#Agent开发

26 related articles

2026年6月3日·2 min

Understanding Function Calling and MCP Through Cursor's System Prompt

Deep dive into Function Calling and MCP working principles through Cursor editor's system prompt analysis, comparing regular tools vs MCP tools and testing Agent capabilities across model sizes.

MCP vs CLI: 40x Token Cost Difference — How AI Engineers Should Choose

Tutorials

2026年6月3日·3 min

MCP vs CLI: 40x Token Cost Difference — How AI Engineers Should Choose

In-depth comparison of MCP vs CLI architecture, Token costs (CLI ~1400 vs MCP ~54600), security mechanisms, and use cases with practical selection guidance for AI engineers.

Complete Guide to Building AI Agent Projects with WindSurf: Practical Tips & Techniques

Tutorials

2026年6月3日·3 min

Complete Guide to Building AI Agent Projects with WindSurf: Practical Tips & Techniques

Complete practical guide to building AI Agent Frameworks with WindSurf, covering technology selection, component generation, code refactoring, debugging, and deployment tips.

Anthropic's Official MCP Tutorial: From Protocol Principles to Production Deployment

Tutorials

2026年6月3日·2 min

Anthropic's Official MCP Tutorial: From Protocol Principles to Production Deployment

Deep dive into Anthropic's open-source MCP protocol, covering client-server architecture, tool calling mechanisms, MCP server development, and remote deployment for standardized AI integration.

MCP (Model Context Protocol): Solving the Three Core Pain Points of AI Tool Calling

Deep Dives

2026年6月3日·3 min

MCP (Model Context Protocol): Solving the Three Core Pain Points of AI Tool Calling

Deep dive into how MCP (Model Context Protocol) solves three core pain points of Tool Calling: verbose descriptions, unstable invocations, and lack of unified standards.

LangChain 1.0 Complete Guide: Architecture, Core Modules, and Learning Path

Tutorials

2026年6月3日·2 min

LangChain 1.0 Complete Guide: Architecture, Core Modules, and Learning Path

Deep dive into LangChain 1.0's three-layer architecture (LangChain, LangGraph, Deep Agents), core components like Models, Tools, and Memory, plus a complete learning path from semantic search to multi-agent collaboration.

A Practical Methodology for Dissecting Industrial-Grade Agent Source Code with 3 IDEs Working in Tandem

Tutorials

2026年6月2日·2 min

A Practical Methodology for Dissecting Industrial-Grade Agent Source Code with 3 IDEs Working in Tandem

Learn how to use Codex, Claude Code, and Cursor together to dissect industrial-grade Agent source code, with a reusable layer-by-layer methodology applied to OpenCloud.

Getting Started with Agent Development: 3 Agent Types × 8 Core Mechanisms Fully Explained

Tutorials

2026年6月2日·1 min

Getting Started with Agent Development: 3 Agent Types × 8 Core Mechanisms Fully Explained

A complete breakdown of AI Agent development: 3 agent types (autonomous, collaborative, orchestration-based), 8 core mechanisms, a 5-stage learning path, and framework selection guidance.

Zero2Agent: An Open-Source Job Interview Prep Tutorial for Agent Engineer Positions at Top Tech Companies

Tutorials

2026年6月2日·3 min

Zero2Agent: An Open-Source Job Interview Prep Tutorial for Agent Engineer Positions at Top Tech Companies

Zero2Agent is an open-source interview prep tutorial covering Agent fundamentals, LangGraph/Claude Code analysis, interview question banks, and coding practice tools for landing Agent engineer roles at top tech companies.

2 Hours to Build, 3 Days to Earn $1000: Building AI Agents for Global Markets with Nana Banana

Tutorials

2026年6月2日·3 min

2 Hours to Build, 3 Days to Earn $1000: Building AI Agents for Global Markets with Nana Banana

Bilibili creator Luffin used Nana Banana to launch 9 AI Agents in two weeks, earning $1000+. Learn the complete methodology using N8N workflows and Mirror platform for AI global monetization.

