
Chang Liu is speaking at AI Engineer World's Fair 2026.
Understand what your agents are doing. Learn how to trace workflows across systems, debug issues, and uncover optimization opportunities using OpenTelemetry.
AI agents don’t behave like traditional systems. Learn how to evaluate outputs, trace behavior, and apply a continuous loop to improve performance across prompts, tools, and models. Using signals grounded in real-world context via Foundry IQ, see how evaluation, tracing, and optimization come together to turn production usage into measurable improvements over time.