---
title: "Beyond the Harness: A Journey Towards Adaptative Engineering - Rajiv Chandegra, Annicha Labs"
category: "resources"
sourceLabels:
  - "Public YouTube metadata"
  - "YouTube transcript"
videoId: "qdZzND79mcg"
last_enriched: "2026-07-15T23:40:56.873909+00:00"
---
# Beyond the Harness: A Journey Towards Adaptative Engineering - Rajiv Chandegra, Annicha Labs

## What It Is
An official AI Engineer YouTube channel video with a cached transcript. It is retained as supporting context only because it has not been verified as an actual AI Engineer World's Fair San Francisco 2026 event recording.

## Source Classification
- Source role: supporting official-channel video context, not first-class event evidence.
- Channel/source: official AI Engineer YouTube channel AI Engineer cut video.
- Use: background, speaker, company, or historical AIE context only; do not use for World's Fair San Francisco 2026 session claims unless manually verified against the official event.

## Transcript Status
Cached transcript text is available at `raw/sources/youtube-transcripts/qdZzND79mcg.txt` (14,765 words).

## Topic Signals
- [[coding-agents|Coding Agents]], [[software-factories|Software Factories]], [[agent-memory|Agent Memory]], [[mcp|MCP]]
- Transcript keywords: `recognizable`, `simple`, `coordination`, `sequence`, `collides`, `portrays`, `getting`, `used`

## Link
[YouTube](https://www.youtube.com/watch?v=qdZzND79mcg)

## Extracted Slides
- [[youtube-qdZzND79mcg-slides]]