NotesThoughts on Claude Managed Agents: Outsourcing the Harness

My reading: the heavy **Harness** layer moves from self-hosted to managed. Prompt tuning is slow and hard to specify upfront—if that burden drops, day-to-day work gets easier.

IdeaReverse-Engineering Assessments with AI

Can an AI agent gather public data, infer the scoring logic, and code a complete clone of an assessment tool like SBTI entirely on its own?

In ProgressVibe Coding Inspiration Agent

Browsing Xiaohongshu for vibe coding works every day is tedious with too much noise—want an agent that automatically collects and pushes vibe coding works and inspirations daily.

LaunchedSalary Timer 2.0

Now that the core path is proven, I want to evolve it from “usable” to a product I can confidently demo, using multi-agent collaboration for strategy, design, and UX polish.

NotesAdjusting My Human+AI Collaboration Model

After Salary Timer 2.0, I realized my current human+AI workflow is too complex, so I am moving to clearer two-agent role ownership.

NotesDebug: First Real Session

As I shipped more, small changes started surfacing UX or display issues; I learned to name the problem first, then pick where to fix.

LaunchedInteractive Features for the Personal Site

Add comments or a guestbook so visitors can share ideas and discuss together.

IdeaiOS Long Screenshot Feature

I wish iPhone had better long screenshot support; the small goal is to invoke it from Control Center just like normal screenshots.

In ProgressMoments Strong Copy Generator

It is hard to write stylish-but-not-cringe Moments captions and match photos each time; I want to upload edited images and auto-generate both a 9-grid layout and copy.

NotesNext Project Goals

iOS client, WeChat Mini Program, and Apple Watch app—make the core flow work end to end on each surface.

NotesHuman-Drive: What It Actually Feels Like

After shipping two projects, some thoughts on vibe coding.

LaunchedReal-Time Income Calculator

If every cent I earn per second showed live on my Mac, I’d feel a lot more motivated at work.

LaunchedBuilding a Personal Website

I think the simplest way to try vibe coding is to build a space of your own.