---
title: "Benchmarking semantic code retrieval on Claude Code — Kuba Rogut, Turbopuffer"
category: "resources"
sourceLabels:
  - "Public YouTube metadata"
  - "YouTube transcript"
videoId: "zKk7sDMGDEQ"
last_enriched: "2026-07-08T23:50:08.999773+00:00"
---
# Benchmarking semantic code retrieval on Claude Code — Kuba Rogut, Turbopuffer

## What It Is
A public AI Engineer YouTube AI Engineer cut video used as supporting material for the AI Engineer World's Fair 2026 wiki.

## Transcript Status
Cached transcript text is available at `raw/sources/youtube-transcripts/zKk7sDMGDEQ.txt` (3,298 words).

## Topic Signals
- [[coding-agents|Coding Agents]], [[agentic-search|Agentic Search]], [[agent-memory|Agent Memory]], [[mcp|MCP]]
- Transcript keywords: `tree`, `fast`, `repeated`, `definition`, `contents`, `complete`, `filtered`, `explored`

## Link
[YouTube](https://www.youtube.com/watch?v=zKk7sDMGDEQ)

## Extracted Slides
- [[youtube-zKk7sDMGDEQ-slides]]