---
title: "Dense Slides: Ship Agents that Ship: A Hands-On Workshop - Kyle Penfound, Jeremy Adams, Dagger"
category: "slides"
video_id: "Fzb1a24hF-o"
sourceLabels: ["Captured video frames", "Local OpenCV slide-region detection"]
---

# Dense Slides: Ship Agents that Ship: A Hands-On Workshop - Kyle Penfound, Jeremy Adams, Dagger

## Source Video
[Ship Agents that Ship: A Hands-On Workshop - Kyle Penfound, Jeremy Adams, Dagger](https://www.youtube.com/watch?v=Fzb1a24hF-o)

## Method
This deck is slide-only. The existing captured video frame set supplies candidate frames, then local OpenCV rejects sponsor/title/speaker-only frames, crops visible slide surfaces, deduplicates, and saves the cropped slide images.

## Cropped Visible Slides
![[assets/dense-slides/Fzb1a24hF-o/slide-001.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/Fzb1a24hF-o/slide-001.html)
- AI slide classifier: `content_slide` confidence `0.99`
- Text source: agent_vision.

Slide text:

> Wi-Fi info on your badge
> Get Started!
> docs.dagger.io
> Quickstart
> Build a CI Pipeline
> Add an AI agent...
> Tomorrow June 4!
> Continue at our Hack Night at the Cloudflare office

![[assets/dense-slides/Fzb1a24hF-o/slide-002.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/Fzb1a24hF-o/slide-002.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: agent_vision.
- OCR decision: ready — Dense small documentation text and code blocks are better suited for OCR.

Slide text:

> Installation

![[assets/dense-slides/Fzb1a24hF-o/slide-003.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/Fzb1a24hF-o/slide-003.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: agent_vision.
- OCR decision: ready — Dense small documentation text and code blocks are better suited for OCR.

Slide text:

> Release type

![[assets/dense-slides/Fzb1a24hF-o/slide-004.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/Fzb1a24hF-o/slide-004.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: agent_vision.
- OCR decision: ready — Dense documentation text and callout box are better suited for OCR.

Slide text:

> Configure Dagger Cloud (optional)

![[assets/dense-slides/Fzb1a24hF-o/slide-005.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/Fzb1a24hF-o/slide-005.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: agent_vision.
- OCR decision: ready — Dense small documentation text and code blocks are better suited for OCR.

Slide text:

> Run the agent


Classification audit: `raw/sources/slide-ai-classification/dense/Fzb1a24hF-o/audit.json`