When Rapid Agent Adoption Outpaces Production Governance

As AI frameworks and multi-model deployments explode across production environments, SRE teams lack the governance frameworks to manage surging complexity. Agent Sprawl—where infrastructure complexity grows faster than observability—mirrors the microservices crisis of the 2010s, causing invisible framework overhead to be misattributed as agent degradation. Without instrumentation at the framework layer, teams risk spending hours on false root cause analyses and losing production reliability.