Prince Bay

Cover photo taken on Saturday when I took the kid to Prince Bay Park at West Lake. Originally wanted to see the tulips, but there were way too many people. I wouldn’t recommend going to join the crowds.

Recording down-to-earth trending tech I see every week, filtered and published here. Follow this weekly newsletter to get update notifications

Wrote a Long Article

The Claude Code You Don’t Know: Architecture, Governance, and Engineering Practices
https://tw93.fun/en/2026-03-12/claude.html
Revolves around Context Management, Skills, Hooks, Subagents, Prompt Caching, and CLAUDE.md design. It focuses on how to make the collaboration process more stable and controllable, sharing best practices from an engineer’s technical perspective. Welcome to exchange ideas.

Product Updates

Mole has released version 1.30
https://github.com/tw93/mole
I started writing Mole last November, and surprisingly, 30 versions have been released up to today. This update includes:

  1. Strengthened orphan app data cleanup strategy. General orphan cleanup now uses a 30-day resting window.
  2. Optimized Application Support and project cache scanning logic in large directory scenarios, reducing the risk of stuttering, and converging the scanning scope to a safer root path.
  3. Strengthened LaunchServices refresh fallback logic, stabilized Homebrew uninstall and update paths, and reduced unnecessary sudo behaviors.

Kaku released version 0.7
https://github.com/tw93/Kaku
I really like the transparent frosted effect in this release, you can give it a try. Updates are as follows:

  1. Kaku will now automatically switch between dark and light modes along with macOS, and has optimized transparency rendering and Yazi theme synchronization experience.
  2. Added closing confirmation for tabs and panes, reworked the close overlay style, and added custom rounded scrollbars. Try kaku config.
  3. kaku ai now supports Antigravity model configuration, quota tracking, and background loading.

Learning the principles of Claude Code-like systems
https://learn.shareai.run/en/
It will guide you step-by-step from scratch to build a minimalist Agent similar to Claude Code, and explain each mechanism in detail. Worth a look.

RentAHuman: AI hiring humans to work
http://RentAHuman.ai
When an AI Agent encounters a task that cannot be completed online, it can post the job online and hire a real human to complete the task. Haha, quite interesting.

A fantastic interactive MicroGPT demo
https://growingswe.com/blog/microgpt
This is a learning website based on Andrej Karpathy’s GPT implemented in about 200 lines of Python code, explaining how language models work in a visual way. Worth checking out.

A public OpenClaw exposure monitoring site
https://openclaw.allegro.earth
Lists OpenClaw instances accessible over the network. In many cases, you can click into these instances and directly view what is running inside. Actually, a lot of people who don’t understand the technology are installing OpenClaw. Many things are very dangerous, and surprisingly, many belong to Alibaba, which is scary.

Random Looks

My CodeX configuration, for your reference
Model: Fast GPT-5.4 High
Personality: Pragmatic.
Custom Instructions:
Act like a high-performing senior engineer. Be concise, direct, and execution-focused.
Prefer simple, maintainable, production-friendly solutions. Write low-complexity code that is easy to read, debug, and modify.
Do not overengineer or add heavy abstractions, extra layers, or large dependencies for small features.
Keep APIs small, behavior explicit, and naming clear. Avoid cleverness unless it clearly improves the result.

Cooked 4 dishes on Sunday