Google Cloud
Agent Operations on Google Cloud
Run AI agents reliably in production on Google Cloud.
1 dayIntermediate1 modules
About this course
Run AI agents reliably in production on Google Cloud. You will set up CI/CD for agents, use observability for debugging, build evaluation and quality systems, apply security and governance and manage agent costs with FinOps.
What you'll learn
- Optimize efficiency and consistency of agent deployments with CI/CD
- Ensure agent quality by implementing and operating evaluation systems
- Leverage observability solutions for debugging and continuous improvement
- Establish guardrails against agent-specific threats
- Build and use a governed artifact management ecosystem
- Apply FinOps strategies to understand and manage agent costs
Curriculum
1 modules
- Introduction to AgentOps on Google Cloud
- CI/CD for Agent Deployments
- Observability for Debugging and Improvement
- Agent Evaluation and Quality Assurance
- Security and Governance
- Applying FinOps to Agent Costs
Who it's for
ML engineers, platform engineers and DevOps teams operating agents.
Before you start
- Prior to taking this course, students should have completed the Deploy Multi-Agent Systems with Agent Development Kit and Agent Engine course.
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