Claude Platform Adds Native OpenTelemetry Tracing

This is unglamorous but important production infrastructure: portable tracing makes Claude agents easier to debug, optimize, and govern inside existing observability stacks.

• –Native OTLP support reduces custom middleware and keeps telemetry compatible with tools such as Grafana, Datadog, Honeycomb, and self-hosted collectors.
• –Turn- and tool-level spans expose latency, failures, retries, and agent fan-out more clearly than raw API logs.
• –Teams should configure redaction and retention carefully because prompts, responses, tool parameters, and user identifiers may enter telemetry.
• –Developers should verify coverage across the Messages API, Claude Agent SDK, and hand-rolled agent loops before assuming complete end-to-end tracing.