Blog

OpenDeepSeek Guide: Turn DeepSeek into a Local Agent Workspace

OpenDeepSeek combines Open WebUI, Hermes Agent, and DeepSeek V4 Flash into a local Agent workspace with fast chat and real task execution.

Semiconductor/AI Device Stocks 3-Month Sell Timing Roundtable Report

4-model roundtable (GPT-5.5 / Kimi K2.6 / GLM 5.1) deep analysis of semiconductor sector May-July trends, with staged profit-taking strategy and key timeline.

AMD Ryzen AI Max+ 395 × Apple M5 Max Dual-Machine Local AI Base Complete Guide

A local multimodal AI production base with 256GB unified memory. Covers Chinese/Japanese PPT, table OCR, customer service/hospital/consulting scenarios, real-time voice dialogue, remote API calls, model fine-tuning.

I Built a Shared Brain for 6 AI Instances

Six AI instances, three Macs, one shared Obsidian vault. Auto-sync, self-heal, and archive every night. Complete architecture and implementation details.

Don't Miss Hermes If You Missed OpenClaw: A Power User's Agent Field Notes

Hermes Agent is hot, but don't rush to migrate. Deep comparison of Hermes vs OpenClaw, sharing multi-instance collaborative architecture and six-layer security protection from real-world experience.

大模型语言实测排名

30 题 LLM 综合能力榜（Round 2 · 13选手 × 双裁判）

30 题 LLM 综合能力榜（Round 3 · 8选手 × 三裁判盲评）

Round 2 · 30-Question Full Benchmark: 13 Contestants × Dual Judges Blind Review

13 LLMs × 30 multi-dimensional questions × Opus 4.6 + GPT-5.4 dual-judge blind review. Covers math, programming, reasoning, agent, Chinese and Japanese language.

Hermes vs OpenClaw: A Three-Way Harness Engineering Comparison

Cross-validated by three models: Hermes excels at L1+L4, official OpenClaw is more complete at L2~L6, and Will's custom deployment pushes that lead to production grade.

GitHub/AI Community April Hotspots: Leaks, Local AI, Agent Revolution

Anthropic source leak, Apple MLX local AI, Agentic Workflow production, hermes-agent self-evolution—deep dive into April 2026's four major AI events.

The Right Way for AI to Control Browsers: Four Tracks + Four-Dimension Decision Matrix

Wrong browser automation method leads to failure or account bans. Four tracks + four dimensions ensure the right tool for every scenario.