I built an AI-agent video pipeline that turns technical books into podcast/video episodes. Looking for feedback.
I’ve been building an AI video generation pipeline using AI agents, and I wanted to share a project I just finished.
I used it to turn Designing Data-Intensive Applications into a chapter-by-chapter podcast/video series.
The pipeline currently handles things like:
- breaking source material into chapter-level inputs
- generating scripts/storyboards
- creating long videos, shorts, and podcast-style episodes
- rendering audio/video assets
- packaging everything for upload
I’m still improving it, and I’d really love feedback from people who know content creation, agent workflows, automation, or media pipelines.
Podcast link:
https://www.youtube.com/playlist?list=PL2vsUH3csN48f3Js6SBgmIeymYzuFdyw-
A few things I’d especially love feedback on:
- what looks or sounds weak right now
- what parts of the pipeline feel overengineered
- what you’d fix first if you were building this
- how you’d make the audio/pacing more engaging
- whether there are better ways to structure the agent workflow
Also curious:
Would you want podcasts/videos like this for other technical books too?
I made this one for Designing Data-Intensive Applications, but I’m considering doing more if people find it useful.
If anyone has ideas on how to make this better, I’m all ears.
Also doing this for leetcode.