AI Engineer · December 24, 2025

From Stateless Nightmares to Durable Agents — Samuel Colvin, Pydantic

From Stateless Nightmares to Durable Agents — Samuel Colvin, Pydantic video thumbnail
Why it matters

AI Engineer session on From Stateless Nightmares to Durable Agents, presented by Samuel Colvin, Pydantic. It adds practical context for how teams are building and operating AI systems in production.

My takeaway: From Stateless Nightmares to Durable Agents — Samuel Colvin, Pydantic is an agent-security signal. The practical read is that autonomy, memory, tool permissions, and third-party integrations are the control surface that needs threat modeling and monitoring.