AI App Delivery Top 10: Insufficient Traffic Controls
F5, Thursday, June 25th, 2026
F5 warns that traditional traffic controls cannot manage the unpredictable, self-amplifying loads AI systems generate.
This F5 post examines how AI systems create unpredictable traffic patterns that traditional controls cannot manage. Unlike conventional apps with deterministic request flows, AI agents generate dynamic, self-amplifying loads through reasoning chains and inference pipelines that can overwhelm infrastructure.
F5 advocates modern traffic management strategies, specifically rate limiting per agent and traffic segmentation. The goal is to prevent AI workloads from degrading performance, availability, and reliability across shared systems.