#RAG
1224 related articles
Tutorials·2 min
Deep Dive into Claude Code's Seven-Layer Architecture: Source-Level Analysis of the ReAct Loop and Configuration-Driven Design
Deep analysis of Claude Code's seven-layer architecture, ReAct loop core principles, and configuration-driven design. Source-level deconstruction of AI Agent mechanics with best practices.
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Tutorials·3 min
LangGraph + MCP in Practice: A Deep Dive into Agent Architecture and the MCP Protocol
Deep dive into MCP (Model Context Protocol) core principles and practical applications, covering agent capabilities, MCP architecture, ERP integration, and building agents with LangGraph.
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Tutorials·3 min
LangGraph + MCP in Practice: A Deep Dive into Agent Architecture and the MCP Protocol
Deep dive into the MCP protocol's core principles and practical applications, covering agent capabilities, MCP architecture, ERP integration, and building agents with LangGraph.
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Product Reviews·3 min
WhichLLM: One Command to Find the Best Local LLM for Your Hardware
WhichLLM is an open-source tool that auto-detects your hardware and recommends the best local LLM using real benchmark data. Simulate GPUs, filter fake benchmarks, and start chatting in one command.
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Product Reviews·2 min
Testing 15 LLMs to Build a Bilibili Homepage: GPT Takes the Crown, Domestic Models Fall Behind
15 mainstream LLMs tested building a Bilibili video app from the same prompt. ChatGPT 5.4 tops overall, Claude excels at frontend, domestic models lag behind.
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Product Reviews·2 min
Benchmarking 15 LLMs Building a Bilibili Homepage: GPT Takes the Crown, Domestic Models Fall Behind
15 mainstream LLMs tested building a Bilibili video app from the same prompt. ChatGPT 5.4 tops overall, Claude excels at frontend, domestic models lag behind.
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Tutorials·3 min
Claude Code in Practice: Plan Mode and MCP Automated Development Tips Explained
A deep dive into advanced Claude Code techniques: precise file referencing, Plan Mode for plan-first development, screenshot-driven UI iteration, project memory rules, and Playwright MCP server integration for fully automated testing.
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Tutorials·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.
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Tutorials·1 min
Essential Skills for LLM Engineers: A Complete Guide to Application Development and Fine-Tuning
A systematic guide to LLM engineer core skills covering RAG, Agent app development and SFT, RLHF fine-tuning, with clear learning paths for different backgrounds.
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Tutorials·3 min
Building HarmonyOS Apps with Claude Code from Scratch: From an NPS Tool to a Gomoku Game
A zero-coding creator built native HarmonyOS apps using Claude Code, including an NPS management tool and a Gomoku game. See the full AI-powered dev workflow.
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Tutorials·3 min
Building HarmonyOS Apps with Claude Code from Scratch: From an NPS Tool to a Gomoku Game
A zero-coding beginner built native HarmonyOS apps using Claude Code, including an NPS management tool and a Gomoku game. See the full AI-powered development workflow and its implications.
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Tutorials·3 min
Claude Code in Practice: A Real Development Workflow Completing a Full Feature in 18 Minutes
Real case study showing Claude Code's efficient dev workflow: four-part prompt template, three-round iterative fixes, code review methods, and decision frameworks to save 60% coding time.
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Expert Opinions·2 min
Delete Your CLAUDE.md: Research Shows Agent Config Files Are Hurting AI Coding
Research shows CLAUDE.md and AGENTS.md config files reduce AI coding performance by 3% and increase costs by 20%. Learn why less is more for AgentMD.
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Tutorials·3 min
Claude Code in Practice: VibeCoding a Gomoku Game & Tips to Prevent Intelligence Degradation
Build a Gomoku game with Claude Code: learn three working modes, the development workflow, and core anti-degradation tips using Compact/Clear commands and context monitoring plugins.
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Tutorials·3 min
Claude Code Hooks Explained: A Safety Net for When Rules Fail
Deep dive into Claude Code Hooks: why CLAUDE.md rules fail, and how PreCommand blocking, PostCommand reminders, and Stop Hooks form a reliable AI behavior constraint system.
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Tutorials·3 min
Claude Code Hooks Explained: A Safety Net for When Rules Fail
Deep dive into Claude Code Hooks: why CLAUDE.md rules fail and how PreCommand, PostCommand, and Stop Hooks provide a reliable safety net through on-demand context injection.
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Tech Frontiers·3 min
OpenAI Codex Goes On-Premises, arXiv Introduces Collective Punishment for AI-Generated Papers
OpenAI partners with Dell to deploy Codex on-premises, arXiv imposes co-author bans for AI-generated papers, LeCun attacks Hinton, Huawei alumni drive embodied AI, Anthropic acquires dev tools company.
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Industry Insights·3 min
AI API Aggregation Gateways: A Complete Analysis of Pros and Cons for Unified Multi-Model Access
In-depth analysis of API aggregation gateways for multi-model AI access: unified interfaces, intelligent routing, disaster recovery, plus key risks around security, latency, and compliance.
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Tutorials·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.
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Product Reviews·2 min
AntiGravity + Opus 4.5 Real-World Test: The Best Alternative After Getting Banned from Claude Code
AntiGravity + Claude Opus 4.5 tested as the best alternative to Claude Code bans. Completes tasks GPT-5.2 failed, with generous Pro quotas.
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