{"type":"post","id":"trace-agents-with-opentelemetry-on-the-claude-platform-a01c87","slug":"trace-agents-with-opentelemetry-on-the-claude-platform-a01c87","title":"Trace agents with OpenTelemetry on the Claude Platform","description":"**Thesis:** Native OpenTelemetry export makes agent execution more inspectable by placing Claude traces in the observability systems teams already use.","retrieval_nugget":"**Thesis:** Native OpenTelemetry export makes agent execution more inspectable by placing Claude traces in the observability systems teams already use.","published_at":"2026-10-14","updated_at":"2026-10-14","record_date":"2026-10-14","date_kind":"published_at","topics":["claude","anthropic"],"source_urls":["https://claude.com/resources/articles/agent-observability-on-the-claude-platform"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:trace-agents-with-opentelemetry-on-the-claude-platform-a01c87","status":"published","visuals":[],"editorial_provenance":{"schema_version":"newruntime-editorial-copy-v1","content_status":"source_grounded_final","final_copy_sha256":"sha256:903655bbad0e10d61d8bb8b7ef9c13185928152bb91306e605e178be4da1b948","reviewed_at":"2026-10-14T18:04:09.166Z","source_evidence_count":1,"verified_claim_count":3,"site_analysis_schema_version":"newruntime-site-analysis-v1","site_object_kind":"field_note","observed_fact_count":3,"implication_count":2,"watch_condition_count":2,"related_record_count":0},"analysis":{"schema_version":"newruntime-site-analysis-v1","object_kind":"field_note","thesis":"Native OpenTelemetry export makes agent execution more inspectable by placing Claude traces in the observability systems teams already use.","observed_facts":[{"text":"Anthropic says public beta tracing covers Claude Managed Agents, the Messages API, and Claude SDKs.","source_urls":["https://claude.com/resources/articles/agent-observability-on-the-claude-platform"]},{"text":"The article says traces include agent turns, model calls, tool use, latency, tokens, and IDs.","source_urls":["https://claude.com/resources/articles/agent-observability-on-the-claude-platform"]},{"text":"Managed Agents and the Messages API require a destination in Claude Console; SDKs export traces automatically.","source_urls":["https://claude.com/resources/articles/agent-observability-on-the-claude-platform"]}],"mechanism":"Standardized traces expose sequences of agent actions and can be correlated with application logs and metrics in existing observability systems, lowering instrumentation and debugging friction.","why_now":"As teams give agents access to more tools and workflows, they need operational evidence to debug failures and decide what to improve.","implications":["Teams with OTel-compatible systems can inspect Claude agent activity without building a separate telemetry pipeline.","Tracing provides visibility but does not itself constrain permissions or guarantee safe behavior."],"evidence_boundary":"The announcement documents availability, trace fields, setup requirements, and vendor-reported customer examples; it provides no independent comparative evaluation of reliability, safety, or cost outcomes.","watch_conditions":["Watch whether teams connect traces to verified quality or reliability improvements rather than merely increasing telemetry volume.","Watch for documented limits around trace completeness, sensitive data handling, and cross-provider interoperability."],"related_records":[],"new_branch_reason":"No prior New Runtime record was supplied; this records the distinct product change of native OpenTelemetry export for Claude agent surfaces."},"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/trace-agents-with-opentelemetry-on-the-claude-platform-a01c87/","markdown":"https://newruntime.com/posts/trace-agents-with-opentelemetry-on-the-claude-platform-a01c87.md","json":"https://newruntime.com/posts/trace-agents-with-opentelemetry-on-the-claude-platform-a01c87.json"},"related_patterns":["runtime-observability-becomes-the-primary-engineering-focus-for-ai"],"next_reads":[{"type":"topic","path":"/topics/claude/","url":"https://newruntime.com/topics/claude/","title":"Claude","reason":"Explore the claude topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/claude.md","json_url":"https://newruntime.com/topics/claude.json"},{"type":"topic","path":"/topics/anthropic/","url":"https://newruntime.com/topics/anthropic/","title":"Anthropic","reason":"Explore the anthropic topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/anthropic.md","json_url":"https://newruntime.com/topics/anthropic.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}