bigquery-agent-analytics-sdk

What problem does it solve?

This Skill helps data engineers and ML engineers analyze and evaluate AI agent traces stored in BigQuery, providing observability dashboards, LLM-as-Judge evaluation, and advanced analytics.

Core Features & Use Cases

• BigQuery Observability: Visualize agent traces and performance metrics with dashboards.
• LLM-as-Judge Evaluation: Assess AI agent performance using LLM judges.
• Advanced Analytics: Extract decision traces with Agent Context Graph and detect drift in agent behavior.
• Use Case: For a company running AI agents in production, this Skill helps measure quality, understand behavior, and detect regressions at scale.

Quick Start

Initialize the client and retrieve a single trace: client.get_trace("trace-abc-123")