Watercolor: a toolbox holding a code script and an AI agent, beside pages of a children's picture book being batch-generated

Your AI Toolbox: How Scripts and AI Agent Work Together

This is Day 12 of the AI Path L1→L2 Upgrade Guide. Do Day 8, Day 10 and Day 11 first. Day 11 ended with a crucial question: How do we automate these steps? My approach relies on a simple realization: pairing stateless API calls with an AI agent shares the same core principles as breaking down workflows, designing systems, and building software. I’ve been doing that kind of work for years. The AI picture book project I’m building right now is a clean example. I’ll walk through how I designed its pipeline and tasks. ...

2026-08-04 · 11 min · Alex Wang