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# Video Walkthrough: Inside the GammaVibe Architecture 🎥
- URL: https://gammavibe.com/updates/video-walkthrough-inside-the-gammavibe-architecture/
- Published: 2026-01-13T21:26:59.000Z
- Updated: 2026-01-13T21:26:59.000Z
- Author: Mirko Froehlich
- Tags: GammaVibe Lab Updates

A few weeks ago, I wrote a deep dive on how I architected the autonomous agent behind this newsletter.

Based on the questions I received about the specific implementation—especially regarding the **Pydantic AI** setup and the **Gemini Flash** constraints—I decided to record a full video walkthrough.

In this video, I show you:

- The **State-Based Pipeline** architecture and code (Python + Postgres).
- How I fixed the **"UUID Truncation" bug** in Gemini Flash.
- A live look at the **Candidate Selection** dashboard (SQLAdmin).
- The **EventRegistry** and **Ghost** integrations.

**Watch it here:**

*(Note: If you prefer reading to watching videos, the original written breakdown is still available* [*here*](https://gammavibe.com/updates/autonomous-startup-generator-architecture/)*.)*

\-Mirko