Agent Observability on Google Cloud links

Module 00: Course Introduction

Full name: Agent Observability on Google Cloud

Product code: T-AGTOBS (Cloud Sparks)

These links are based on the current course version.

Module 01: The Google Cloud Observability Foundation

Websites

• Cloud Trace overview https://cloud.google.com/trace/docs/overview
• Cloud Logging documentation https://cloud.google.com/logging/docs
• Cloud Monitoring documentation https://cloud.google.com/monitoring/docs
• OpenTelemetry on Google Cloud https://cloud.google.com/trace/docs/setup#opentelemetry
• Vertex AI Agent Engine https://cloud.google.com/vertex-ai/docs/agents/agent-engine
• Cloud Audit Logs https://cloud.google.com/logging/docs/audit
• Logs-based metrics https://cloud.google.com/logging/docs/logs-based-metrics
• Custom dashboards in Cloud Monitoring https://cloud.google.com/monitoring/dashboards
• Alerting policies https://cloud.google.com/monitoring/alerts
• VPC Service Controls https://cloud.google.com/vpc-service-controls/docs/overview
• Sensitive Data Protection (DLP) https://cloud.google.com/sensitive-data-protection/docs

Videos

• Cloud logging https://www.youtube.com/watch?v=gyDp-Cl_MdA
• Distributed tracing with OpenTelemetry and Cloud Trace https://www.youtube.com/watch?v=NQeK8Kbu6UM
• Create Alerts on Cloud Monitoring https://www.youtube.com/watch?v=D0YKWvuJgwg
• Introduction to Vertex AI Agent Engine https://www.youtube.com/watch?v=NrgoZLcY3Kk
• Protect your resources with VPC Service Controls https://www.youtube.com/watch?v=TD06WkY1zLs

Module 02: Proactive Monitoring and Evaluation

Websites

• Service Level Objectives (SLOs) https://cloud.google.com/stackdriver/docs/solutions/slo-monitoring
• Custom metrics overview https://cloud.google.com/monitoring/custom-metrics
• Log sinks (routing and export) https://cloud.google.com/logging/docs/export
• Vertex AI Evaluation https://cloud.google.com/vertex-ai/generative-ai/docs/models/evaluation-overview
• Groundedness evaluation https://cloud.google.com/vertex-ai/generative-ai/docs/models/determine-eval

Videos

• Debugging, distributed tracing, and profiling for web applications https://www.youtube.com/watch?v=CjGv1bDy9rI

Module 03: Tools for Governance & Scaling

Websites

• Google Cloud Operations Suite https://cloud.google.com/products/operations
• Cloud Run deployment options https://cloud.google.com/run/docs
• Agent Engine vs Cloud Run comparison https://cloud.google.com/vertex-ai/docs/agents/agent-engine
• Cloud Billing budgets and alerts https://cloud.google.com/billing/docs/how-to/budgets
• Data governance in the AI era https://cloud.google.com/blog/products/data-analytics/data-governance-in-the-age-of-generative-ai