Anthropic Adds OpenTelemetry Support to Claude Platform in Public Beta

What the new tracing actually does

The spans Anthropic generates comply with OpenTelemetry GenAI semantic conventions, which is the industry-standard schema for describing AI system behavior. That means each trace automatically includes latency figures, token counts, model names, tool usage records, and automated status reports.

Developer insights

Developers who want deeper insight can turn on an optional full-content mode. When enabled, that mode captures the actual text of prompts, responses, and tool inputs and outputs, which makes reproducing and diagnosing failures considerably faster.

Why end-to-end visibility matters

The coverage is broader than it might initially sound. A single trace can span application code, Claude model calls, platform-run tools, and interactions with downstream Model Context Protocol servers. MCP is Anthropic's protocol for connecting AI agents to external data sources and services, so tracing through it closes a gap that previously made multi-step agent pipelines opaque.

Context within a busy product cycle

The OpenTelemetry announcement lands less than two weeks after a pair of other platform updates. On October 9, 2026, Anthropic introduced dynamic workflows for Managed Agents, and on October 7, it launched Claude Haiku 5.5.

Interoperability bet

By conforming to OpenTelemetry's GenAI semantic conventions rather than building a proprietary telemetry format, Anthropic is also making a deliberate interoperability bet. Developers who already use OpenTelemetry for the rest of their stack can treat Claude as just another instrumented service, which lowers the integration cost significantly.

Public beta label

The public beta label means the feature is available but may still change. Teams building production systems around the traces should account for the possibility that span schemas or configuration interfaces could shift before a stable release.