Introducing: Cloudflare Agents

Introduces Cloudflare Agents, a platform for deploying and managing hosted agents on Cloudflare, starting with observability. Launches agent tracing, which provides agent-aware telemetry for model calls, tool execution, and token usage, integrating with OpenTelemetry-compatible agent harnesses (Think, Flue, AI SDK). Adds a dedicated Agents view in the Cloudflare dashboard for visualizing and debugging agent behavior through session replays and execution traces. Details how to enable agent tracing via wrangler.jsonc and specific setup instructions for different agent stacks. Mentions future support for direct OpenTelemetry API integration within Workers and export of traces to OTLP providers. Outlines pricing for Workers tracing, which underpins agent tracing, with a beta period offering free tracing.
More from the Artificial Intelligence Integration & Impact trail
- Introducing Clef-omni with full multimodality, plus a faster Clef and a cheaper Clef-flash
- Introducing Web Search API via AI Gateway
- Introducing Clef: our open-source decision models, and new RL fine-tuning platform
- One year later: Sovereign AI and the fight for choice
- AI Search is now generally available