The Next Run Should Be Better
Official Schedule Context
- Date/time: 2026-07-01 · 11:40am-12:00pm
- Track/room: track TBD · Expo Stage 4 SE
- Speaker(s): Jake Broekhuizen
- Session type/status: session · confirmed
Official Description
Agents generate a constant stream of experience through traces: tool calls, failures, corrections,
routing decisions, and user feedback. The challenge is identifying which parts of that experience
are worth remembering, and making those lessons available to the agent when it runs again. This talk
presents memory as an agent learning loop: capture traces, extract signal, and turn the right
lessons into durable context. We'll explore practical models for agent memory and discuss how to
build systems where the next run can be better than the last.
Related YouTube Video
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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.
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Notes
- Pending transcript synthesis when an official recording or confirmed matching video is available.