---
title: "Production Evals For Agentic AI Systems - Nishant Gupta, Meta Superintelligence Labs"
category: "resources"
sourceLabels:
  - "Public YouTube metadata"
  - "YouTube transcript"
videoId: "vljxQZfJ9wY"
last_enriched: "2026-07-15T23:40:57.342111+00:00"
---
# Production Evals For Agentic AI Systems - Nishant Gupta, Meta Superintelligence 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/vljxQZfJ9wY.txt` (1,143 words).

## Topic Signals
- [[agent-evaluations|Agent Evaluations]], [[coding-agents|Coding Agents]], [[mcp|MCP]], [[agent-memory|Agent Memory]]
- Transcript keywords: `coordination`, `microservice`, `plan`, `collects`, `probably`, `simulate`, `methodology`, `evaluators`

## Link
[YouTube](https://www.youtube.com/watch?v=vljxQZfJ9wY)

## Extracted Slides
- [[youtube-vljxQZfJ9wY-slides]]