gcloud CLI

Google Cloud Shell is a browser-accessible command-line environment hosted by Google Cloud for managing projects, creating files, configuring permissions, and deploying resources. It provides a temporary virtual machine with common cloud-development tools and a persistent home directory. In the cited video context, it is used to run commands for an AI agent and execute Kubernetes commands.

Google Cloud Vertex AI is a managed platform for building, deploying, and using generative AI and machine learning models. It provides access to Google and third-party models, including Anthropic models used with tools such as Claude Code, along with APIs and development services for AI applications.

Google Cloud is Google’s cloud computing platform, providing hosted infrastructure, managed services, security, data management, and hybrid and multicloud capabilities. It includes Vertex AI for building and integrating AI applications and can host development workflows such as Claude Code.

Google Cloud Console is the web-based administrative interface for Google Cloud Platform, provided by Google. It allows users to create and manage projects, resources, billing, Identity and Access Management (IAM), APIs, and monitoring through a browser-based UI and integrated tools.

Vertex AI is Google Cloud’s managed platform for developing and deploying machine-learning and generative-AI applications. It provides hosted models and APIs that applications, including agents, can call at runtime, along with tools for model training, evaluation, and serving.