Writing
Essays on AI agent engineering, hybrid retrieval, self-evolving skills, multi-agent collaboration, development, and design.
Project Documentation for AI Agents: Agent Workspace RefArch in Practice
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Persistent AI Code Teams: Maker/Checker Architecture in Production
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Feeding 275 Documents to an AI Agent: Knowledge Base Structure Design in Practice
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QQ Bot KIM: Building a Personified LLM Agent from Scratch
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Building an AI Agent Self-Evolution Pipeline: From 8 Papers to Production
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Adversarial Reviewers: A System for AI Auditing AI
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Bio-Inspired Agent Self-Evolution: From MAP-Elites to Immune MemoryNew
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Adversarial Review + Property-Based Testing: Let AI Find Logic Bugs in Your CodeNew
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Converting 270 Knowledge Documents to Google's Open Knowledge Format (OKF)
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Agent Self-Evolution: From Half a Year of Practice to a Trajectory Mining PipelineNew
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2026 AI Agent Ecosystem Landscape: From Frameworks to Platforms to Search
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AI Agent Search API Buyer's Guide: Brave vs Tavily vs Exa vs DDG
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Chinese AI Agent Ecosystem Report: From OpenClaw's 379K Stars to ByteDance's Coze
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Three Lessons Claude Tag Teaches Your Local Coding Agent: Ambient, Memory, Identity
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I Built a Memory System for My AI Agent: From ACE Paper to Production-Grade Loop
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MCP Search Ecosystem Deep Dive: Out of 2,781 Servers, Not a Single Free One Works Well
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Agent RAG Is More Than Vector Search: Hybrid Retrieval Architecture in Practice
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AI Agent Amnesia: Every New Session Starts From Zero
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After Reading Skill-MAS: How Far Is Your Skill System from 'Auto-Evolution'?
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Agent Search MCP: A Free Multi-Source Search Engine for AI Agents
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Building Baby Harness: A Self-Evolving AI Agent Task Framework
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Giving Hermes Agent an 'External Enhancement System': Deep Transformation of the Memory System and Skill System
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Training Agent Skills Like Neural Networks: A Practical Guide to SkillOpt Integration
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Vercel eve: When an Agent is No Longer Code, But a Directory
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Golden Data-Driven Automatic Evaluation Pipeline
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From Rules to Hybrid ML: SAG Auto-Tuning and Optimizer Practice
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Bringing Agent Skills to Life: Practice of the Skill Self-Evolution System
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