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Lao Guo's Learning Space
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Lao Guo's Learning Space

AI learning, discussion, and hands‑on practice with self‑reflection

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Recent Articles

Latest from Lao Guo's Learning Space

69 recent articles
Lao Guo's Learning Space
Lao Guo's Learning Space
Mar 30, 2026 · Artificial Intelligence

Building an AI Dream Team with OpenClaw: A Hands‑On Multi‑Agent Guide

The article explains why single‑agent LLMs struggle with complex tasks and demonstrates how OpenClaw's multi‑agent architecture—featuring persistent, sub‑ and ACP agents, isolated workspaces, and cost‑aware model selection—enables parallel role‑focused collaboration, scalability, and significant efficiency gains.

AI collaborationAgent ArchitectureCost Optimization
0 likes · 14 min read
Building an AI Dream Team with OpenClaw: A Hands‑On Multi‑Agent Guide
Lao Guo's Learning Space
Lao Guo's Learning Space
Mar 29, 2026 · Artificial Intelligence

Top Free Large Language Models for OpenClaw (March 2026) – Ranked by Cost, Chinese Support, Stability, and API Ease

This guide evaluates and ranks the most useful free large language models as of March 2026, comparing domestic and international options on free quota, Chinese capability, stability, and API friendliness, and provides ready‑to‑copy OpenClaw configuration commands with practical usage tips.

API ConfigurationChinese NLPDomestic Models
0 likes · 10 min read
Top Free Large Language Models for OpenClaw (March 2026) – Ranked by Cost, Chinese Support, Stability, and API Ease
Lao Guo's Learning Space
Lao Guo's Learning Space
Sep 5, 2025 · Backend Development

Deep Dive into MCP Streamable HTTP Message Formats

The article explains MCP's three communication modes—stdio, SSE, and Streamable HTTP—focuses on the Streamable HTTP protocol introduced in 2025, and walks through its four lifecycle phases with detailed JSON‑RPC request and response examples for initialization, runtime operations, updates, and closure.

Backend developmentJSON-RPCMCP
0 likes · 8 min read
Deep Dive into MCP Streamable HTTP Message Formats
Lao Guo's Learning Space
Lao Guo's Learning Space
Feb 15, 2025 · Artificial Intelligence

What Is deepseek-MoE? Understanding the Mixture‑of‑Experts Architecture

The article explains deepseek-MoE (Mixture of Experts), describing its full English name, Chinese translation, how a gating network selects and weights multiple expert models for each input, and uses an analogy to illustrate load‑balancing and the divide‑and‑conquer design in large AI models.

AI ArchitectureMixture of Expertsdeepseek-MoE
0 likes · 2 min read
What Is deepseek-MoE? Understanding the Mixture‑of‑Experts Architecture
Lao Guo's Learning Space
Lao Guo's Learning Space
Feb 14, 2025 · Artificial Intelligence

Key AI Concepts Explained: Definition, Large‑Model Role, and Future Implications

The article defines Artificial Intelligence, explains how large models enable computers to mimic human intelligence for tasks and learning, and presents a personal view that machines may eventually surpass humans and evolve into a silicon‑based intelligent life with autonomous will.

AI FundamentalsArtificial Intelligencefuture of AI
0 likes · 2 min read
Key AI Concepts Explained: Definition, Large‑Model Role, and Future Implications