Dense Slides: Stop babysitting your agents... — Brandon Waselnuk, Unblocked

Source Video

Stop babysitting your agents... — Brandon Waselnuk, Unblocked

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

Recreated text/layout view: open HTML recreation
AI slide classifier: title_card confidence 0.94
Text source: agent_vision.

Slide text:

CONTEXT ENGINEERING

Stop babysitting your agents: building a context engine for mergeable code

Brandon Waselnuk

Unblocked | getunblocked.com

AIE Europe 2026

Classification audit: raw/sources/slide-ai-classification/dense/BiG2ssibKGc/audit.json