---
title: "Dense Slides: Building Agents at Cloud Scale — Antje Barth, AWS"
category: "slides"
video_id: "WJjInLeaJjo"
sourceLabels: ["Captured video frames", "Local OpenCV slide-region detection"]
---

# Dense Slides: Building Agents at Cloud Scale — Antje Barth, AWS

## Source Video
[Building Agents at Cloud Scale — Antje Barth, AWS](https://www.youtube.com/watch?v=WJjInLeaJjo)

## 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/WJjInLeaJjo/slide-001.jpg]]

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/WJjInLeaJjo/slide-001.html)
- AI slide classifier: `content_slide` confidence `0.99`
- Text source: advanced OCR `rapidocr-live/bright-screen/opencv-adaptive`.
- OCR decision: ready — Dense repository screenshot with small table-of-contents and sidebar text; OCR will outperform manual transcription.

Slide text:

> dow/sgetsme/uoy qnuita//ssdim
> m REaDME Q Code ol conduct f Apucht2o kcense 中 Secunty +47con:rbutors
> ? AWS McP Servers Deployments 500+? releste l hour ago
> A sute or speciafred MCP servers that help you get the most out of Aw's, whertrer you use MCp. *m↓ overoe jara score s.s + morg deotomenrs clude cbe noy,ubid-qnutd
> Table of Contents Languagos
> ● AWS kCP Serverg.. Tablo ol Contonts Wht is the Mode Context Protocol (MCP! and hor docs it work with AlvS MCP Servers? - Why MCP Servers? Python 96.2y $ha 1.1k htll o.0k + Dochtrtle 18x
> . Avaiabfe Servers - Coro MCP Sorve
> · AWS Documentation MCP Sorvox
> I ALron Bedrock Krowedge Brseus Rerase MCP Seze
> · AwS Kendra ndex MCP Servet?
> · AW'S coK MCp Server
> Arnazon Nova Carvas MCP Server

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

- Recreated text/layout view: [open HTML recreation](/assets/slide-recreations/dense/WJjInLeaJjo/slide-002.html)
- AI slide classifier: `content_slide` confidence `0.98`
- Text source: advanced OCR `rapidocr-live/center-82/opencv-adaptive`.
- OCR decision: ready — Slide combines a large title with dense embedded blog screenshot, architecture diagram, and QR code; OCR is appropriate for the smaller embedded text.

Slide text:

> WS About Aw's Corlrt L) Hy Accou Siyn n Crtrte an Aws Account.
> Products Lerm Puter Aw's Mrkrtplice CurtomerEnabiement
> Toq T+t Tog ·
> Aw's Open Soure Dtog
> Open Protocols for Agent Interoperability Part 1: Inter-Agent Communication on Mcp
> by Hick Aordge. Mr Brooler,rd Swami SxnudrmninIon t9 YAY ro2s Artl hlellgmer. GmrMht A, Opm Soucr, Though Ledrrhig t Perulish I + Cenmmitl
> m PPYp te l sHLl dp t leu it buyp Ya no u dtp Lu ypAepat do Shy y build Aruran ELrtk Cloud Conpute lCll a: protoce itgnotr dhoud computing xerikt arld
> Anlion SgetLht t +rmrrolr.lgnstk dep rrnng yilske. Gur colmnt to opanne.
> proaocol huve crged thut eruble ths cebity. hdtdrng the Mode Contat Prococo [Mcpr open rouled tby Anthropkc h yor4, hd bhe Lym?tgat prorocg Ala, sitroduced by Google
> to thirre open saLiraurdy, Airs a joning iht stterrg conmrnitee Tor MCp. By suppolting mLltple


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