Why it matters
When an autonomous agent fails in production and corrupts an enterprise data record, it rarely repeats the exact same execution trajectory twice. Standard application logs reveal what broke but completely fail to explain why, leaving platform teams unable to reproduce non-deterministic failures on demand. While durable
My takeaway: Your Agent Failed in Prod. Good Luck Reproducing It. - Tisha Chawla & Susheem Koul, Microsoft 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.