Cloudflare Launches Agent Tracing for End-to-End AI Agent Observability

ritakozlov · x · 2026-08-04

Cloudflare has announced the launch of Agent Tracing, aimed at helping developers better deploy, observe, and improve AI agents.

The feature supports end-to-end tracing of an agent's full execution chain, logging everything from initial invocation and model interactions to tool execution. Developers can replay sessions like a video to see the agent's "thinking" process at each step. Additionally, the tool is compatible with popular frameworks like Think, Flue2, and AI SDK, and supports integration with custom OTel-instrumented harnesses.

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