How to Integrate Agent Development Kit (ADK), Cloud Run, and Gemini Enterprise into a Prompt-Driven DevOps Pipeline to Replace Complex Scripts with Natural Language, Along with IAM Security and Governance. The era of artificial intelligence agents has presented a new challenge for SRE, Platform Engineering and DevOps teams: how can they quickly deploy, version, and scale agent-based systems without compromising infrastructure security? In this 25-minute session, we’ll present how to build an intelligent harness capable of translating natural language intentions directly into the Gemini CLI to orchestrate the full deployment lifecycle of agents and custom skills. Let's dive in the operational side of deploying and running AI agents and focus on infrastructure, reliability, automation, observability, deployment workflows, and reducing operational toil. What you’ll learn in this session: Architecture & Security: How to implement the principle of least privilege by separating Deployment Service Accounts (Deployer SA) from Runtime Service Accounts (Runtime SA), and Agent Platform Identity (Platform ID SA) on Google Cloud Platform. Agent Development: Modular development of agents and tools in Python using the Google Agent Development Kit (ADK) and google-agents-cli. Deployment and Operational Side: Container packaging and deployment on Google Cloud Run and the Gemini Enterprise Agent Platform. Infrastructure, reliability, automation, observability, deployment workflows, and reducing operational toil. Natural Language Harness: How to create system instructions to transform the Gemini CLI into a secure, autonomous, and deterministic DevOps operator.
With over 26 years of IT experience, I am a Senior DevOps Engineer at Bosch Digital, where I provide consulting and support for cloud computing services using leading providers such as Azure, AWS, GCP, and OCI. I also have experience with infrastructure as code (IaC), automation, containerization, orchestration, and observability, using tools such as Terraform, Ansible, Docker, Kubernetes, and Observability (Prometheus + Grafana / LGTM stack + New Relic). Former Sr. Multicloud Architect focused on Google Cloud solutions. Coordinator, Speaker, Mentor and Panelist at TDC Floripa, TDC São Paulo and Devopsdays Campinas 2025 and 2026.
