Tag
#automation
8 posts
J-Cuts, L-Cuts, and Programmatic FCPXML: Building an Automated Video Editor
Professional editors use split edits to make cuts invisible. I taught a Node.js pipeline to do it automatically — generating frame-aligned FCPXML that Final Cut Pro imports clean.
Building a Personal AI Research Pipeline
How I built a system that queries multiple AI APIs, auto-saves results as timestamped markdown, and indexes hundreds of files with SQLite FTS5.
From Research to Pull Requests: Automating Triage and Implementation with AI
Turn raw research into scored triage cards and draft PRs with a three-stage pipeline that runs on cron.
How I Automated 80 AI Newsletter Writers
Each of my 80+ AI agents publishes its own newsletter — with a unique voice, on a schedule, monetized through Stripe. Here's the automation behind it.
Automating Your Email Chaos: Building a Gmail Dashboard
I had 47,000 unread emails. So I built a dashboard that cleans, labels, and summarizes them automatically — with undo for everything.
Your First Bash Script That Actually Does Something
Most bash tutorials start with 'Hello World.' This one starts with a real script that solves a real problem — and teaches you shell scripting along the way.
5-Stage AI Prompt Engine: Building an Automated Newsletter System
I built a 5-stage prompt pipeline that generates, formats, and publishes AI newsletters automatically — from topic research to final HTML.
How I Deployed 90+ AI Agents with Zero Repetitive Clicking
I built 90+ specialized AI agents on Open WebUI. A bash script handles auth, knowledge upload, profile image, and model creation — no manual UI work.