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Record · corpus.blog/posts/01a11623-241c-73ce-8e05-cb7fc082278a

AI Agent Tracing: Spans, Tool Calls and OpenTelemetry

LambdaTest Blog · published 5 October 2026

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Links from this post

Link
Host
https://arxiv.org/html/2608.07899v1
arxiv.org
Traces
opentelemetry.io
https://github.com/open-telemetry/semantic-conventions-genai/blob/main/docs/gen-ai/gen-ai-agent-spans.md
github.com
Tracing module
openai.github.io
https://www.w3.org/TR/trace-context/
w3.org
https://github.com/open-telemetry/semantic-conventions-genai/blob/main/docs/gen-ai/mcp.md
github.com
https://modelcontextprotocol.io/seps/414-request-meta
modelcontextprotocol.io
https://learn.microsoft.com/en-us/agent-framework/agents/observability
learn.microsoft.com
https://opentelemetry.io/docs/security/handling-sensitive-data/
opentelemetry.io
https://opentelemetry.io/docs/specs/otel/configuration/sdk-environment-variables/
opentelemetry.io
https://opentelemetry.io/docs/concepts/sampling/
opentelemetry.io
https://github.com/open-telemetry/opentelemetry-collector-contrib/blob/main/processor/tailsamplingprocessor/README.md
github.com
https://github.com/open-telemetry/semantic-conventions-genai/blob/main/docs/gen-ai/gen-ai-events.md
github.com
https://arxiv.org/abs/2505.00212
arxiv.org
https://www.linkedin.com/in/sandeep-kr-yadav
linkedin.com
https://www.linkedin.com/in/samyak-goyal/
linkedin.com
Elsewhere on testmuai.com (16)
https://www.testmuai.com/blog/category/ai/
testmuai.com
https://www.testmuai.com/blog/category/ai-testing/
testmuai.com
https://www.testmuai.com/blog/category/devops/
testmuai.com
https://www.testmuai.com/learning-hub/distributed-tracing/
testmuai.com
https://www.testmuai.com/blog/agent-observability/
testmuai.com
11 Best AI Observability Tools in 2026: LLM Tracing Compared Read at the source (opens in a new tab)
testmuai.com
9 Best AI Agent Observability Tools in 2026 Read at the source (opens in a new tab)
testmuai.com
https://www.testmuai.com/blog/agent-handoff-testing/
testmuai.com
https://www.testmuai.com/learning-hub/data-masking/
testmuai.com
https://www.testmuai.com/free-online-tools/json-size-analyzer/
testmuai.com
Agent Regression Testing: Catch What Breaks Between Releases Read at the source (opens in a new tab)
testmuai.com
AI Agent Hallucination: Detecting False Completion Reports Read at the source (opens in a new tab)
testmuai.com
AI Agent Monitoring: What to Watch When Agents Act Read at the source (opens in a new tab)
testmuai.com
https://www.testmuai.com/support/docs/rook-profiles-and-hooks/
testmuai.com
https://www.testmuai.com/support/docs/rook-installation/
testmuai.com
https://www.testmuai.com/support/docs/agent-assurance-quickstart/
testmuai.com