Dev Tools · 1h ago
Enterprise AI agents need audit, observability, lineage
As AI agents become autonomous multi-step systems, traditional APM tools fail to track their non-deterministic reasoning and tool selections. Enterprises now require non-repudiable proof of agent execution for compliance with SOC 2, FedRAMP, and the EU AI Act. A proposed architecture uses OpenTelemetry and immutable lineage graphs to answer five key questions about each production run.
Meridian48 take
This is a practical guide for platform teams, but it's more of a blueprint than a product announcement, so its immediate impact is limited to those building agent infrastructure.
ai-agentsobservability