Claude Code Source Code Analysis: A Complete Breakdown of the Startup and Bootstrap Flow

Tutorials

2026年6月2日·3 min

Claude Code Source Code Analysis: A Complete Breakdown of the Startup and Bootstrap Flow

Deep dive into Claude Code's source code startup and bootstrap flow, from CLI entry's on-demand loading design and REPL startup to sentiment analysis and the Agent Loop prelude.

Deep Dive into Claude Code's Open-Source Architecture: The Design Philosophy Behind 510,000 Lines of Code

Research

2026年6月2日·4 min

Deep Dive into Claude Code's Open-Source Architecture: The Design Philosophy Behind 510,000 Lines of Code

Deep analysis of Claude Code's open-source architecture: dual-loop design, 7-step tool pipeline, 4-layer token compression, memory systems, and multi-agent collaboration patterns.

The Salary Ceiling for Agent Engineers: Two Critical Dividing Lines

Expert Opinions

2026年6月2日·3 min

The Salary Ceiling for Agent Engineers: Two Critical Dividing Lines

Agent engineer salary gaps hinge on two dividing lines: real production deployment experience and depth of foundational theory including deep learning, fine-tuning, and reinforcement learning.

9 AI Search Tools Compared: Choosing the Right Search Solution for Your Agent

Product Reviews

2026年6月2日·3 min

9 AI Search Tools Compared: Choosing the Right Search Solution for Your Agent

Hands-on comparison of 9 AI search tools including Tavily, Exa, XCrawl, and Firecrawl across search accuracy, web crawling, SERP aggregation, and special features to help developers choose the right search solution for AI Agents.

Deep Dive into LangChain's Full-Lifecycle Toolchain for Agent Development

Industry Insights

2026年6月2日·3 min

Deep Dive into LangChain's Full-Lifecycle Toolchain for Agent Development

LangChain unveils a full-lifecycle toolchain for Agent development at Interrupt, covering Deep Agents 0.6, SmithDB, Context Hub, LLM Gateway, and LangSmith Engine.

Tutorials

Spring AI + MCP Protocol in Practice: …

2026年6月1日·3 min

Spring AI + MCP Protocol in Practice: Tool Calling, Security Authentication, and Enterprise Deployment

Deep dive into Spring AI and MCP protocol integration, covering tool calling, OAuth security, horizontal scaling, and context optimization for enterprise AI Agent services.

Tutorials

Is Context Engineering the Core of Age…

2026年6月1日·2 min

Is Context Engineering the Core of Agent Development? A Deep Dive into a High-Frequency Interview Question

Deep dive into a top LLM interview question: Is context engineering the core of Agent development? Covers five context modules, four pain points, and advanced solutions.

Tutorials

Claude Code Source Code Study Guide: E…

2026年5月30日·3 min

Claude Code Source Code Study Guide: Efficiently Mastering Core AI Agent Development Architecture

Learn AI Agent development from Claude Code's 510K lines of source code, covering Agent Loop, context compression, multi-Agent orchestration, and two efficient study methods.

Tutorials

Spring AI Agent Utils: A Java Agent To…

2026年5月30日·3 min

Spring AI Agent Utils: A Java Agent Toolkit Reverse-Engineered from Claude Code's Core Features

Deep dive into Spring AI Agent Utils toolkit covering Skill modules, Ask a User Question, To Do Write, Auto Memory, and multi-Agent orchestration — empowering Java developers to build powerful AI Agents.

Tutorials

Harness Engineering Deep Dive: Multi-L…

2026年5月30日·2 min

Harness Engineering Deep Dive: Multi-Level Memory and Multi-Agent Collaborative Development in Practice

Deep dive into Harness Engineering: deconstructing Claude Code's multi-level memory, defense-in-depth, Hermes Agent autonomous evolution, and multi-Agent collaboration for industrial-grade AI development.