Confluent Cloud Q4 2025: Data in Motion for AI

What this post added

Phase 2 of Streaming Agents introduces Agent Definition (Open Preview) for simplified agent building and dynamic tool calling, Observability and Debugging (Open Preview) for immutable logging of agent interactions, and Real-Time Context Engine (Early Access) for a managed serving layer materializing streaming data into a low-latency cache. Confluent welcomes Airy to enhance Flink functions for AI agents.