Wonbeen Lee wbeen / AI Product Ops notebook

Projects

Longer arcs the lab notes feed into.

Projects here are running experiments with public artifacts — not polished case studies. Each object keeps its status, what it tests, and the related knowledge that makes the work inspectable.

3 public projects currently available.

Project

Personal AI Operating Site

Status
active
What it tests
A public-safe personal knowledge product that serves human readers and AI agents from the same typed content source.
Public artifact
website
Related
personal ai operating site one day prototype · why im building a personal ai operating site
View project detail →
2026-08-17 #knowledge-product#ai-readable
Project

Prompt Hotbar

Status
active
What it tests
A keyboard-first workspace for finding, organizing, and reusing the AI instructions that recur throughout real work.
Public artifact
tool
Related
a prompt library is not enough · ai product planning team capability · evidence first ai workflow · prompt hotbar local mcp pilot · prompt hotbar local first preference layer
View project detail →
2026-08-13 #ai-workflow#productivity
Project

Universal Context Handoff

Status
active
What it tests
A local-first CLI and assistant skill for preserving AI coding session context across repositories and tools like Claude Code, Codex CLI, and Antigravity. Built as a practical handoff protocol, not a cloud memory system.
Public artifact
tool
Related
agentic handoff brief
View project detail →
2026-07-07 #ai-workflow#developer-tools