Cloudflare

Introducing: Cloudflare Agents

Aug 4, 2026Nevi Shah, Matt Simpson, Fred Schott
Introducing: Cloudflare Agents
SummaryAI, from the source post

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.

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