---
title: "Continuous Engineering: Software Development for the Age of Agents"
category: "talks"
date: "2026-06-29"
time: "2:25pm-2:45pm"
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"]
---
# Continuous Engineering: Software Development for the Age of Agents

## Conference Context
- Date/time: 2026-06-29 · 2:25pm-2:45pm
- 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
AI has changed everything about how we write code. But the hard parts of building software have gotten even harder: aligning your team, maintaining architectural integrity, and worst of all, reviewing the oceans of agent-driven code. The tools and processes we rely on git pull requests; code review were built for emailing patch files. We need a new paradigm. In this talk, we're going to explore Continuous Engineering, a new approach to software development that treats the agent thread as the core unit of collaboration. Branches should be as cheap as ideas, code should carry the context of the conversation that generated it, and the work should be available to your colleagues (and their agents) as it happens. We'll walk through what this looks like in practice, and what we're building to make it possible.

## 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.

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

## Synthesis
### Synthesized Breakdown
# Continuous Engineering: Software Development for the Age of Agents ## Conference Context - Date/time: 2026-06-29 · 2:25pm-2:45pm - 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 AI has changed everything about how we write code. But the hard parts of building software have gotten even harder: aligning your team, maintaining architectural integrity, and worst of all, reviewing the oceans of agent-driven code. The tools and processes we rely on git pull requests; code review were built for emailing patch files. We need a new paradigm.

### Speaker And Company Context
- No speaker profile is attached in the official schedule data.

### Topics Covered
- [[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.