The Enterprise Agentic Gap: When Developer-Level AI Tools Hit Millions of Lines
Conference Context
- Date/time: 2026-06-29 · 10:45am-11:05am
- Track/room: track TBD · Expo Stage 2 NW
- Speaker(s): Dan Adler
- Session type/status: session · confirmed
- Track: track TBD
- Room: Expo Stage 2 NW
- Session type: session
- Status: confirmed
Session Description
Agentic coding tools have transformed individual developer workflows but owning a large codebase with millions of interdependent lines across multiple code hosts is a different problem entirely. Off-the-shelf AI coding tools weren't built for it, and at scale, they break down in ways that aren't obvious until you're already in trouble. This talk covers the failure modes you'll hit when applying developer-level agentic tools to enterprise-scale migrations, and how Sourcegraph's agentic migrations solution was built to solve what others couldn't.
Media Evidence
No related AI Engineer channel video found yet.
Evidence Graph
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Media Signals
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Agent Reading Notes
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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
The Enterprise Agentic Gap: When Developer-Level AI Tools Hit Millions of Lines ## Conference Context - Date/time: 2026-06-29 · 10:45am-11:05am - Track/room: track TBD · Expo Stage 2 NW - Speaker(s): Dan Adler - Session type/status: session · confirmed - Track: track TBD - Room: Expo Stage 2 NW - Session type: session - Status: confirmed ## Session Description Agentic coding tools have transformed individual developer workflows but owning a large codebase with millions of interdependent lines across multiple code hosts is a different problem entirely. Off-the-shelf AI coding tools weren't built for it, and at scale, they break down in ways that aren't obvious until you're already in trouble. This talk covers the failure modes you'll hit when applying developer-level agentic tools to enterprise-scale migrations, and how Sourcegraph's agentic migrations solution was built to solve what others couldn't. ## Media Evidence No related AI Engineer channel video found yet.
Speaker And Company Context
- Dan Adler — role not listed at Sourcegraph.
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.