The 5 Levels of Self-Driving Production — Eric Schwartz, Traversal

תקציר מקורי באנגליתCoding agents made development faster. They also made production a lot harder to debug. Eric Schwartz, product manager at Traversal, explains why more AI-written code means more time spent troubleshooting, why observability dashboards tell you what broke but not why, and why root cause analysis is a causal problem rather than an observability problem. He lays out five levels of 'self-driving production' and shares case studies on alert intelligence for a PepsiCo supply chain team and incident root cause analysis at American Express. He closes with five questions to ask any AI SRE. In this talk: • How coding agents shift engineering time from building to troubleshooting • Why multi-hop root cause analysis is so hard for humans and LLMs • The five levels of self-driving production, from war