#tool-calling
862 related articles
Tutorials·3 min
Hermes Agent Orange Book: A Practical Guide to the 3600+ Star Open-Source AI Agent Framework
A deep dive into Nous Research's Hermes Agent open-source AI framework and the community Orange Book guide covering tool calling, reasoning, multi-Agent collaboration, and more.
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Deep Dives·4 min
Deep Dive into Claude Code Source Code: A Complete Guide to Agent Loops, Context Engineering, and Architecture Design
Deep analysis of Claude Code's source architecture: Agent loop mechanism, context engineering strategies, tool system design, and permission controls. Based on the viral GitHub project how-claude-code-works.
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Tutorials·3 min
Dissecting a 10K-Star Open Source Project: The Complete Practical Guide to Agent Context Engineering Skills
Deep dive into the 15K-star GitHub project Agent-Skills-for-Context-Engineering, covering context engineering fundamentals, multi-agent architecture patterns, and production-grade Agent system best practices.
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Deep Dives·3 min
AI-Assistant Open Source Project Analysis: Building a Local AI Agent with the Anthropic API
Deep analysis of the open-source AI-Assistant project built on Anthropic Claude API for local AI Agents, covering architecture, use cases, security, and agentic AI trends.
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Deep Dives·3 min
ApexUIBridge: A UI Automation Framework That Lets AI Agents Control Windows Desktop Applications
Deep dive into ApexUIBridge, an open-source AI agent automation framework built on FlaUI and Windows UI Automation API, enabling UI exploration, semantic description, and interaction with desktop apps.
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Deep Dives·2 min
Computer Agent: An Open-Source Rust AI Desktop Agent That Automatically Controls Mouse, Keyboard, and Browser
Computer Agent is an open-source AI desktop agent built in Rust that controls terminals, browsers, mice, and keyboards via natural language. Explore its features, architecture, and security.
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Deep Dives·2 min
OS AI Computer Use: A Cross-Platform Open-Source AI Desktop Automation Tool Explained
OS AI Computer Use is an open-source AI desktop automation tool supporting Windows, macOS, and Linux with OpenAI and Anthropic API compatibility. Learn about its features, architecture, and safety tips.
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Product Reviews·2 min
LobeHub Open Source Project Deep Dive: How a Multi-Agent Collaboration Platform is Reshaping AI Workflows
Deep dive into LobeHub's open-source multi-agent collaboration platform, covering core features, technical architecture, and industry trends. Learn how this 75K+ Star GitHub project redefines human-AI collaboration through Agent team design and multi-agent coordination.
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Product Reviews·3 min
Deep Dive into CowAgent: What's Behind This 44,000-Star Open Source AI Assistant?
Deep dive into CowAgent, a GitHub project with nearly 44,000 stars. Explore its task planning, multi-platform integration, multi-model support, and how this LLM-powered AI assistant serves as both personal helper and enterprise digital employee.
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Product Reviews·2 min
AgentSys Open-Source Framework: 49 Agents Automating Everything Beyond AI Coding
AgentSys is an open-source AI Agent automation framework with 20 plugins, 49 Agents, and 41 skills that integrates with Claude Code, Cursor, and other AI coding tools to automate project management, testing, deployment, and more.
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Tutorials·2 min
awesome-llm-skills: Cross-Platform AI Agent Skill Library Guide & Resource Collection
Explore awesome-llm-skills, an open-source curated list of AI Agent skills compatible with Claude Code, Codex, and Gemini CLI, with resources and best practices for Agent workflows.
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Tech Frontiers·3 min
Osaurus: A Native macOS Offline AI Agent Framework — 5,000+ Star Open Source Project Deep Dive
Deep dive into Osaurus — a native macOS AI agent framework supporting fully offline operation, persistent memory, cryptographic identity, and arbitrary model integration. Built with Swift and C for Apple Silicon. 5,100+ GitHub stars.
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Deep Dives·2 min
Open Multi-Agent: A TypeScript Multi-Agent Orchestration Framework with Automatic Task DAG Generation
Deep dive into Open Multi-Agent, a TypeScript-native multi-agent orchestration framework with automatic task DAG generation, MCP integration, live tracing, and only three runtime dependencies. 6000+ GitHub Stars.
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Deep Dives·3 min
754 Cybersecurity Skills Library: An Analysis of the Open-Source AI Agent Security Capability Map
Anthropic open-sources 754 structured cybersecurity skill definitions across 26 domains, mapped to MITRE ATT&CK and 4 other frameworks, compatible with 20+ AI platforms for standardized AI Agent security capabilities.
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Tech Frontiers·3 min
Strands Agents: An Open-Source SDK for Building AI Agents in Just a Few Lines of Python
Strands Agents is a trending GitHub project using model-driven design to let developers build AI Agents in just a few lines of Python. Learn its philosophy, use cases, and advantages over LangChain.
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Research·2 min
UK AI Safety Institute Evaluates GPT-5.5: Cybersecurity Capabilities on Par with Claude Mythos
UK AISI evaluates GPT-5.5 cybersecurity capabilities, finding vulnerability discovery on par with Claude Mythos — but GPT-5.5 is already publicly available, raising new security concerns.
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Product Reviews·4 min
RuoYi-AI Open Source Framework: A One-Stop Solution for Java Enterprise AI Application Development
A deep dive into RuoYi-AI, a Java-based enterprise AI development platform supporting multi-vendor LLM integration, RAG knowledge bases, and agent orchestration. 5,200+ Stars on GitHub.
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Product Reviews·3 min
Artificial: A Go-Based Framework for Orchestrating Claude Code and Multiple AI Coding Assistants
Artificial is a Go open-source multi-agent orchestration framework that unifies Claude Code, OpenAI Codex, Cursor Agent, and local models for parallel AI coding workflows.
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Product Reviews·4 min
RuoYi-Vue-Pro Deep Dive: A 37K Star Enterprise-Grade Java Full-Stack Development Platform
Deep dive into RuoYi-Vue-Pro: a 37K Star enterprise Java platform built on Spring Boot + MyBatis Plus + Vue, with multi-tenancy, workflows, CRM, ERP, and AI modules.
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Product Reviews·3 min
awesome-LLM-resources: Deep Dive into a GitHub 8000+ Star LLM Resource Collection
Deep dive into GitHub's 8000+ star project awesome-LLM-resources, covering AI Agents, model training, MCP protocol, multimodal generation and more across 10 core LLM directions.
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