Agents in Production: correctness, context, and control

​Getting an agent to produce output is the easy part. Keeping it correct as data changes, memory grows, and systems scale is where things get interesting.

​This meetup is about what actually holds up in production: fresh context, durable memory, validation, observability, and guardrails that don’t collapse under real-world pressure.

​Join engineers from Pydantic, CocoIndex, and SurrealDB as they share practical patterns, hard lessons, and what tends to break first when agents leave the lab.

​Bring your hardest questions! We’re here for the honest conversations - the edge cases, the trade-offs, and the things you only learn once something ships.

​Talks

​Samuel Colvin (Founder, Pydantic)
Talk details coming soon

​Linghua Jin (Co-Founder, CocoIndex)
Talk details coming soon

​Tobie Morgan Hitchcock (CEO & Co-Founder, SurrealDB)
Talk details coming soon

​Agenda

• ​17:00 - Doors + drinks + light bites

• ​18:00 - Welcome

• ​18:05 - Talks

• ​19:30 - Drinks + networking

• ​20:30 - Close

​⚠️ Important – AWS registration required

​We’re delighted to be supported by the AWS Builder Loft for this event. Because the meetup is hosted in their space, all attendees are required to register via the official AWS event page for building access — a Luma RSVP on its own is not sufficient.

​👉 Required registration (for entry): https://events.builder.aws.com/LyRwZD

​Only attendees registered via the AWS link will be admitted by building security on the day.