---
title: "The 100-Tool Agent Is a Trap - Sohail Shaikh & Ankush Rastogi, Prosodica"
category: "resources"
sourceLabels:
  - "Public YouTube metadata"
  - "YouTube transcript"
videoId: "vh2VGuQ3zhY"
last_enriched: "2026-07-15T23:40:57.629959+00:00"
---
# The 100-Tool Agent Is a Trap - Sohail Shaikh & Ankush Rastogi, Prosodica

## 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/vh2VGuQ3zhY.txt` (3,468 words).

## Topic Signals
- [[mcp|MCP]], [[inference-engineering|Inference Engineering]], [[coding-agents|Coding Agents]], [[agentic-search|Agentic Search]]
- Transcript keywords: `currently`, `simple`, `fine`, `schema`, `pointing`, `used`, `share`, `asked`

## Link
[YouTube](https://www.youtube.com/watch?v=vh2VGuQ3zhY)

## Extracted Slides
- [[youtube-vh2VGuQ3zhY-slides]]