IT Architects Alliance

Oct 15, 2026 · Operations

Why SRE Agents Misdiagnose Despite Complete Evidence: Align Time Windows & Versions First

This article explains why SRE agents can reach wrong root causes even with authentic evidence, using a case study where a pre-deployment log from v41 was incorrectly linked to v42 latency spikes. It details methods to align timestamps, entity versions, and metric windows, then apply counter-evidence queries and offline replay validation to improve diagnostic accuracy.