automation·Active·2025

DuoDailyTales

Automated AI video generation pipeline for romantic daily moments.

Overview

DuoDailyTales orchestrates daily short-form video generation featuring fixed characters. An LLM generates story prompts, while Playwright automates Google Flow video generation using canonical character reference images.

Why I built it

Exploring autonomous browser automation for AI video models that lack direct API access, maintaining character visual consistency across daily episodes.

What I was exploring

Headless Playwright browser automation, character visual consistency anchoring, automated prompt orchestration, and media asset management.

How it works

Node.js pipeline triggers Gemma for scene concept generation, launches a persistent Playwright browser session for Google Flow automation, and manages rendered output media.

Technology

TypeScriptNode.jsOllama Cloud (Gemma)PlaywrightGoogle Flow AIFFmpeg

Interesting problems

Maintaining persistent Playwright browser authentication sessions and handling dynamic UI changes in AI video generation interfaces automatically.

What I learned

Playwright is a powerful fallback tool for automating generative AI workflows when official API endpoints are not yet available.

Current status

Active — An automated AI video generation pipeline creating daily character-driven scenes between fixed anime characters using Gemma via Ollama Cloud and Playwright browser automation.