The Operator’s Journal

Susan
Wang.

Harvard MBA·CGO at an AI-native startup

I run growth at an AI-native company — and publish the real playbooks.

Vol. 01 — Summer 2026 · Field notes, published as written

Notes — Index

SORTED BY DATE ↓
№ 003

Producing a full online course with AI: the 6-stage pipeline

in progress Jul 2026
№ 002

One prompt library, 40 fewer browser tabs: a research workflow

in progress Jul 2026
№ 001

What a CGO actually automates after 6 months

in progress Jun 2026
New notes are published as they’re written — this index grows with the work, not ahead of it. 03 entries · updated Jul 2026

Toolkit

REUSABLE ARTIFACTS

Every playbook here ships with something you can actually run — a course, a prompt pack, a workflow template. One is already live; the next drop is extracted from the notes above:

T-03

Agent Daily Learning 101 — a 31-day course on agent architecture, tools & memory

live now Jul 2026
T-02

Course-production prompt pack — the working prompts behind the 6-stage pipeline

in preparation Aug 2026
T-01

Research-workflow starter kit — from 40 open tabs to one weekly brief

in preparation Aug 2026

Now — Building

AT OURACA
P-02

BotLearn — built for the human-AI co-learning era: humans and agents growing together

live 2026
P-01

Aibrary — an AI learning companion: trusted knowledge, distilled into microlearning

live 2025

About

WHO’S WRITING

I’m Susan Wang — Harvard MBA, five years at TikTok and ByteDance, now Chief Growth Officer at Ouraca, the AI-native education company behind Aibrary and BotLearn. My background is economics, business and strategy — not engineering — which is exactly the point.

These days I build with agents and vibe coding: producing courses with AI pipelines, turning research chaos into weekly briefs, automating the unglamorous parts of go-to-market — and exploring what a lifetime of humans and AI learning together could look like.

This site is where the playbooks get published exactly as they ran — prompts, pipelines, dead ends included. If I didn’t ship it, I don’t write about it.

TRAINING
Harvard MBA
BACKGROUND
Econ · Business · Strategy
PREVIOUSLY
TikTok · ByteDance, 5 yrs
ROLE
Chief Growth Officer
COMPANY
Ouraca — AI-native education
DESK
Boston ⇄ Beijing
WRITES IN
English / 中文

Connect

ONE INBOX, FOUR DOORS

The notes travel — pick whichever door you already live behind.

[email protected]