#Agent Memory
2316 related articles
Tutorials·2 min
AI Agent Auto-Generates Test Cases in Practice: A Hands-On Guide with MCP Server and Dify
Learn AI agent architecture (LLM + workflow + knowledge base), compare tools like Dify and LangChain, and use MCP Server to auto-generate test cases.
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Tutorials·2 min
LangChain Unified Interface in Practice: init_chat_model Usage & DeepSeek Troubleshooting Guide
Guide to LangChain's init_chat_model unified interface vs model classes, with DeepSeek V4 Pro thinking mode fix, multi-provider switching tips, and AI Agent integration practices.
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Deep Dives·2 min
Deep Dive into Hermes Agent: The Secret Behind This Self-Evolving AI Agent Framework's Victory Over OpenCloud
Deep dive into Hermes Agent, the viral 2025 open-source AI Agent framework. Comparison with OpenCloud on lower token usage, long-term memory, and self-learning evolution.
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Tutorials·2 min
How Frontend Engineers Can Systematically Build AI Agent Architecture Skills
How frontend engineers can move beyond API calls to build production AI systems — covering streaming output, BFF layers, RAG pipelines, and Agent orchestration with LangChain.js/LangGraph.js.
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Tutorials·2 min
Build an AI Agent in 200 Lines of Python: A Deep Dive into Five Core Modules
Build an AI Agent in 200 lines of Python from scratch. A deep dive into the five core modules: Prompt, Memory, Tool Use, RAG, and Skill, with progressive development workflow.
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Product Reviews·2 min
Trae Local Windows Log Analysis in Practice + Fedora 44 Desktop Experience Review
Hands-on with ByteDance's Trae AI tool for local Windows BSOD log analysis, plus a deep-dive review of Fedora 44's desktop experience including RDP support.
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Tutorials·2 min
Claude Skills Tutorial: Building an AI Agent Skill System from Scratch
Learn to build AI Agent Skills for Claude Code: skill.md writing, script integration, image generation workflows, and reusable skill architecture from scratch.
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Tutorials·2 min
LangChain Beginner's Guide: A Complete Guide to LLM and Agent Development
A deep dive into LangChain framework essentials, clarifying the key differences between LLMs and Agents, covering Agent development, DeepAgent advanced topics, and learning paths.
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Product Reviews·2 min
Hands-On Test: Kimi Agent Building Websites — 3 Scenarios Reveal OK Computer's True Capabilities
Hands-on review of Kimi's OK Computer Agent across 3 scenarios: data reports, interactive pages, and AI-generated art sites. A realistic look at its strengths and limits.
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Tutorials·2 min
Replicating Manus for $30: A Practical Breakdown of Building an AI Agent's Minimum Viable Loop
A detailed breakdown of replicating the Manus AI agent platform for $30, covering Docker container integration, task orchestration, UI design, and the course-based monetization strategy.
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Tech Frontiers·1 min
DeepSeek-TUI: A Free Claude Code Alternative at 20x Lower Cost Tops GitHub Trending
DeepSeek-TUI is a free terminal AI coding agent written in Rust that rivals Claude Code at 20x lower cost. Learn about its features, performance, and who should switch.
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Expert Opinions·2 min
How to Make Money on Xianyu: Why Ordinary People Should Choose Xianyu Over AI Projects in 2025
Why ordinary people should choose Xianyu over AI projects in 2025: zero startup costs, platform traffic dividend, and new AI pricing features. Real case studies included.
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Product Reviews·2 min
AI Novel Writing Tool Tested: Three Modes for Generating Long-Form Web Fiction from Scratch
Hands-on test of an AI novel-writing agent with three creation modes: template fill-in, detailed outline, and fully automatic. Supports strong context memory, word expansion, and reduced AI feel.
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Product Reviews·2 min
Lobster Agent Hands-On: Generating and Deploying Public Webpages via WeChat on Your Phone
Hands-on review of Lobster Agent (QCloud): generate and deploy public webpages via WeChat on your phone, covering lottery pages, auto weekly reports, and remote file transfer.
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Tutorials·2 min
Building an AI IDE from Scratch: Replicating Cursor's Core Features with Next.js
Learn how to build an AI-powered IDE like Cursor from scratch using Next.js, covering Ghost Text completions, AI Agent file operations, Web Containers, and GitHub integration.
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Tutorials·2 min
AgentSpan in Practice: Building Persistent AI Agents in Python with Crash Recovery and Human Approval
Learn how AgentSpan enables AI Agent state persistence with crash recovery, human approval workflows, and seamless LangGraph integration. Full Python examples included.
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Deep Dives·2 min
AITS Intelligent Testing Platform: How AI Agents Are Transforming Test Engineers from Script Writers to AI Commanders
Explore how AITS uses AI Agents to auto-generate test cases, self-heal scripts, and run exploratory testing — helping engineers evolve from script writers to AI testing strategists.
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Tutorials·2 min
Building an AI Research Assistant with Python + LangChain: Eliminating Academic Hallucinations via MCP
Build an AI research assistant with Python, LangChain, and Consensus MCP. Eliminate LLM hallucinations in academic citations using structured outputs and real-time literature retrieval.
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Tutorials·2 min
Senior Developers Transitioning to AI: A 2025 Pitfall-Avoidance Guide & Practical Roadmap
How can 30+ programmers efficiently transition to AI? Practical advice on learning strategy, project experience, and interview techniques to break into AI.
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Tutorials·2 min
Obsidian + Claude Code: A Practical Guide to AI-Automated Personal Knowledge Base Management
Learn how to build an AI-driven personal knowledge base with Obsidian and Claude Code. Covers three-layer architecture, Ingest/Query/Maintain workflows, and human-AI collaboration principles.
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