---
title: "Improving AIE: Q&A and Feedback Session"
category: "talks"
date: "2026-07-01"
time: "2:25pm-2:45pm"
track: "Expo Stage 2"
room: "Expo Stage 2 NW"
speakers: ["swyx"]
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"]
---
# Improving AIE: Q&A and Feedback Session

## Conference Context
- Date/time: 2026-07-01 · 2:25pm-2:45pm
- Track/room: Expo Stage 2 · Expo Stage 2 NW
- Speaker(s): swyx
- Session type/status: session · confirmed

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

## Session Description
Join swyx for an open, informal Q&A and feedback session about the AI Engineer community, the World’s Fair experience, and the ideas, pain points, and opportunities attendees are seeing in the field. Learn about AIE NYC, AIE CODE, AIE Europe, and AIE Asia next year and give us ideas on how to make the experience better for you. Bring questions, suggestions, and candid feedback for a conversation designed to help shape future AI Engineer programming and community initiatives. This feedback has REAL impact - for example, the New Engineer Orientation this year directly came from an attendee suggestion at AIE Europe! This session is repeated at 2:25 PM and 3:20 PM; attendees only need to attend one of the two sessions.

## Media Evidence
[The 1,000x AI Engineer: Swyx](https://www.youtube.com/watch?v=qaJXBMwUkoE) (speaker-match related prior/adjacent AI Engineer video; captions: English auto-captions).

- Source video: `youtube-qaJXBMwUkoE`
- Slide deck: [[youtube-qaJXBMwUkoE-dense-slides|Dense Slides: The 1,000x AI Engineer: Swyx]] — 1 visible slide image(s); 1 HTML recreation(s).
![[assets/dense-slides/qaJXBMwUkoE/slide-001.jpg]]
- Additional slide evidence: [[youtube-qaJXBMwUkoE-slides|Slides: The 1,000x AI Engineer: Swyx]], [[youtube-qaJXBMwUkoE-reconstructed-slides|Reconstructed Slides: The 1,000x AI Engineer: Swyx]]

## 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-qaJXBMwUkoE` — source page linked
- Evidence links for `youtube-qaJXBMwUkoE`: [[youtube-qaJXBMwUkoE]], [[youtube-qaJXBMwUkoE-slides]], [[youtube-qaJXBMwUkoE-dense-slides]], [[youtube-qaJXBMwUkoE-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
- [[swyx]]

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

## Slide Evidence
- Slide-only cropped deck: [[youtube-qaJXBMwUkoE-dense-slides]] (1 viable slide images).
- Related slide/OCR pages:
- [[youtube-qaJXBMwUkoE-dense-slides]]
- [[youtube-qaJXBMwUkoE-reconstructed-slides]]
- [[youtube-qaJXBMwUkoE-slides]]
- Slide-derived terms: `network`, `imagine`, `auto`, `supabase`, `engineer`, `value`, `time`, `were`, `here`, `deployment`, `driver`, `finie`, `increases`, `size`, `dete`, `foom`, `every`, `discipline`

## Synthesis
### Synthesized Breakdown
# Improving AIE: Q&A and Feedback Session ## Conference Context - Date/time: 2026-07-01 · 2:25pm-2:45pm - Track/room: Expo Stage 2 · Expo Stage 2 NW - Speaker(s): swyx - Session type/status: session · confirmed - Track: Expo Stage 2 - Room: Expo Stage 2 NW - Session type: session - Status: confirmed ## Session Description Join swyx for an open, informal Q&A and feedback session about the AI Engineer community, the World’s Fair experience, and the ideas, pain points, and opportunities attendees are seeing in the field. Learn about AIE NYC, AIE CODE, AIE Europe, and AIE Asia next year and give us ideas on how to make the experience better for you. Bring questions, suggestions, and candid feedback for a conversation designed to help shape future AI Engineer programming and community initiatives. This feedback has REAL impact - for example, the New Engineer Orientation this year directly came from an attendee suggestion at AIE Europe!

### Speaker And Company Context
- [[swyx|swyx]] — Curator at [[latent-space-ai-engineer|Latent Space / AI Engineer]].

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

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