AI Field Notes

Real AI experiments with screenshots, prompts, and practical verdicts.

This is the hands-on side of zglg.work: model tests, coding agents, local LLM setups, tool comparisons, and workflow experiments written for global AI readers. Each note keeps the evidence visible so you can judge the result instead of only reading a summary.

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Latest field note2026-06-02#109👁️ ... reads

I Finally Found Free Tokens for MyClaw: Qwen3.6-35B Works Directly (Tutorial)

Hi, I am Guozhen. A lot of readers have told me the same thing: running MyClaw-style agent work burns tokens very quickly. Say one sentence and 100,000 tokens m...

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12 field notes online

I Tested Qwen3.7-Max Against Claude Opus 4.8 and DeepSeek-V4. The Result Surprised Me.

2026-05-31 · #108

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I Tested Qwen3.7-Max Against Claude Opus 4.8 and DeepSeek-V4. The Result Surprised Me.

Hi, I am Guozhen. Recently, two new models were released: Qwen3.7-Max and Claude Opus 4.8. On the benchmark list I was watching, Claude Opus 4.8 ranked first. Q...

I Tested a Chinese AI Agent: In 20 Minutes It Produced Word, PPT, Charts, and a Full Report

2026-05-28 · #107

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I Tested a Chinese AI Agent: In 20 Minutes It Produced Word, PPT, Charts, and a Full Report

Hi, I am Guozhen. In the past, if I needed to read several PDF reports, summarize them into a Word document, create a few charts, and then turn everything into...

I Tested a Local AI Agent for One-Person Company Workflows

2026-05-27 · #106

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I Tested a Local AI Agent for One-Person Company Workflows

Hi, I am Guozhen. Some readers told me they are interested in building a "one-person company," but they do not know where to start. In this article, I want to t...

I Tested a Local Knowledge Base That Learns Hundreds of Files and Exports Reports

2026-05-26 · #105

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I Tested a Local Knowledge Base That Learns Hundreds of Files and Exports Reports

Hi, I am Guozhen. Many people have a large amount of material on their computers: PDFs, Word documents, Excel files, meeting notes, project documents, papers, c...

I Built an AI Agent Team: From Finding Trends to Producing a Video

2026-05-25 · #104

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I Built an AI Agent Team: From Finding Trends to Producing a Video

Hi, I am Guozhen. Many readers are interested in making videos. I often receive messages asking how to build an AI agent team that can run the full video-produc...

I Tested Gemini-3.5 Against DeepSeek-V4 and GPT-5.5. The Result Was Unexpected

2026-05-21 · #103

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I Tested Gemini-3.5 Against DeepSeek-V4 and GPT-5.5. The Result Was Unexpected

Hi, I am Guozhen. After nearly half a year, Gemini upgraded from version 3 to version 3.5. This time, only Gemini 3.5 Flash was released, and it claims to have...

DeepSeekMine Is Now DeepLocals: V3.1.2 Improves Local File Learning Speed

2026-05-19 · #102

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DeepSeekMine Is Now DeepLocals: V3.1.2 Improves Local File Learning Speed

Hi, I am Guozhen. Today we released V3.1.2, continuing to improve file-learning speed. It can accurately learn 34 file formats on your computer, including PDF,...

I Connected DeepSeek-V4 to Hermes: Crawling Dozens of Web Pages with One Sentence

2026-05-18 · #101

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I Connected DeepSeek-V4 to Hermes: Crawling Dozens of Web Pages with One Sentence

Hi, I am Guozhen. I have been using OpenClaw for a while, and the experience has been good. Even when using local models such as Qwen3.5:9B, token use becomes m...

An AI That Understands My Files: Learning Thousands of Local Documents and Generating Reports

2026-05-17 · #100

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An AI That Understands My Files: Learning Thousands of Local Documents and Generating Reports

Hi, I am Guozhen. Finally, there is an AI that can accurately learn PDFs, Word documents, Excel files, and many other files on your computer. It supports thousa...

A Chinese Alternative to Claude Code: Open Source, No Configuration, Ready to Use

2026-05-13 · #99

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A Chinese Alternative to Claude Code: Open Source, No Configuration, Ready to Use

Hi, I am Guozhen. Claude Code is a useful coding agent, but it has two barriers: you need to deploy the local environment first, and you need to connect an API...

DeepSeek-V4 with a Layout-Preserving Translation Agent Is Surprisingly Practical

2026-05-12 · #98

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DeepSeek-V4 with a Layout-Preserving Translation Agent Is Surprisingly Practical

Hi, I am Guozhen. Translation itself is no longer difficult. But preserving layout, keeping the translated document close to the original structure, and running...