Agent Observability on Google Cloud (AOGC) – Outline

Detailed Course Outline

Module 1 - The Google Cloud Observability Foundation

Topics:

  • The Agent Observability Mandate
  • Tracing the Agent Engine Workflow
  • Establishing the Immutable Audit Trail

Objectives:

  • Explain Non-Deterministic behavior
  • Deconstruct runs into Cloud Trace Spans
  • Justify Immutable Audit Trail for trust

Activities:

  • 4 demos

Module 2 - Proactive Monitoring and Evaluation

Topics:

  • Implementing Real-Time Metrics
  • Designing Actionable Alerting Policies
  • Evaluation for Continuous Improvement

Objectives:

  • Create custom dashboards for Cost & Performance
  • Design Actionable Alerts to prevent budget overruns
  • Establish a continuous quality loop with Golden Test cases

Activities:

  • 4 demos

Module 3 - Tools for Observability on Google Cloud

Topics:

  • Observability for Audit and Security
  • Scaling Agent Development and Deployment
  • Scaling the Observable Enterprise

Objectives:

  • Implement Governance Controls for PII compliance
  • Evaluate deployment trade-offs for Scaling
  • Align technical metrics with Business KPIs

Activities:

  • 2 demos

Module 4 - Agent Observability on Google Cloud: Quiz/Reflection

Topics:

  • Review of Core Concepts

Objectives:

  • Evaluate understanding of core courses concepts through scenario-based questions

Activities:

  • 5 scenario-based multiple choice questions