---
title: "Self-Driving Production: AI Wrote your Code. AI Should Fix It, Too"
category: "talks"
date: "2026-06-29"
time: "2:50pm-3:10pm"
track: "Expo Stage 4 SE"
room: "Expo Stage 4 SE"
speakers: []
sourceLabels: ["Official conference schedule", "Public YouTube metadata"]
scheduleTrack: ""
scheduleRoom: "Expo Stage 4 SE"
scheduleLabels: ["Expo Stage 4 SE", "session", "confirmed"]
---
# Self-Driving Production: AI Wrote your Code. AI Should Fix It, Too

## Conference Context
- Date/time: 2026-06-29 · 2:50pm-3:10pm
- Track/room: track TBD · Expo Stage 4 SE
- Speaker(s): TBA
- Session type/status: session · confirmed

- Track: track TBD
- Room: Expo Stage 4 SE
- Session type: session
- Status: confirmed

## Session Description
Self-driving production is the next frontier of autonomous software development but getting there is a journey. In this session, we ll show how enterprises are progressing from manual operations and AI copilots toward closed-loop, autonomous production systems with Traversal.

## Media Evidence
No related AI Engineer channel video found yet.

- [[youtube-qakTj_xI0gk-transcript]] — full cached transcript markdown for the related YouTube source.

## Evidence Graph
This evidence graph is generated from currently linked source material: official schedule text, related video pages, cached transcripts, visible slide text, dense/reconstructed slide pages, and AI slide-classification audits.

### Media Signals
- `youtube-qakTj_xI0gk` — 2,375 transcript words
- Transcript signals for `youtube-qakTj_xI0gk`: models, traversal, customers, data, company, companies, great, might.
- Evidence links for `youtube-qakTj_xI0gk`: [[youtube-qakTj_xI0gk-transcript]]

### Agent Reading Notes
Use these signals to refine the synopsis, topic links, people/company context, and method notes. If a source is a related external video rather than an exact official recording, keep it framed as supporting evidence.

## Transcript Status
No official session recording transcript was found by exact title match on the AI Engineer YouTube channel during this run.

## External Secondary Source Candidates
These videos were discovered outside the official AI Engineer channel and matched by the external-video discovery tool. Treat them as secondary sources only until manually verified against the official event recording.

- [Why Self-Driving Production Is the Future — Eric Schwartz, Traversal | AI Engineer World's Fair 2026](https://www.youtube.com/watch?v=qakTj_xI0gk)
  - Uploader: WorkOS
  - Confidence label: high
  - Transcript status: captions_imported `raw/sources/external-youtube-transcripts/qakTj_xI0gk.txt`
  - Transcript markdown: [[youtube-qakTj_xI0gk-transcript]]

## Secondary Interview Context
### Interview Opening (Secondary Source)
Hey everybody, we are back here at the AI Engineer World Fair 2026 in San Francisco and I'm thrilled to have Eric here from Traversal. Hey everybody, nice to meet you. All right, so Eric, uh to get started, tell us a little bit about you, the company, and what you guys do today. Yeah, so I'm a product manager at Traversal.

### Official Schedule Identity
- No speaker profile is attached in the official schedule data.

### Topics Mentioned In The Interview
- [[agent-security]]
- [[agentic-search]]
- [[coding-agents]]
- [[mcp]]

### Secondary Source Material
- [[youtube-qakTj_xI0gk-transcript]] — transcript markdown; source cache `raw/sources/external-youtube-transcripts/qakTj_xI0gk.txt` (2,375 words).

### Interview Concepts / Methods
- No highlighted novel concept has been detected yet.

### Evidence Boundary
This section presents a third-party interview, not an official recording or transcript of this scheduled session. It is retained as secondary context only; the official schedule remains the canonical source for the session title, time, room, status, and speaker attribution.