Meghan Murphy

Meghan Murphy

Meghan Murphy is a Software Engineer II on the Agents and Context Team.

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Articles by Meghan Murphy
Ask Elastic Agent Builder why it's slow: Natural-language trace analysis
Elasticsearch Labs

Ask Elastic Agent Builder why it's slow: Natural-language trace analysis

Four agent performance questions your Agent Builder traces can answer, covering token spend by model, tool error rates, slow conversation turns, and recent prompts. The ES|QL for each is here, including the type cast SUM() needs.

Meghan Murphy
Your agents have been keeping receipts: turning Elastic Agent Builder's built-in OTel traces into token cost dashboards in Kibana
Elasticsearch Labs

Your agents have been keeping receipts: turning Elastic Agent Builder's built-in OTel traces into token cost dashboards in Kibana

Your Agent Builder agents already log every LLM call as an OTel trace, and that agent tracing data can power token cost dashboards and budget alerts before one runaway conversation quietly wrecks your month.

Meghan Murphy