---
title: "AI-Assisted Engineering: 5 Trends We're Seeing From 500+ Organizations"
category: "talks"
date: "2026-06-30"
time: "11:10am-11:30am"
track: "Expo Stage 2"
room: "Expo Stage 2 NW"
speakers: ["Justin Reock"]
sourceLabels: ["Official conference schedule", "Public YouTube metadata"]
scheduleTrack: "Expo Stage 2"
scheduleRoom: "Expo Stage 2 NW"
scheduleLabels: ["Expo Stage 2", "Expo Stage 2 NW", "session", "confirmed"]
---
# AI-Assisted Engineering: 5 Trends We're Seeing From 500+ Organizations

## Conference Context
- Date/time: 2026-06-30 · 11:10am-11:30am
- Track/room: Expo Stage 2 · Expo Stage 2 NW
- Speaker(s): Justin Reock
- Session type/status: session · confirmed

- Track: Expo Stage 2
- Room: Expo Stage 2 NW
- Session type: session
- Status: confirmed

## Session Description
AI is reshaping how engineers work but what does that actually look like at scale? Drawing on data and patterns from more than 500 organizations, we break down the five most significant trends emerging in AI-assisted engineering today. This fast-paced theater session cuts through the hype to deliver concrete, evidence-based insights that engineering leaders can act on immediately. Key takeaways: Discover the top 5 AI-assisted engineering trends observed across 500+ organizations Understand how leading teams are integrating AI into their engineering workflows Leave with actionable strategies to apply at your organization

## Media Evidence
[Leadership in AI Assisted Engineering – Justin Reock, DX (acq. Atlassian)](https://www.youtube.com/watch?v=PmZDupFP3UM) (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).

- Source video: `youtube-PmZDupFP3UM`
- Slide deck: [[youtube-PmZDupFP3UM-dense-slides|Dense Slides: Leadership in AI Assisted Engineering – Justin Reock, DX (acq. Atlassian)]] — 6 visible slide image(s); 6 HTML recreation(s).
![[assets/dense-slides/PmZDupFP3UM/slide-001.jpg]]
![[assets/dense-slides/PmZDupFP3UM/slide-002.jpg]]
![[assets/dense-slides/PmZDupFP3UM/slide-003.jpg]]
- Additional slide evidence: [[youtube-PmZDupFP3UM-slides|Slides: Leadership in AI Assisted Engineering – Justin Reock, DX (acq. Atlassian)]], [[youtube-PmZDupFP3UM-reconstructed-slides|Reconstructed Slides: Leadership in AI Assisted Engineering – Justin Reock, DX (acq. Atlassian)]]
- Slide-derived themes for `youtube-PmZDupFP3UM`: google, users, strategy, senior, executives, productive, measures, says.

## 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-PmZDupFP3UM` — 7 slide-derived text signals
- Slide-derived themes for `youtube-PmZDupFP3UM`: google, users, strategy, senior, executives, productive, measures, says.
- Evidence links for `youtube-PmZDupFP3UM`: [[youtube-PmZDupFP3UM]], [[youtube-PmZDupFP3UM-slides]], [[youtube-PmZDupFP3UM-dense-slides]], [[youtube-PmZDupFP3UM-reconstructed-slides]]

### 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
Related video transcript availability: English auto-captions. Treat this as supporting context, not a recording of this exact scheduled session unless later confirmed. Not fetched yet.

## People
- [[justin-reock]]

## Supporting Slides
- [[youtube-PmZDupFP3UM-slides]] — extracted from the related public AI Engineer video.

## Slide Evidence
- Slide-only cropped deck: [[youtube-PmZDupFP3UM-dense-slides]] (6 viable slide images).
- Related slide/OCR pages:
- [[youtube-PmZDupFP3UM-dense-slides]]
- [[youtube-PmZDupFP3UM-reconstructed-slides]]
- [[youtube-PmZDupFP3UM-slides]]
- Slide-derived terms: `increase`, `code`, `google`, `engineering`, `genal`, `adoption`, `deepmind`, `down`, `leadership`, `ai-assisted`, `development`, `quality`, `speed`, `seeing`, `impacts`, `strategy`, `playbook`, `senior`

## Attendance Visibility
No high-confidence attendance icon signal is shown for this talk. The sampled video evidence was either low confidence, source-proxy-only, or did not expose a clear audience view.

## Synthesis
### Synthesized Breakdown
# AI-Assisted Engineering: 5 Trends We're Seeing From 500+ Organizations ## Conference Context - Date/time: 2026-06-30 · 11:10am-11:30am - Track/room: Expo Stage 2 · Expo Stage 2 NW - Speaker(s): Justin Reock - Session type/status: session · confirmed - Track: Expo Stage 2 - Room: Expo Stage 2 NW - Session type: session - Status: confirmed ## Session Description AI is reshaping how engineers work but what does that actually look like at scale? Drawing on data and patterns from more than 500 organizations, we break down the five most significant trends emerging in AI-assisted engineering today. This fast-paced theater session cuts through the hype to deliver concrete, evidence-based insights that engineering leaders can act on immediately. Key takeaways: Discover the top 5 AI-assisted engineering trends observed across 500+ organizations Understand how leading teams are integrating AI into their engineering workflows Leave with actionable strategies to apply at your organization ## Media Evidence [Leadership in AI Assisted Engineering – Justin Reock, DX (acq.

### Speaker And Company Context
- [[justin-reock|Justin Reock]] — Deputy CTO at [[dx|DX]].

### Topics Covered
- [[agentic-search]]
- [[coding-agents]]

### Derived Links And Source Material
- [[youtube-PmZDupFP3UM]] — related YouTube source page.
- [[youtube-PmZDupFP3UM-slides]] — slide evidence.
- [[youtube-PmZDupFP3UM-reconstructed-slides]] — slide evidence.
- [[youtube-PmZDupFP3UM-dense-slides]] — slide evidence.

### 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.