#AI agent protocols
596 related articles
Tutorials·3 min
From Programmer to Agent Developer: A Detailed Four-Stage Learning Roadmap
A systematic four-stage learning roadmap for programmers transitioning to AI Agent development, covering core theory, ReAct and classic paradigms, Prompt engineering, and hands-on projects.
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Tutorials·2 min
Five Core Differences Between Claude Code and Traditional AI Chat Tools
Compare Claude Code vs traditional AI chat tools like ChatGPT across 5 dimensions: interaction, context, execution, memory, and tool invocation to decide if this AI coding assistant is right for you.
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Tutorials·2 min
The Three-Layer Pyramid Model for Agent Development: From Beginner to Industrial-Grade Deployment
Deep dive into the Three-Layer Pyramid Model for Agent development, covering autonomous agents, collaborative multi-agent systems, and universal orchestration agents with a complete learning path from beginner to industrial-grade deployment.
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Tutorials·2 min
Huawei Hermes Agent Manual Explained: Five-Layer Memory Architecture and Multi-Agent Collaboration in Practice
Deep dive into Huawei's 100-page Hermes Agent manual: five-layer memory architecture solving AI amnesia, self-evolution loops for continuous optimization, and multi-agent collaboration engineering.
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Product Reviews·2 min
GPT-5 Codex Deep Dive: 93% Token Savings But Tool Ecosystem Still Needs Work
Deep testing GPT-5 Codex: 93.7% Token savings on simple tasks with deeper reasoning on complex ones. But UI quality drops, search is poor, and tool ecosystem fragmentation remains a major issue.
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Product Reviews·1 min
ECC: A Unified AI Programming Operating System for Claude Code, Codex, and Cursor
ECC (Enhanced Claude Code) is an open-source AI programming OS that unifies Claude Code, Codex, and Cursor through a five-layer architecture with 246 skills, 61 Agents, and selective installation.
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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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Expert Opinions·2 min
Anthropic Reveals: Core Methodology for Building More Powerful Claude Agents
Anthropic shares deep insights on building Claude agents, covering Claude Code SDK, multi-agent coordination, tool design principles, and Skills injection techniques.
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Product Reviews·3 min
Kuku Editor: Open-Source Local-First Markdown Note Tool, an Obsidian + Cursor Alternative
Kuku is an open-source Markdown editor built with Tauri, combining Obsidian's knowledge graph with Cursor's AI Agent editing. Local-first, lightweight, and high-performance.
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Product Reviews·2 min
AgentChat: An Instant Messaging Platform That Lets AI Agents Communicate Like Humans
AgentChat is a free instant messaging platform built for AI Agents, supporting one-on-one messaging, group chats, and contact management for cross-framework Agent collaboration.
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Product Reviews·2 min
Sendly Review: The First AI-Native SMS Platform with 5-Minute Integration
Sendly is an AI-native SMS platform designed for AI Agents with 5-minute integration. This review analyzes its positioning, technical features, advantages over Twilio, and market outlook.
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Product Reviews·2 min
BNA Code: An AI Programming Tool That Builds Full-Stack Mobile Apps with a Single Command
BNA Code is a CLI AI agent tool that uses a dual-Agent architecture to generate complete full-stack mobile apps with auth, database, and APIs from a single terminal command in minutes.
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Product Reviews·3 min
Illospace: A Full-Stack Collaborative Space Where Humans and AI Agents Share One Brain
Illospace is an open-source collaborative workspace where AI Agents and team members share memory and a Team Brain, with built-in databases, cron jobs, and canvas-based UI.
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Product Reviews·2 min
FlowMarket: How an AI Agent Social Network Is Reshaping B2B Transactions
FlowMarket is an AI agent social network that auto-generates B2B leads via Agent-to-Agent matching. A deep dive into its core mechanics, market positioning, and potential impact on B2B sales.
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Product Reviews·2 min
Forge Component Library: 100+ React Components That Let AI Build Complete Pages with a Single Prompt
Forge is a React component library designed for AI programming, with 100+ production-grade UI components that let AI assistants build complete pages from natural language prompts.
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Product Reviews·2 min
Basedash MCP Server: An AI-Powered Business Intelligence Platform Driven by Natural Language
Explore Basedash MCP Server's Skills feature and AI-native BI capabilities. Learn how to create dashboards via natural language, reuse business instructions, and enable SQL-free data visualization.
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Product Reviews·2 min
Phrony: An All-in-One Infrastructure Platform for AI Agent Production Deployment and Operations
Phrony is an infrastructure platform for AI Agent production deployment, offering multi-Agent orchestration, human-in-the-loop escalation, audit trails, and anomaly detection.
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Product Reviews·2 min
Open Finance MCP: An Open-Source Tool That Lets AI Assistants Read Your Bank Data Directly
Open Finance MCP is an open-source tool by Brazil's Cumbuca that connects bank data to ChatGPT and Claude via MCP protocol for natural language financial analysis.
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Product Reviews·2 min
Claude Code v2.1.141 Update Analysis: From AI Coding Tool to Engineering Workbench
Deep analysis of Claude Code v2.1.141 updates covering notification feedback, plugin HTTPS install, workspace isolation, and CWD filtering—revealing the shift from model competition to engineering experience.
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Expert Opinions·2 min
Karpathy on the Future of Programmers in the AI Era: Outsource Thinking, But Not Understanding
OpenAI co-founder Karpathy explains why taste, judgment, and deep understanding remain irreplaceable for programmers in the AI era, plus startup opportunities in agent-native infrastructure.
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