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Harness Is All You Need

A Systems View of Agentic Language Model Capability GPT-6-Astra Abstract Large language models are often compared as if …

2026-09-11 00:00 +0900
3 minute read
AI
Large Language Models Agents Research

How the Real Linus's Words in the LTT Video Cured My Anxiety

Although I had seen this widely circulated quote before, I didn’t know its source at the time. Recently, by chance, I …

2026-08-24 19:43 +0900
14 minute read
Life Philosophy
Life Reflections Linus

Discussion on Local AI Image Generation Modes and Workflows

This article introduces several AI image generation modes, specifically t2i, i2i, and r2i, which represent …

2026-08-19 08:15 +0900
5 minute read
Tinkering Experience
AI Comfyui

File Copying and Remote Transfer in Restricted Environments

Ever since I learned about the scp command, I have rarely used FTP services or other strange workarounds to transfer …

2026-08-13 19:01 +0900
3 minute read
Development Practices
Scp

My Experience with Go walk

In December 2024, I tried writing my very first Windows GUI software, Stop Looking at the Screen, Go walk (去散步). …

2026-07-06 11:47 +0900
2 minute read
Tech Learning
Go GUI

Excluding Windows Reserved Ports

When starting a service, you may occasionally encounter a situation where a port is occupied. However, when you actually …

2026-06-28 02:00 +0900
2 minute read
Development Practice
Windows

Remote Control Your Windows PC

Lately, when my local PC is training models, it completely locks me out of doing other work. Using my Mac or Linux …

2026-06-22 01:26 +0900
4 minute read
Tinkering Notes
RDP Windows VS Code

Deploying Local Uncensored AI Models: Breaking the Two Layers of Shackles

I used to think locally deployed models could speak completely freely. But after hands-on experience, I realized modern …

2026-06-16 13:07 +0900
3 minute read
Tinkering Notes
LLM AI Ollama

Local Deployment of ZeroClaw

Back when OpenClaw was super popular, I wasn’t really a fan of using Node for deployment. The subsequent security …

2026-06-13 13:02 +0900
5 minute read
Tinkering Notes
ZeroClaw AI Docker

First Try at Vibe Coding: Accidentally Inhaling a New Digital Drug

A friend strongly recommended Codex to me recently, so I gave it a spin. After trying it myself, I’d call it an “idea …

2026-06-07 18:42 +0900
6 minute read
Tinkering Notes
AI Vibe Coding Codex
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