Ravi Madabhushi

This talk addresses a critical oversight in agent development: designing infrastructure for human interaction rather than agentic behavior. The core thesis is that many production LLM errors, particularly those related to rate limits, stem from this fundamental mismatch. Infrastructure built for human speed and interaction patterns fails when agents make thousands of calls per second, leading to performance issues and unexpected costs.