---
title: "No, That's Not a Software Factory"
category: "talks"
date: "2026-07-01"
time: "10:45am-11:05am"
track: "Expo Stage 3"
room: "Expo Stage 3 SW"
speakers: ["Ryan Cooke"]
sourceLabels: ["Official conference schedule", "Public YouTube metadata"]
scheduleTrack: "Expo Stage 3"
scheduleRoom: "Expo Stage 3 SW"
scheduleLabels: ["Expo Stage 3", "Expo Stage 3 SW", "session", "confirmed"]
---
# No, That's Not a Software Factory

## Conference Context
- Date/time: 2026-07-01 · 10:45am-11:05am
- Track/room: Expo Stage 3 · Expo Stage 3 SW
- Speaker(s): Ryan Cooke
- Session type/status: session · confirmed

- Track: Expo Stage 3
- Room: Expo Stage 3 SW
- Session type: session
- Status: confirmed

## Session Description
Drop an agent in a sandbox, point it at your repo, watch it ship code. Whether you're buying from a vendor or building it yourself, everyone is following the same playbook. But a sandbox isn't a software factory. At WorkOS, we built Project Horizon, and it taught us that infrastructure is only the first challenge. The unlock is encoding how your org actually builds software: the way work gets planned, scoped, and verified, the conventions and judgment calls that define your engineering culture. Our product engineering process served as the blueprint for every agent workflow we built in Horizon.

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

## 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
No linked video, transcript, or slide source has been attached yet.

### 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.

## People
- [[ryan-cooke]]

## Notes
- Pending transcript synthesis when an official recording or confirmed matching video is available.

## Synthesis
### Synthesized Breakdown
# No, That's Not a Software Factory ## Conference Context - Date/time: 2026-07-01 · 10:45am-11:05am - Track/room: Expo Stage 3 · Expo Stage 3 SW - Speaker(s): Ryan Cooke - Session type/status: session · confirmed - Track: Expo Stage 3 - Room: Expo Stage 3 SW - Session type: session - Status: confirmed ## Session Description Drop an agent in a sandbox, point it at your repo, watch it ship code. Whether you're buying from a vendor or building it yourself, everyone is following the same playbook. But a sandbox isn't a software factory. At WorkOS, we built Project Horizon, and it taught us that infrastructure is only the first challenge.

### Speaker And Company Context
- [[ryan-cooke|Ryan Cooke]] — role not listed at [[workos|WorkOS]].

### Topics Covered
- [[ai-sandboxes]]
- [[coding-agents]]

### Derived Links And Source Material

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

### Evidence Boundary
This synthesis is based on the official schedule and linked source pages. It should be revisited when exact session recordings or transcript-backed secondary sources are available.