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 note2026-06-07#112👁️ ... reads

Gemma 4 12B Local Agent Test: Running a Multimodal Model on a Laptop

A hands-on Gemma 4 12B test with Ollama and DeepLocals, covering local deployment, inference speed, RAG over local files, Word export with citations, and multimodal document understanding.

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112 field notes online

MiniMax M3 Coding Benchmark: Testing It Against GPT-5.5 and DeepSeek-V4

2026-06-05 · #111

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

Gemma 4 12B Local Agent Test: Running a Multimodal Model on a Laptop

AI tests you can actually inspect

MiniMax M3 Coding Benchmark: Testing It Against GPT-5.5 and DeepSeek-V4

DeepSeek-V4 and MinerU for Scanned PDF RAG: A Practical Local Knowledge Base Test

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

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

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

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

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

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

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

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

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

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

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

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

Run Qwen3.5 9B GGUF Locally with LM Studio: DeepSeek-V4 Local Deployment Tutorial

RHTV Video Generation Agent Test: Editable Steps and Transparent Workflow

DeepSeek-V4 with Claude Code: A Hands-On Coding Agent Test

Stop Chasing Prompts: Why the Harness Decides AI Coding Success

Qwen3.6 27B Test: Can a 27B Model Challenge GPT-5?

DeepSeek-V4, GLM-5.1, and GPT-5.5 Compared Again: Practical Results

DeepSeek-V4 vs GLM-5.1 vs GPT-5.5: Model Comparison Test

Next-Generation Image Model Test: When Reality Starts to Look Synthetic

AI Learns 2,000 Web Pages and Generates a Word Summary

Hermes Agent Tutorial: Install and Use Skills That Accumulate Automatically

Local File AI That Exports Word Reports: DeepLocals Workflow Test

Free Tokens for OpenClaw Workflows: A Practical Setup Note

AI-Built Full-Book PDF Translation App: Preserve Images and Export Word

AI That Learns 10,000 Computer Files Across 30 Formats

OpenClaw Visual Guide: A Clear PDF Tutorial

OpenClaw Excel Data Collection Agent: Automate Work Without Mouse Clicks

OpenClaw Knowledge Base Tutorial: AI Q&A and Content Monetization

Secure Your Computer After Installing OpenClaw: AI Safety Checklist

Alibaba Qwen Model Takes First Place Again: Practical Model Notes

OpenClaw Safe Edition: One-Click Install and Direct Use

Local File Learning AI That Writes Deep Summary Reports

Local Knowledge Base Software for Mac and Windows: Beginner Guide

AI Agent Generates Data Analysis Results from One Sentence with Free Gemini-3

Alibaba's Latest Model Takes First Place Again: Qwen Release Notes

AI That Learns 10,000 Local Files with 4 Million Characters per File

An AI Agent That Can Control Both Phone and Computer

Install OpenClaw Out of the Box: Beginner-Friendly Setup

A More Reliable AI Knowledge Base for the Holiday Season

OpenClaw Local Deployment: Let an Agent Operate Your Computer Files

OpenClaw Deployment from Zero: 30-Page Beginner Tutorial PDF

AI Agent Self-Evolution Test: How an Agent Learned to Improve Itself

The Easiest OpenClaw Installation Method: Two Commands

Install OpenClaw Locally on Your Computer: Beginner-Friendly Method

OpenClaw One-Click Installer for Windows and Mac

OpenClaw WeChat Integration: Enterprise WeChat Customer Service Bot

Connect Personal WeChat to OpenClaw: Build a Website from a Phone Message

OpenClaw Feishu Integration: 24/7 A-Share Market Monitoring Assistant

OpenClaw Skill Tutorial: Generate Word Documents from a Fixed Template

An AI That Learns Local Computer Files and Writes Deep Reports

HAIC 2025 and the New Solution for Expensive AI Agent Compute

Yuandong Tian's Five-Year PhD Reflection: Reading Notes

Open-Source Voice AI with Near-Zero-Latency Conversation

AI Talking Avatar Tutorial: Generate Script, Voice, Subtitles, and Video

Open-Source AI Agent Workflow Generator: Build Workflows from One Sentence

Deploy Qwen3-Coder on a Personal Computer: Top Coding Model Tutorial

MiniMax Agent Builds a Jay Chou Song Website in One Click

Why DeepSeek, GPT-4o, Qwen, and Kimi Answered That OpenAI's CEO Was Tim Cook

AI Agent for Full PDF Book Summaries: Export Word and PPT Reports

DeepSeekMine Local Knowledge Base: Docker Version Preview

Gemini Screenshot-to-HTML and Sketch-to-Game Test

Docker Packaging and Distribution: Complete Practical Guide

Qwen for Scanned PDF to Word: Full-Book Document Conversion Test

Build an AI Agent That Publishes to Xiaohongshu with One Click

Learn AI Agents from Scratch: Beginner-Friendly Agent Tutorial

Alibaba AI Global Contribution Ranking: Why It Matters

Configure Windows Environment Variables: Practical Setup Guide

Split Meilisearch into Multiple Indexes for Large Document Search

Meilisearch for Million-Document Search: Performance Notes

Meilisearch and BGE-Rerank: Top-10 Reranking Tutorial

Package a Desktop App with Next.js and Electron

Build a Modern Frontend with Next.js 15.1.3 and Tailwind CSS

Long Context Knowledge Base Test: Faster Than DeepSeek for Huge Documents

AI Practice Question Bank with DeepSeek Exercises