Keynote | The Future of AI Agents | Arize Observe 2026

AI agents have moved beyond demos. They’re now shipping code, fixing bugs, running workflows, and becoming a core part of how modern software is built.

In the Arize Observe 2026 keynote, Arize founders Jason Lopatecki and Aparna Dhinakaran share their vision for the next phase of AI systems: fleets of long-running agents that continuously evaluate, improve, and manage themselves. The keynote explores how agent development is evolving from human-driven workflows toward automated improvement loops powered by traces, evaluations, observability, and cloud-based agent orchestration.

The session also introduces Arize’s latest product innovations, including Signal for automated issue discovery, managed agent orchestration, fleet observability, harness-as-a-judge evaluation, agent experimentation, voice agent observability, and new open-source investments in Phoenix. Learn why observability data is becoming the foundation for autonomous AI systems and how organizations will manage thousands of agents operating across their businesses.

Key Takeaways
• AI agents have reached a turning point, evolving from experimental tools into systems that perform meaningful work every day across engineering and business operations.
• The next generation of AI systems will rely on long-running cloud agents that continuously monitor, evaluate, and improve applications with minimal human intervention.
• Traces and telemetry data are becoming the foundation of agent improvement loops, enabling agents to discover issues, generate fixes, and validate results autonomously.
• Organizations will increasingly manage fleets of agents rather than individual agents, creating new challenges around observability, governance, security, and cost management.
• Open-source observability infrastructure and standardized telemetry will play a critical role in enabling trustworthy, scalable AI systems.

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Видео Keynote | The Future of AI Agents | Arize Observe 2026 канала Arize AI