skills

Easily use BigQuery ML capabilities with the google skills framework. Invoke AI functions like AI.FORECAST and AI.SEARCH without boilerplate code using the bigquery-ai-ml skill.

Explore the google skills repository for database and analytics skills. Discover production-ready agents for managed database operations and GA4 administration with code samples.

Optimize GKE cluster costs effectively. Learn 6 proven strategies including autoscaler tuning, Spot instances, and capacity buffers to slash spend by up to 80% and ensure reliability.

Master GKE private cluster best practices for enhanced security networking and cost optimization Learn to secure your clusters eliminate public exposure and optimize costs with expert guidance

Master GKE storage and networking with VPC-native clusters and Dataplane V2. Utilize managed CSI drivers for persistent and object storage to build secure, production-ready applications.

Troubleshoot GKE workloads efficiently with a 5-step diagnostic workflow. Analyze pods, logs, and connectivity without altering production state. Learn more now.

Learn to configure Workload Identity for GKE. Securely connect Kubernetes workloads to Google Cloud resources with this implementation guide.

Learn to provision GKE clusters with the google skills gke-cluster-creation tool. Deploy production-ready clusters efficiently using pre-built templates and Autopilot. Supports gcloud CLI and MCP API.

Explore GKE infrastructure skills in the Google Skills repository. Learn troubleshooting, security, autoscaling, maintenance, monitoring, migration, and deployment techniques for robust GKE management.

Configure GenAI inference in Agent Platform. This guide details enabling the API, granting roles, deploying models, and invoking them with the Gen AI SDK.

Learn how to fine-tune models in Google Agent Platform. This guide covers dataset prep job submission and lifecycle management with the Python SDK for custom LLM creation.

Configure RAG Engine in Agent Platform easily. Follow our guide to initialize Vertex AI SDK, create a corpus, upload files, and ground model responses for powerful AI applications.