze Platform Beginner's Guide: Interface Features Explained & Hands-On Workflow Building
A detailed guide to Coze platform's core interface, template marketplace, plugin store, and workflow building to help beginners create AI agents and automated workflows.
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·3 min
Codex MCP Getting Started Guide: Configuration Methods and Practical Applications Explained
A detailed guide to Codex MCP (Model Context Protocol): core concepts, two server types, configuration methods, and practical applications to help developers get started quickly.
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·3 min
Pangu Skill: An Open-Source Project That Distills 18 Business Leaders into Callable AI Protocols
Pangu.skill is an open-source project that distills 18 top business leaders' cognitive patterns into callable AI protocols, enabling 24/7 decision analysis.
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·3 min
Erste Group's AI Transformation in Practice: How a European Bank Balances Compliance and Innovation
Erste Group's CPO shares real-world AI transformation lessons: connecting customer data from day one, dual-track strategy, serving the neglected 80%, and rapid iteration under European banking regulations.
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·3 min
Fixing Tool Confusion: A Practical Method to Make DeepSeek v4 Outperform Opus
Deep dive into DeepSeek v4's Tool Confusion problem and its deterministic fix. Repair Logic dramatically improves open-source model tool call accuracy, outperforming Claude Opus 4.7 in practice.
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·1 min
OpenAI Codex Profile Card Upgrade: Theme Matching and Virtual Pet Display Features Explained
OpenAI Codex profile share cards now feature automatic theme matching and custom pet display, enhancing social sharing and user engagement.
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·4 min
Claude + Trae IDE with Yakit: Automated Penetration Testing via MCP in Practice
Learn how to use Claude LLM with Trae IDE and MCP protocol to orchestrate Chrome browser and Yakit for automated penetration testing, covering setup, agents, and vulnerability detection.
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·2 min
GPT-Rosalind: A Detailed Look at OpenAI's AI Model Built for Life Sciences
OpenAI launches GPT-Rosalind, an enterprise AI model for life sciences. Integrating GPT-5.5 agentic coding and tool use, it covers drug discovery, molecular design, data analysis, and experimental workflows.
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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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·2 min
Launching on the App Store for Under $120: A Full Cost Breakdown of AI-Powered Development
Develop an app with AI coding tools and publish it on the App Store for as little as $99. A detailed breakdown of Apple Developer fees, servers, domains, AI tools, and compliance costs.
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·2 min
Free Grok Image Generation Tools Tested: In-Depth Analysis of Third-Party Platform Capabilities and Security Risks
Hands-on testing of third-party free Grok image generation platforms, analyzing data privacy risks and business logic, with recommendations for using Grok via official channels like X and grok.com.
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·1 min
WWDC Keynote Preview: Complete Siri Overhaul, Major AI Upgrades, and System Performance Optimization
Apple's WWDC keynote set to unveil major system updates including a completely overhauled Siri chatbot, more compelling AI features, and significantly optimized OS performance.
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