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714 related articles

2026年6月7日·4 min

Anthropic's Official Breakdown: Three Core Components for Building AI Agents

Anthropic Developer Conference deep dive into three core AI Agent architectures: Build (code execution), Connect (Web Search & MCP), and Optimize, with live demos and multi-tool collaboration examples.

2026年6月7日·4 min

Can't Fill Out Prompt Templates Properly? The Four-Module Incremental Method Doubles Your AI Output Quality

Struggling with prompt templates? Learn the four-module incremental method—Role, Skills, Constraints, Response Format—to dramatically improve AI output quality.

2026年6月7日·4 min

Cursor Composer2 Training Revealed: A Complete Guide to Distributed Reinforcement Learning Engineering

Deep dive into how Cursor trained Composer2: two-stage architecture, global distributed clusters, MOE numerical alignment, simulation anti-cheating, and more.

2026年6月7日·4 min

Core Principles of Coding Agents: How Perception and Context Engineering Determine AI Coding Effectiveness

Deep dive into why coding Agents differ: perception lets Agents understand projects first, context engineering precisely filters information within limited token budgets.

2026年6月7日·4 min

Agent Development Learning Roadmap: A Four-Stage Systematic Guide from Beginner to Practitioner

A systematic four-stage learning roadmap for AI Agent development, covering core concepts, classic paradigms like ReAct, multi-agent collaboration frameworks, and hands-on projects to master Agent development skills in 2-3 months.

2026年6月7日·4 min

The 8 Core Modules of Prompt Engineering: A Complete Guide from Fundamentals to Advanced Techniques

A systematic breakdown of the 8 core modules of prompt engineering, covering fundamentals, CoT, Few-shot, prompt security, and real-world AI applications.

2026年6月7日·2 min

Claude Code + Codex: The Most Reliable Division of Labor — A Three-Phase Approach of Planning, Execution, and Review

A detailed guide to the Claude Code and Codex collaborative workflow: Claude Code handles architecture planning and code review, while Codex handles execution. Boost dev efficiency through standardized handoffs.

2026年6月7日·4 min

The Real Logic of Getting Rich with AI: Toolbox Thinking and the Three-Layer Capability Model

Mastering AI tools doesn't equal making money. This article breaks down the three-layer AI wealth model: LLM prompting, automation workflows, and agent collaboration, plus the MAPS framework and Three R's Rule.

2026年6月7日·4 min

Claude Code Practical Guide: Deep Dive into 7 Core Modules with Learning Path

Deep dive into Claude Code's 7 core modules: project integration, agent construction, multi-agent collaboration, plugin systems, and workflow automation, with learning tips and certification trends.

2026年6月7日·3 min

Grill Me Skill: Let AI Interrogate You to Rapidly Extract Tacit Knowledge and Boost Project Efficiency

Learn how the Grill Me skill uses AI-driven systematic questioning to extract tacit knowledge, with checkpoint mechanisms to optimize context quality and boost first-iteration success from 70% to 90%.

2026年6月7日·3 min

Claude Code + Codex Cross-Validation: Dramatically Reducing AI Coding Bug Rates

Learn how to combine Claude Code and Codex in a cross-validation workflow — a develop-review-fix loop that dramatically reduces AI coding bug rates.

2026年6月7日·3 min

Prompt Template Design for Document Summarization: A Practical Guide to Three-Layer Progressive Prompt Engineering

A practical guide to three-layer progressive Prompt template design for document summarization, covering requirements analysis, architecture design, validation, and optimization — boosting information extraction completeness from 78% to 91%.

2026年6月7日·3 min

Andrew Ng's AI Prompting Guide: Four Key Gaps Between Beginners and Experts

Andrew Ng's AI prompting methodology reveals four core gaps between beginners and experts: deep thinking, sufficient context, neutral questioning, and iterative writing. Applicable to ChatGPT, Claude, Gemini, and all major AI tools.

2026年6月7日·2 min

Claude Code Dynamic Workflows: A Complete Guide to Six Patterns and Ten Scenarios

Deep dive into Claude Code's dynamic workflow mechanism covering Agent, Parallel, and Pipeline functions, six orchestration patterns, and ten real-world scenarios with cost control tips.

2026年6月7日·2 min

CreateNow Agent Configuration Tutorial: One-Click Integration with DeepSeek and Other Major LLMs

Step-by-step guide to configuring CreateNow agents with DeepSeek, Kimi, and Xiaomi LLMs. Covers one-click setup, custom model integration, and API Key acquisition for building AI digital employees.

2026年6月7日·3 min

Hands-On Testing of DS4 Engine by Redis Creator: How Does DeepSeek V4 Perform Locally on a 128GB Mac?

Redis creator Antirez's DS4 inference engine tested: running DeepSeek V4 Flash locally on a 128GB Mac via asymmetric structure-aware quantization, with real-world coding benchmarks.

2026年6月7日·3 min

CreateNow Controlled Development in Practice: Getting AI to Write Code Requirement by Requirement

Hands-on with CreateNow's controlled AI development: from requirements breakdown to modular coding. Covers model selection, breakpoint-resume, and acceptance checks.

2026年6月7日·2 min

ChatGPT Merges with Codex: What a 24-Hour Autonomous AI Assistant Means

OpenAI fully integrates Codex into ChatGPT, creating an AI digital worker capable of autonomous planning and up to 24 hours of continuous execution. A deep dive into core upgrades, use cases, and industry impact.

2026年6月7日·4 min

Core Methodology of Prompt Engineering: A Systematic Deep Dive from Principles to Practice

A deep dive into prompt engineering principles and core methodology. Master three keys to high-quality prompts: specific, rich, and unambiguous. Learn tuning techniques and advanced programming integration.

2026年6月7日·2 min

Hermes Agent Seven-Layer Configuration Guide: From VPS Deployment to MCP Server — A Complete Tutorial

A detailed guide to Hermes Agent's seven-layer configuration: VPS deployment, Discord integration, scheduled backups, Kanban management, holographic memory, and MCP server setup.