---
title: "Automating Large Scale Refactors with Parallel Agents - Robert Brennan, OpenHands"
category: "resources"
sourceLabels: ["Public YouTube metadata"]
---
# Automating Large Scale Refactors with Parallel Agents - Robert Brennan, OpenHands

## What It Is
A public YouTube video used as supporting context for the AI Engineer World's Fair 2026 wiki. It is not part of the confirmed World's Fair San Francisco 2026 official event-video set.

## Source Classification
- Source role: supporting contextual video source.
- Channel/source: public YouTube or AI Engineer channel video outside the confirmed World's Fair San Francisco 2026 event-video set.
- Use: background, speaker, company, or historical AIE context; not primary evidence for World's Fair San Francisco 2026 session facts.

## Transcript Availability
English auto-captions

## Cached Transcript
Not fetched yet.

## Link
[YouTube](https://www.youtube.com/watch?v=rcsliSIy_YU)

## Related Scheduled Sessions
- [[2026-06-30-robert-brennan-sandboxes-aren-t-optional-runtime-isolation-patterns-for-coding-agents-at-scale]] — Sandboxes Aren't Optional: Runtime Isolation Patterns for Coding Agents at Scale
## Extracted Slides
- [[youtube-rcsliSIy_YU-dense-slides]]
- [[youtube-rcsliSIy_YU-reconstructed-slides]]
- [[youtube-rcsliSIy_YU-slides]]