Field noteOct 15, 20262 min read1 source

Claude Managed Agents, the Messages API, and the Claude SDK now support OpenTelemetry traces.

In one minute

Anthropic’s Claude Platform documentation describes OpenTelemetry tracing for Messages API requests, Claude SDK clients, and Managed Agents sessions.

The change matters less as a new dashboard feature than as an instrumentation boundary: teams can connect model and tool activity to the traces they already use to understand application behavior.

The record begins a distinct analytical branch because no prior New Runtime pattern is supplied that specifically tracks observability coverage and content-mode choices for hosted agent sessions.

Thesis

OpenTelemetry support makes Claude request and agent activity inspectable within a team’s existing observability workflow.

Observed facts

  • Anthropic documents tracing for Messages API requests, Claude SDK clients, and Managed Agents sessions.

    1
  • The documentation says metadata-only is the default content mode and full-content mode includes prompts and responses.

    1
  • SDK and API spans can be combined in one trace, while API spans for Claude Platform on AWS are separate.

    1

Mechanism

Teams configure SDK tracing, API tracing, or both and send traces to OTLP-compatible observability destinations; content mode determines whether prompts and responses are included.

Why now

As teams operate multi-step agent sessions, debugging a failed or slow request requires visibility beyond a single model response.

Implications

  1. Teams can correlate Claude activity with application traces.

  2. Teams must choose whether prompt and response content enters telemetry.

  3. SDK and API tracing have different setup paths and permission requirements.

Evidence boundary

The public documentation describes available capabilities and setup, not adoption, reliability improvement, or reduced debugging time.

Watch conditions

  1. Whether teams can preserve useful end-to-end traces while maintaining chosen content and access controls.

  2. Whether coverage and trace correlation remain clear across SDK, API, and AWS-hosted requests.

Evidence / sources

  1. 1platform.claude.com/docs/en/manage-claude/opentelemetry
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