#multi-agent IDE
1429 related articles
Deep Dives·4 min
From Copilot to Agentic AI: A Complete Guide to Multi-Agent Collaboration Architectures
Deep dive into AI's four-stage evolution from Chat to Agentic AI, covering multi-Agent architectures, ReAct framework, and MCP protocol for developers.
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Deep Dives·4 min
From AIGC to AI Agent: Core Strategies and Practical Guide for Multi-Agent Development in 2025
Deep analysis of AIGC vs AI Agent differences, covering multi-agent system architecture, task orchestration, hallucination control, with developer skill roadmap and career outlook.
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Tech Frontiers·3 min
LangGraph Multi-Agent Company Research Tool: A Practical Guide to Open-Source AI Due Diligence
Deep dive into the open-source company-research-agent: LangGraph multi-agent architecture + Tavily search + dual-LLM collaboration for automated company due diligence and competitive intelligence.
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Tutorials·3 min
Hermes Agent Chinese Guide: 16 Volumes, 300K Words from Beginner to Multi-Agent Orchestration
Deep dive into hermes-agent-guide: a 16-volume, 300K-word Chinese manual covering installation, memory systems, skill ecosystems, multi-Agent orchestration, and enterprise deployment.
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Tech Frontiers·3 min
Swarm IDE: Open-Source Multi-Agent Collaborative Development Environment with 1500 Stars for Agent Orchestration
Swarm IDE is an open-source IDE for Agent Swarm multi-agent collaboration, supporting Kimi-2.5, GLM-4.7 and more models with visual orchestration, debugging and management capabilities.
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Tutorials·3 min
Claude Code Hooks: A Practical Guide to Multi-Agent Monitoring and Observability for AI Coding Assistants
A deep dive into Claude Code Hooks' Hook event tracking mechanism and architecture, covering multi-agent real-time monitoring, behavior auditing, and troubleshooting for complete AI coding assistant observability.
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Deep Dives·3 min
Ruflo Open-Source Framework: Claude Multi-Agent Orchestration Platform Architecture and Practical Guide
Deep analysis of Ruflo open-source multi-agent orchestration platform, covering swarm intelligence, RAG integration, Claude Code native support, and comparisons with LangGraph and CrewAI.
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·3 min
Coze Fully Explained: Building AI Teams Through Multi-Agent Collaboration
Deep dive into ByteDance's Coze platform: multi-Agent collaboration, project management, skills store, and programming workflows to help you build your own AI agent team.
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·3 min
Rust Behavior Tree Library Bonsai Surpasses 100K Downloads: From Game NPCs to NASA Robots
Rust behavior tree library Bonsai hits 100K downloads on crates.io, powering Titanfall 2 game bots and NASA Lunabotics space robots after four years of open-source development.
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·2 min
Zetik: An AI Intelligence Staff Team in Your Pocket to End Information Anxiety
Zetik is an AI multi-agent intelligence tool that delivers key insights 24/7 from podcasts, papers, code, tweets & news through a four-step intelligence cycle, giving everyone their own advisory team.
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·2 min
bb: A Self-Building AI Programming IDE with a New Approach to One-Prompt Feature Extension
bb is a self-building AI programming IDE supporting Claude Code, Codex, and other multi-agent backends. Extend features with one prompt via auto-generated Skills and multi-provider orchestration.
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·2 min
Why Ollama Cloud GLM Frequently Interrupts in OpenCode and How to Fix It
Developers report Ollama Cloud GLM models randomly stop responding in OpenCode. Analysis of streaming timeouts, stop token issues, and practical solutions.
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·3 min
Munder Difflin: Building a Virtual Office of AI Clones to Work for You
Munder Difflin is an open-source multi-agent orchestration framework that organizes coding agents like Claude Code and Codex into a virtual office team for 24/7 autonomous operation.
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·2 min
Hoplite: Move Your Local AI Coding Agent Environment to the Cloud with One Click
Hoplite is a cloud AI coding Agent infrastructure tool that migrates local Agent environments to the cloud with zero reconfiguration, enabling parallel multi-Agent execution, instant previews, and iMessage remote prompting.
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·3 min
AI Agent Development Learning Roadmap: A Complete Three-Phase Guide from Zero to Production
A complete three-phase AI Agent development roadmap: Python basics & LLM fundamentals, five core capabilities (planning, tool use, memory, reflection, context optimization) with LangChain/LangGraph, and hands-on RAG projects.
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·3 min
A 4-Week Roadmap to Getting Started with AI Agent Development from Scratch
A complete 4-week learning roadmap for AI Agent development from scratch, covering core theory, ReAct paradigm, multi-agent collaboration, Prompt optimization, and hands-on projects.
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·2 min
Coze Beginner's Tutorial: Understanding the Relationship Between Agents and Workflows
Learn Coze agent development from scratch. This beginner's tutorial uses a home renovation analogy to explain Agents and Workflows, with a hands-on demo of creating your first agent.
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·3 min
Open-Source Model Showdown: NVIDIA, Meta, and Alibaba Release in the Same Week — Who Wins?
NVIDIA Nemotron 3.5 Lightning, Meta Muse Glimmer, and Alibaba Qwen 3.8 all launched in the same week. We compare speed, intelligence scores, and local deployment to find the best model for local Agents.
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·3 min
Customizing Open-Source Software with AI Coding Agents: No Programming Skills Required
Use AI coding Agents like Claude Code to add custom features to open-source software like Shotcut and OBS—no C++ skills needed. A complete guide from forking code to building and installing.
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·3 min
What Should AI Agent Audit Logs Record? Five Core Elements Explained
As AI Agents shift from advisors to executors, traditional audit models fail. Learn the 5 core elements of AI Agent audit logs: session context, tool calls, permission decisions, delegation events, and approvals.
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