Workshop: Build an AI Video Pipeline — Skills vs SDK in Practice

Part 2 of Two Roads to AI Agents. This time we apply the framework to something real. In Part 1, we drew the line between Agent SDKs (code orchestration) and Agent Skills (markdown knowledge). Now let’s see where that line falls in practice. We’ll walk through a pipeline that turns any article into a narrated MP4 — and at each step, I’ll label whether it belongs in SDK code or Skill knowledge, and why. ...

March 23, 2026 · 4 min · Minh-Nhut Nguyen

Building an AI Video Pipeline: From Text to Narrated MP4 with Remotion and ElevenLabs

I wanted a way to turn my blog posts into narrated videos without spending hours in video editors. What I ended up building was a full pipeline: give it an article, a URL, or a PowerPoint file — get back a 1080p MP4 with animated slides, syntax-highlighted code blocks, and an AI voiceover in any language. The whole thing is open source: github.com/nmnhut-it/educational-video-pipeline. This post walks through how it works and how you can build your own. ...

March 7, 2026 · 7 min · Minh-Nhut Nguyen