DeepSWE: expert code datasets
Conference Context
- Date/time: 2026-07-01 · 10:45am-11:05am
- Track/room: Agentic Engineering · Track 8
- Speaker(s): Serena Ge
- Session type/status: session · confirmed
- Track: Agentic Engineering
- Room: Track 8
- Session type: session
- Status: confirmed
Session Description
DeepSWE and the data/eval layer behind coding agents; why curated expert code datasets matter for reliable agent performance.
Media Evidence
No related AI Engineer channel video found yet.
Evidence Graph
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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
Notes
- Pending transcript synthesis when an official recording or confirmed matching video is available.
Synthesis
Synthesized Breakdown
DeepSWE: expert code datasets ## Conference Context - Date/time: 2026-07-01 · 10:45am-11:05am - Track/room: Agentic Engineering · Track 8 - Speaker(s): Serena Ge - Session type/status: session · confirmed - Track: Agentic Engineering - Room: Track 8 - Session type: session - Status: confirmed ## Session Description DeepSWE and the data/eval layer behind coding agents; why curated expert code datasets matter for reliable agent performance. ## 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.
Speaker And Company Context
Topics Covered
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.